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Senior Data Scientist
Cox Automotive Irvine, California
11/10/2021
Full time
*Primary Location: *2002 Summit Blvd, Irvine, CA, US *Division: *Cox Automotive *Job Level: *Individual Contributor *Travel: *No *Schedule: *Full-time *Shift: *Day Job *Requisition Number: *_ Our data scientists are responsible for leading the development of advanced analytics models to solve our customers problems through innovative products and services; and inform internal business operations and strategy. They will work closely with product, engineering, and our business stakeholders as the subject matter expert on the application mathematical modeling across our family of leading automotive brands. The Senior Data Scientist works independently on all phases of an analytics project. The scope of work includes the data analysis and preparation, model development, and the presentation of results and recommendations to stakeholders. The Senior Data Scientist works independently on all phases of an analytics project. The scope of work includes the data analysis and preparation, model development, and the presentation of results and recommendations to stakeholders. PRIMARY DUTIES/KEY RESPONSIBILITES * Work independently on all phases of an analytics project, including formulation, research, development, implementation, testing, and maintenance. * Assist with problem formulation and the selection of an appropriate methodology. * Present findings and recommendations to stakeholders. * Maintain an awareness of trends in the field; research and suggest new methodologies. Qualifications: * BS/BA with 5 years experience; MS with 2 years experience; PhD with up to 2 years experience. * Degree in Statistics, Operations Research, Applied Mathematics, Computer Science, Economics, or related quantitative field. * Strong problem-solving skills with an emphasis on product development. * A drive to learn and master new technologies and techniques. * Proven experience applying descriptive, predictive, and prescriptive statistics to real-world problems. * Experience querying relational databases using SQL. * Experience using programming languages like Python, R, SAS * Ability to develop and maintain production-ready code. * Experience working with Amazon Web Services (AWS) strongly preferred. * The ability to present findings clearly and concisely to team members and data science leadership. * The ability and inclination to coach junior staff. * Expertise in one or more of the following strongly preferred: * Generalized linear models, time series models, forecasting techniques, cluster analysis, and principle component analysis. * Linear and mixed integer optimization, discrete event simulation, heuristic methods, and network flow analysis. * Machine Learning: Selecting, tuning, and implementing a variety of common supervised and unsupervised models, including decision trees, nearest neighbor models, and neural nets; and several standard ML libraries, such as scikit-learn, TensorFlow, or similar. * Experience creating compelling data visualizations strongly preferred. * Other duties as needed or required. * Requires physical ability and mental acuity to execute the duties of the position successfully within required timeframes in order to meet business requirements. Who We Are *About Cox Automotive* Theres nothing ordinary about Cox Automotive. We are people of every background driven by our passion for mobility, innovation, client success and community outreach. We make buying, selling and owning (or simply using) cars easier for everyone. Touching more than 40,000 clients across five continents, we bring together the best brands and the best teams to propel the automotive industry forward. Some of those team members work for our iconic consumer brands like Autotrader and Kelley Blue Book, while others are creating the future of automotive at industry-facing brands like Dealer.com, Manheim and vAuto. *About Cox * We are the Cox family of businesses. Weve been making our mark since 1898 by building and evolving world-class businesses, staying true to our values, and encouraging top talent to always look for growth and impact while building a career with us. Our primary divisions - Cox Communications and Cox Automotive - are driving a new wave of innovation, powering smart cities with powerhouse broadband communications and pioneering greener, more progressive transportation alternatives for individuals and fleet operators. Were also expanding into new spaces like cleantech and healthcare to rev up our momentum toward building a better future for the next generation. Were looking for the talent today who will be our leaders tomorrow. Sound intriguing? Learn more about where we are today, where we hope youll be going with us, and the common purpose that unites us at coxenterprises.com. Benefits of working at Cox may include health care insurance (medical, dental, vision), retirement planning (401(k)), and paid days off (sick leave, parental leave, flexible vacation/wellness days, and/or PTO). For more details on what benefits you may be offered, [visit our benefits page](). Cox is an Equal Employment Opportunity employer - All qualified applicants/employees will receive consideration for employment without regard to that individuals age, race, color, religion or creed, national origin or ancestry, sex (including pregnancy), sexual orientation, gender, gender identity, physical or mental disability, veteran status, genetic information, ethnicity, citizenship, or any other characteristic protected by law. Cox provides reasonable accommodations when requested by a qualified applicant or employee with disability, unless such accommodations would cause an undue hardship. Statement to ALL Third-Party Agencies and Similar Organizations: Cox accepts resumes only from agencies with which we formally engage their services. Please do not forward resumes to our applicant tracking system, Cox employees, Cox hiring manager, or send to any Cox facility. Cox is not responsible for any fees or charges associated with unsolicited resumes. Requirements: Cox Corporate Services
Senior Manager, Traffic Engineering
DISH Englewood, Colorado
09/25/2021
Full time
At DISH Wireless, we reimagine connectivity through new platforms, new business models and new ways of thinking. Today, we are building Americas first cloud-native 5G network to transform the way we live, work and play with unlimited potential. Our teams operate at the intersection of wireless, data analytics, AI and the cloud to create something state-of-the-art, radically original and truly unlike what anyone else can. What you will be doing The Traffic Engineering Department is responsible for establishing and scaling connectivity for voice and data interconnect between the DISH core network and the rest of the world. For voice this means interconnection with the PSTN, IXCs, VoIP providers, MNOs and a full range of specialized service providers. For data this means interconnection with a full range of ISPs, content and cloud service providers. Responsibility for number procurement and management, call routing, regulated services, traffic management also falls under this Department. This Department will create processes to support this work and collaborate with internal and external vendors to establish guidelines for network growth per industry policies for DISHs next-gen 5G wireless network. Day-to-day job responsibilities: Use traffic modeling and traffic engineering principles to forecast anticipated traffic loads and engineer to achieve DISH requirements for performance such as call blocking and latency Anticipate congestion issues and recommend remediation tactics to ensure overall network and customer KPIs are achieved considering appropriate planning horizons Collaborate with other DISH teams to identify potential congestion sources inherent to hardware, software or transport limitations. Additionally, review customer-level network slices and provision appropriately Build systems, tools and processes that assure busy hour traffic loads are supported and all traffic meets performance requirements Work with data scientists, NOC and other engineers to build closed-loop automation of systems and develop reporting to meet all regulatory requirements Build a team that can support meeting all above-mentioned responsibilities; create and manage team budgets #LI-RO2 #DICE_RO # Skills and experience The successful Sr. Manager will have: Understanding of inter-carrier voice traffic routing including a SIP, SS7, LERG, number porting, trunking, etc. Some understanding of mobile vocoders and translating between various codecs such as G.711 and AMR-WB desirable Extensive experience in data analysis, statistical principles, fault isolation and resolution including ability to convert data into actionable information for both engineers and executives Ability to direct a team to develop and execute comprehensive test plans to evaluate user experience and network and vendor performance Ability to effectively manage vendors to assure contracted performance including SLA compliance, responsiveness and service assurance; Ability to assure that vendors are effectively executing in the DISH environment though the creation of effective processes, automation, accountability metrics and associated KPIs Understanding of number administration, ordering and management including LNP Understanding of regulatory mandates, requirements and reporting including current and future requirements for 911, N11, WEA and lawful access / CALEA Five years of wireless/wireline capacity planning experience 10 years of management experience Electrical Engineering Bachelors degree or related discipline preferred The ideal candidate will have: 5-10 years of management & wireless/wireline capacity planning experience and a Bachelors degree in Electrical Engineering or related discipline Understanding of inter-carrier voice traffic routing including a SIP, SS7, LERG, number porting, trunking, & Local Exchange Carrier interconnect agreements, etc. Some understanding of mobile vocoders and translating between various codecs such as G.711 and AMR-WB desirable Compensation: $114,885.00/Yea - $181,390.00/Yea From versatile health perks to new career opportunities, check out our benefits on our careers website . Employment is contingent on successful completion of a pre-employment criminal background check, which may include a drug test.
Senior Manager, Traffic Engineering
DISH Littleton, Colorado
09/25/2021
Full time
At DISH Wireless, we reimagine connectivity through new platforms, new business models and new ways of thinking. Today, we are building Americas first cloud-native 5G network to transform the way we live, work and play with unlimited potential. Our teams operate at the intersection of wireless, data analytics, AI and the cloud to create something state-of-the-art, radically original and truly unlike what anyone else can. What you will be doing The Traffic Engineering Department is responsible for establishing and scaling connectivity for voice and data interconnect between the DISH core network and the rest of the world. For voice this means interconnection with the PSTN, IXCs, VoIP providers, MNOs and a full range of specialized service providers. For data this means interconnection with a full range of ISPs, content and cloud service providers. Responsibility for number procurement and management, call routing, regulated services, traffic management also falls under this Department. This Department will create processes to support this work and collaborate with internal and external vendors to establish guidelines for network growth per industry policies for DISHs next-gen 5G wireless network. Day-to-day job responsibilities: Use traffic modeling and traffic engineering principles to forecast anticipated traffic loads and engineer to achieve DISH requirements for performance such as call blocking and latency Anticipate congestion issues and recommend remediation tactics to ensure overall network and customer KPIs are achieved considering appropriate planning horizons Collaborate with other DISH teams to identify potential congestion sources inherent to hardware, software or transport limitations. Additionally, review customer-level network slices and provision appropriately Build systems, tools and processes that assure busy hour traffic loads are supported and all traffic meets performance requirements Work with data scientists, NOC and other engineers to build closed-loop automation of systems and develop reporting to meet all regulatory requirements Build a team that can support meeting all above-mentioned responsibilities; create and manage team budgets #LI-RO2 #DICE_RO # Skills and experience The successful Sr. Manager will have: Understanding of inter-carrier voice traffic routing including a SIP, SS7, LERG, number porting, trunking, etc. Some understanding of mobile vocoders and translating between various codecs such as G.711 and AMR-WB desirable Extensive experience in data analysis, statistical principles, fault isolation and resolution including ability to convert data into actionable information for both engineers and executives Ability to direct a team to develop and execute comprehensive test plans to evaluate user experience and network and vendor performance Ability to effectively manage vendors to assure contracted performance including SLA compliance, responsiveness and service assurance; Ability to assure that vendors are effectively executing in the DISH environment though the creation of effective processes, automation, accountability metrics and associated KPIs Understanding of number administration, ordering and management including LNP Understanding of regulatory mandates, requirements and reporting including current and future requirements for 911, N11, WEA and lawful access / CALEA Five years of wireless/wireline capacity planning experience 10 years of management experience Electrical Engineering Bachelors degree or related discipline preferred The ideal candidate will have: 5-10 years of management & wireless/wireline capacity planning experience and a Bachelors degree in Electrical Engineering or related discipline Understanding of inter-carrier voice traffic routing including a SIP, SS7, LERG, number porting, trunking, & Local Exchange Carrier interconnect agreements, etc. Some understanding of mobile vocoders and translating between various codecs such as G.711 and AMR-WB desirable Compensation: $114,885.00/Yea - $181,390.00/Yea From versatile health perks to new career opportunities, check out our benefits on our careers website . Employment is contingent on successful completion of a pre-employment criminal background check, which may include a drug test.
Senior Manager, Traffic Engineering
DISH Westminster, Colorado
09/25/2021
Full time
At DISH Wireless, we reimagine connectivity through new platforms, new business models and new ways of thinking. Today, we are building Americas first cloud-native 5G network to transform the way we live, work and play with unlimited potential. Our teams operate at the intersection of wireless, data analytics, AI and the cloud to create something state-of-the-art, radically original and truly unlike what anyone else can. What you will be doing The Traffic Engineering Department is responsible for establishing and scaling connectivity for voice and data interconnect between the DISH core network and the rest of the world. For voice this means interconnection with the PSTN, IXCs, VoIP providers, MNOs and a full range of specialized service providers. For data this means interconnection with a full range of ISPs, content and cloud service providers. Responsibility for number procurement and management, call routing, regulated services, traffic management also falls under this Department. This Department will create processes to support this work and collaborate with internal and external vendors to establish guidelines for network growth per industry policies for DISHs next-gen 5G wireless network. Day-to-day job responsibilities: Use traffic modeling and traffic engineering principles to forecast anticipated traffic loads and engineer to achieve DISH requirements for performance such as call blocking and latency Anticipate congestion issues and recommend remediation tactics to ensure overall network and customer KPIs are achieved considering appropriate planning horizons Collaborate with other DISH teams to identify potential congestion sources inherent to hardware, software or transport limitations. Additionally, review customer-level network slices and provision appropriately Build systems, tools and processes that assure busy hour traffic loads are supported and all traffic meets performance requirements Work with data scientists, NOC and other engineers to build closed-loop automation of systems and develop reporting to meet all regulatory requirements Build a team that can support meeting all above-mentioned responsibilities; create and manage team budgets #LI-RO2 #DICE_RO # Skills and experience The successful Sr. Manager will have: Understanding of inter-carrier voice traffic routing including a SIP, SS7, LERG, number porting, trunking, etc. Some understanding of mobile vocoders and translating between various codecs such as G.711 and AMR-WB desirable Extensive experience in data analysis, statistical principles, fault isolation and resolution including ability to convert data into actionable information for both engineers and executives Ability to direct a team to develop and execute comprehensive test plans to evaluate user experience and network and vendor performance Ability to effectively manage vendors to assure contracted performance including SLA compliance, responsiveness and service assurance; Ability to assure that vendors are effectively executing in the DISH environment though the creation of effective processes, automation, accountability metrics and associated KPIs Understanding of number administration, ordering and management including LNP Understanding of regulatory mandates, requirements and reporting including current and future requirements for 911, N11, WEA and lawful access / CALEA Five years of wireless/wireline capacity planning experience 10 years of management experience Electrical Engineering Bachelors degree or related discipline preferred The ideal candidate will have: 5-10 years of management & wireless/wireline capacity planning experience and a Bachelors degree in Electrical Engineering or related discipline Understanding of inter-carrier voice traffic routing including a SIP, SS7, LERG, number porting, trunking, & Local Exchange Carrier interconnect agreements, etc. Some understanding of mobile vocoders and translating between various codecs such as G.711 and AMR-WB desirable Compensation: $114,885.00/Yea - $181,390.00/Yea From versatile health perks to new career opportunities, check out our benefits on our careers website . Employment is contingent on successful completion of a pre-employment criminal background check, which may include a drug test.
Digital Verification Engineer / Principal Digital Verification Engineer
Northrop Grumman Los Angeles (Downtown), California
03/23/2021
Full time
At the heart of Defining Possible is our commitment to missions. In rapidly changing global security environments, Northrop Grumman brings informed insights and software-secure technology to enable strategic planning. We're looking for innovators who can help us keep building on our wide portfolio of secure, affordable, integrated, and multi-domain systems and technologies that fuel those missions. By joining in our shared mission, we'll support yours of expanding your personal network and developing skills, whether you are new to the field or an industry thought-leader. At Northrop Grumman, you'll have the resources, support, and team to do some of the best work of your career. Northrop Grumman Mission Systems is a trusted provider of mission-enabling solutions for global security. Our Engineering and Sciences (E&S) organization pushes the boundaries of innovation, redefines engineering capabilities, and drives advances in various sciences. Our team is chartered with providing the skills, innovative technologies to develop, design, produce and sustain optimized product lines across the sector while providing a decisive advantage to the warfighter. Come be a part of our mission! We are looking for you to join our team as a Digital Design Engineer based out of Woodland Hills, CA As a Digital Design Engineer at Northrop Grumman you will have a challenging and rewarding opportunity to be a part of our Enterprise-wide digital transformation. Through the use of Model-based Engineering, DevSecOps and Agile practices we continue to evolve how we deliver critical national defense products and capabilities for the warfighter. Our success is grounded in our ability to embrace change, move quickly and continuously drive innovation. The successful candidate will be collaborative, open, transparent, and team-oriented with a focus on team empowerment & shared responsibility, flexibility, continuous learning, and a culture of automation. What You'll get to Do: This Digital Design Engineer will be responsible for the design, development and real-time verification of hardware/firmware elements and related computing systems for an existing development program. Candidate is required to be knowledgeable in verification, proficient with Test Bench generation in UVM or System Verilog. Candidate will have knowledge of DO254 process and artifact generation for DO254. The candidate will possess strong communication skills as he or she will interface with our development program leads, senior scientists, engineering and manufacturing organizations throughout the program lifecycle. The individual will also have technical foresight to integrate the appropriate requirements, processes, procedures and tools as this development program will lead to the future generation of navigation, video & cockpit products. This requisition may be filled at a higher grade based on qualifications listed below. WOODLANDHILLS #LI-MS-105 Qualifications: This requisition may be filled at either a base or a Principal Level. Basic Qualifications for the Digital Design Engineer: Bachelor's in a STEM field with 2 years of relevant experience, a Master's in a STEM field with 0 years of relevant experience. High Speed Digital Design; FPGA, SoC, and/or memory design experienceKnowledge of Test bench development, and/or V&V processesCommunication, team building and facilitation skills; demonstrated ability to communicate effectively with team, upper management and customers.Knowledge of design processes including hardware requirements definition, conceptual design, detailed design, verification, production transitioning.Ability to obtain/maintain a security clearanceBasic Qualifications for the Principal Digital Design Engineer: Bachelor's in a STEM field with 5 years of relevant experience, a Master's in a STEM field with 3 years of relevant experience, or a PhD with 0 years of experienceHigh Speed Digital Design; FPGA, SoC, and/or memory design experienceKnowledge of Test bench development, and/or V&V processesCommunication, team building and facilitation skills; demonstrated ability to communicate effectively with team, upper management and customers.Knowledge of design processes including hardware requirements definition, conceptual design, detailed design, verification, production transitioning.Ability to obtain/maintain a security clearancePreferred Qualifications:Prior experience and knowledge on RTCA/DO-254 designsSystem Verilog & UVMDigital Signal Processing design and verification experienceComputer Architecture knowledge (bus standards, interrupts, memorySensor designs (Fixed point logic, algorithm implementation) What We Can Offer You: Northrop Grumman provides a comprehensive benefits package and a work environment that encourages your growth and supports the mutual success of our people and our company. Northrop Grumman benefits give you the flexibility and control to choose the benefits that make the most sense for you and your family. Your benefits will include the following: Health Plan Savings Plan Paid Time Off Additional benefits Education Assistance Training and Development 9/80 Schedule at Many Sites Additional Northrop Grumman Information: Northrop Grumman has approximately 90,000 employees in all 50 states and in more than 27 countries, we strive to attract and retain the best employees by providing an inclusive work environment wherein employees are receptive to diverse ideas, perspectives and talents to help solve our toughest customer challenges: to develop and maintain some of the most technically sophisticated products, programs and services in the world. Our Values. The women and men of Northrop Grumman Corporation are guided by Our Values. They describe our company as we want it to be. We want our decisions and actions to demonstrate these Values. We believe that putting Our Values into practice creates long-term benefits for shareholders, customers, employees, suppliers, and the communities we serve. Our Responsibility. At Northrop Grumman, we are committed to maintaining the highest of ethical standards, embracing diversity and inclusion, protecting the environment, and striving to be an ideal corporate citizen in the community and in the world.PandoLogic.Category: Technology, Keywords: Hardware Test Engineer
Data Scientist (Mid-Level) - 100% Remote Available
USAA Atascosa, Texas
10/02/2020
Full time
Purpose of Job **100% Remote Work Available** USAA knows what it means to serve. We facilitate the financial security of millions of U.S. military members and their families. This singular mission requires a dedication to innovative thinking at every level. In each of the past five years, we've been a top-40 Fortune 100 Best Companies to Work For , and we've ranked among Victory Media's Top 10 Military Friendly Employers 13 years straight. We embrace a robust veteran workforce and encourage veterans and veteran spouses to apply. Uses advanced techniques that integrate traditional and non-traditional datasets and method to enable analytical solutions; Applies predictive analytics, machine learning, simulation, and optimization techniques to generate management insights and enable customer-facing applications; participates in building analytical solutions leveraging internal and external applications to deliver value and create competitive advantage; Translates complex analytical and technical concepts to non-technical employees Job Requirements Partners with other analysts across the organization to fully define business problems and research questions; Supports SME's on cross functional matrixed teams to solve highly complex work critical to the organization. Integrates and extracts relevant information from large amounts of both structured and unstructured data (internal and external) to enable analytical solutions. Conducts advanced analytics leveraging predictive modeling, machine learning, simulation, optimization and other techniques to deliver insights or develop analytical solutions to achieve business objectives. Supports Subject Matter Experts (SME's) on efforts to develop scalable, efficient, automated solutions for large scale data analyses, model development, model validation and model implementation. Works with IT to research architecture for new products, services, and features. Develops algorithms and supporting code such that research efforts are based on the highest quality data. Translates complex analytical and technical concepts to non-technical employees to enable understanding and drive informed business decisions. Minimum Requirements Master's degree in Computer Science, Applied Mathematics, Quantitative Economics, Statistics, or related field. 6 additional years of related experience beyond the minimum required may be substituted in lieu of a degree. 4 or more years of related experience and accountability for complex tasks and/or projects required. Proficient knowledge of the function/discipline and demonstrated application of knowledge, skills and abilities towards work products required. Proficient level of business acumen in the areas of the business operations, industry practices and emerging trends required. Preferred Requirements Expertise in experimental design, advanced statistical analysis, and modeling to discover key relationships in data and applying that information to predict likely future outcomes; fluent in regression, classification, tree-based models, clustering methods, text mining, and neural networks. Proven ability to enrich (add new information to) data, advise on appropriate course(s) of action to take based on results, summarize complex technical analysis for non-technical executive audiences, succinctly present visualizations of high dimensional data, and explain & justify the results of the analysis conducted. Highly competent at data wrangling and data engineering in SQL and SAS as well as advanced machine learning (ML) techniques using Python; comfortable in cloud computing environments (Azure, GCP, AWS). Hands-on experience developing products that utilize advanced machine learning techniques like deep learning in areas such as computer vision, Natural Language Processing (NLP), sensor data from the Internet of Things (IoT), and recommender systems; along with transitioning those solutions from the development environment into the production environment for full-time use. PhD in Computer Science, Applied Mathematics, Quantitative Economics, Operations Research, Statistics, or related field with coursework in advanced Machine Learning techniques (Natural Language Processing, Deep Neural Networks, etc). Fluent in deep learning frameworks and libraries (TensorFlow, Keras, PyTorch, etc). Highly skilled in handling Big Data (Hadoop, Hive, Spark, Kafka, etc). Experience in reinforcement learning, knowledge graphs and graph databases, Generative Adversarial Networks (GANs), semi-supervised learning, multi-task learning is a plus. Experience in publishing at top ML, computer vision, NLP, or AI conferences and/or contributing to ML/AI-related open source projects and/or converting ML/AI papers into code is a plus. The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job. At USAA our employees enjoy one of the best benefits package in the business, including a flexible business casual or casual dress environment, comprehensive medical, dental and vision plans, along with wellness and wealth building programs. Additionally, our career path planning and continuing education will assist you with your professional goals. USAA also offers a variety of on-site services and conveniences to help you manage your work and personal life, including seven cafeterias, two company stores and three fitness centers. Relocation assistance is available for this position. Associated topics: artificial intelligence, chip, computer engineering, informatic, java, matlab, photonics, radar, robotics, schematic
Data Scientist (Mid-Level) - 100% Remote Available
USAA San Antonio, Texas
10/02/2020
Full time
Purpose of Job **100% Remote Work Available** USAA knows what it means to serve. We facilitate the financial security of millions of U.S. military members and their families. This singular mission requires a dedication to innovative thinking at every level. In each of the past five years, we've been a top-40 Fortune 100 Best Companies to Work For , and we've ranked among Victory Media's Top 10 Military Friendly Employers 13 years straight. We embrace a robust veteran workforce and encourage veterans and veteran spouses to apply. Uses advanced techniques that integrate traditional and non-traditional datasets and method to enable analytical solutions; Applies predictive analytics, machine learning, simulation, and optimization techniques to generate management insights and enable customer-facing applications; participates in building analytical solutions leveraging internal and external applications to deliver value and create competitive advantage; Translates complex analytical and technical concepts to non-technical employees Job Requirements Partners with other analysts across the organization to fully define business problems and research questions; Supports SME's on cross functional matrixed teams to solve highly complex work critical to the organization. Integrates and extracts relevant information from large amounts of both structured and unstructured data (internal and external) to enable analytical solutions. Conducts advanced analytics leveraging predictive modeling, machine learning, simulation, optimization and other techniques to deliver insights or develop analytical solutions to achieve business objectives. Supports Subject Matter Experts (SME's) on efforts to develop scalable, efficient, automated solutions for large scale data analyses, model development, model validation and model implementation. Works with IT to research architecture for new products, services, and features. Develops algorithms and supporting code such that research efforts are based on the highest quality data. Translates complex analytical and technical concepts to non-technical employees to enable understanding and drive informed business decisions. Minimum Requirements Master's degree in Computer Science, Applied Mathematics, Quantitative Economics, Statistics, or related field. 6 additional years of related experience beyond the minimum required may be substituted in lieu of a degree. 4 or more years of related experience and accountability for complex tasks and/or projects required. Proficient knowledge of the function/discipline and demonstrated application of knowledge, skills and abilities towards work products required. Proficient level of business acumen in the areas of the business operations, industry practices and emerging trends required. Preferred Requirements Expertise in experimental design, advanced statistical analysis, and modeling to discover key relationships in data and applying that information to predict likely future outcomes; fluent in regression, classification, tree-based models, clustering methods, text mining, and neural networks. Proven ability to enrich (add new information to) data, advise on appropriate course(s) of action to take based on results, summarize complex technical analysis for non-technical executive audiences, succinctly present visualizations of high dimensional data, and explain & justify the results of the analysis conducted. Highly competent at data wrangling and data engineering in SQL and SAS as well as advanced machine learning (ML) techniques using Python; comfortable in cloud computing environments (Azure, GCP, AWS). Hands-on experience developing products that utilize advanced machine learning techniques like deep learning in areas such as computer vision, Natural Language Processing (NLP), sensor data from the Internet of Things (IoT), and recommender systems; along with transitioning those solutions from the development environment into the production environment for full-time use. PhD in Computer Science, Applied Mathematics, Quantitative Economics, Operations Research, Statistics, or related field with coursework in advanced Machine Learning techniques (Natural Language Processing, Deep Neural Networks, etc). Fluent in deep learning frameworks and libraries (TensorFlow, Keras, PyTorch, etc). Highly skilled in handling Big Data (Hadoop, Hive, Spark, Kafka, etc). Experience in reinforcement learning, knowledge graphs and graph databases, Generative Adversarial Networks (GANs), semi-supervised learning, multi-task learning is a plus. Experience in publishing at top ML, computer vision, NLP, or AI conferences and/or contributing to ML/AI-related open source projects and/or converting ML/AI papers into code is a plus. The above description reflects the details considered necessary to describe the principal functions of the job and should not be construed as a detailed description of all the work requirements that may be performed in the job. At USAA our employees enjoy one of the best benefits package in the business, including a flexible business casual or casual dress environment, comprehensive medical, dental and vision plans, along with wellness and wealth building programs. Additionally, our career path planning and continuing education will assist you with your professional goals. USAA also offers a variety of on-site services and conveniences to help you manage your work and personal life, including seven cafeterias, two company stores and three fitness centers. Relocation assistance is available for this position. Associated topics: c, c#, c c++, javascript, malware, matlab, processor, programmer, programming, python
Senior Business Analyst
CGI Group, Inc. Belton, Texas
10/02/2020
Full time
Meet our professionals CGI: A place to build an IT career Position Description CGI is looking for a Senior Business Analyst/ Product Manager with proven experience within the Centers for Medicare and Medicaid Services (CMS) environment. This project utilizes rapid design and development techniques in a Safe Agile environment to respond to client demands for meeting the challenges of government healthcare directives. The successful candidate will interface with clients and teams to create business requirements and user stories, and perform analysis throughout the Agile lifecycle. The successful candidate has an understanding of the Medicare provider needs and facilitate the co-design of touchpoints and experiences that address the end-to-end journey of the customer across both digital and offline channels. Your future duties and responsibilities •You will use your leadership skills and knowledge of cloud computing to design solutions for the Centers for Disease Control and Prevention/Center for Global Health •Work with team members to develop and deliver products here in the U.S. and globally. •Thought leadership in public and private cloud architecture and how to deliver it at scale in a large enterprise. •Provide Business Intelligence (BI) and Data Warehousing (DW) solutions and support by leveraging project standards and leading analytics platforms •Evaluate and define functional requirements for BI and DW solutions •Define and build data integration processes to be used across the center •Build conceptual and logical data models for stakeholders and management •Analyze and validate data accuracy of report results •Work directly with management understand requirement; and propose and develop best business solution that enables effective decision-making, and drive business objectives •Prepares realistic project implementation plans which highlight major milestones and deliverables leveraging standard methods and work planning tools •Recognizes potential issues and risks during the analytics project implementation and can suggest realistic mitigation strategies •Coaches and mentors project team members in carrying out analytics project implementation activities •Use of statistical practices to analyze current and historical data to make predictions, identify risks, and opportunities enabling better decisions on planned/future events •The ability to understand the business problem and determine what aspects of it require optimization; articulate those aspects in a clear and concise manner •The ability to define and analyze models that predict the probability of an outcome •Offers improvements to the way in which analytics service the entire function •Communicating and owning the process in manipulating and merging large datasets •Ability to view and understand other project or functional areas in order to consolidate analytical needs and processes •Being a key point of contact between the data analyst/data scientist and the project/functional analytics leads Required qualifications to be successful in this role •Bachelor's degree in Information Systems, Computer Science, Engineering, or related field, or the equivalent combination of education, training and experience •5 years' experience working in a cloud computing with Azure experience •Experience with data migration to cloud based environment •Certification as an AWS Solutions Architect, Cloud Security Certification, and/or OpenStack Administrator Certification a plus. (Other cloud-related certification also a plus.) •Knowledge of web services, API, REST and RPC. •Strong awareness of networking and internet protocols, including TCP/IP, DNS, SMTP, HTTP and distributed networks. •Extensive experience with open-source technology, software development and system engineering. •Knowledge of and the ability to perform basic statistical analysis such as measures of central tendency, normal distribution, variance, standard deviation, basic tests, correlation, and regression techniques •Experienced in the use of standard ETL tools and techniques •Experienced in sourcing, maintaining, and updating data •Understanding of data warehousing, data cleaning, data pipelines and other analytical techniques required for data usage •Demonstrates functional knowledge of data visualization tools such as Microsoft Power BI, Tableau •Has working knowledge of various data structures and the ability to manipulate data within visualization tools •Ability to manipulate raw data into effective visualization dashboards •Ability to communicate end to end data outcomes visually •Demonstrates a deep understanding of multiple database concepts •Has a working knowledge of various data structures and the ability to extract data from various data sources #CGIFederalJob Skills Business Analysis What you can expect from us Build your career with us. It is an extraordinary time to be in business. As digital transformation continues to accelerate, CGI is at the center of this change-supporting our clients' digital journeys and offering our professionals exciting career opportunities. At CGI, our success comes from the talent and commitment of our professionals. As one team, we share the challenges and rewards that come from growing our company, which reinforces our culture of ownership. All of our professionals benefit from the value we collectively create. Be part of building one of the largest independent technology and business services firms in the world. Learn more about CGI at . No unsolicited agency referrals please. CGI is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity, and gender expression, familial status, political affiliation, genetic information, or any other legally protected status or characteristics. CGI provides reasonable accommodations to qualified individuals with disabilities. If you need an accommodation to apply for a job in the U.S., please email the CGI U.S. Employment Compliance mailbox at . You will need to reference the requisition number of the position in which you are interested. Your message will be routed to the appropriate recruiter who will assist you. Please note, this email address is only to be used for those individuals who need an accommodation to apply for a job. Emails for any other reason or those that do not include a requisition number will not be returned . We make it easy to translate military experience and skills! Click here to be directed to our site that is dedicated to veterans and transitioning service members. All CGI offers of employment in the U.S. are contingent upon the ability to successfully complete a background investigation. Background investigation components can vary dependent upon specific assignment and/or level of US government security clearance held. CGI will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with CGI's legal duty to furnish information. - provided by Dice
Senior Business Analyst
CGI Belton, Texas
10/02/2020
Full time
Meet our professionals CGI: A place to build an IT career Position Description CGI is looking for a Senior Business Analyst/ Product Manager with proven experience within the Centers for Medicare and Medicaid Services (CMS) environment. This project utilizes rapid design and development techniques in a Safe Agile environment to respond to client demands for meeting the challenges of government healthcare directives. The successful candidate will interface with clients and teams to create business requirements and user stories, and perform analysis throughout the Agile lifecycle. The successful candidate has an understanding of the Medicare provider needs and facilitate the co-design of touchpoints and experiences that address the end-to-end journey of the customer across both digital and offline channels. Your future duties and responsibilities •You will use your leadership skills and knowledge of cloud computing to design solutions for the Centers for Disease Control and Prevention/Center for Global Health •Work with team members to develop and deliver products here in the U.S. and globally. •Thought leadership in public and private cloud architecture and how to deliver it at scale in a large enterprise. •Provide Business Intelligence (BI) and Data Warehousing (DW) solutions and support by leveraging project standards and leading analytics platforms •Evaluate and define functional requirements for BI and DW solutions •Define and build data integration processes to be used across the center •Build conceptual and logical data models for stakeholders and management •Analyze and validate data accuracy of report results •Work directly with management understand requirement; and propose and develop best business solution that enables effective decision-making, and drive business objectives •Prepares realistic project implementation plans which highlight major milestones and deliverables leveraging standard methods and work planning tools •Recognizes potential issues and risks during the analytics project implementation and can suggest realistic mitigation strategies •Coaches and mentors project team members in carrying out analytics project implementation activities •Use of statistical practices to analyze current and historical data to make predictions, identify risks, and opportunities enabling better decisions on planned/future events •The ability to understand the business problem and determine what aspects of it require optimization; articulate those aspects in a clear and concise manner •The ability to define and analyze models that predict the probability of an outcome •Offers improvements to the way in which analytics service the entire function •Communicating and owning the process in manipulating and merging large datasets •Ability to view and understand other project or functional areas in order to consolidate analytical needs and processes •Being a key point of contact between the data analyst/data scientist and the project/functional analytics leads Required qualifications to be successful in this role •Bachelor's degree in Information Systems, Computer Science, Engineering, or related field, or the equivalent combination of education, training and experience •5 years' experience working in a cloud computing with Azure experience •Experience with data migration to cloud based environment •Certification as an AWS Solutions Architect, Cloud Security Certification, and/or OpenStack Administrator Certification a plus. (Other cloud-related certification also a plus.) •Knowledge of web services, API, REST and RPC. •Strong awareness of networking and internet protocols, including TCP/IP, DNS, SMTP, HTTP and distributed networks. •Extensive experience with open-source technology, software development and system engineering. •Knowledge of and the ability to perform basic statistical analysis such as measures of central tendency, normal distribution, variance, standard deviation, basic tests, correlation, and regression techniques •Experienced in the use of standard ETL tools and techniques •Experienced in sourcing, maintaining, and updating data •Understanding of data warehousing, data cleaning, data pipelines and other analytical techniques required for data usage •Demonstrates functional knowledge of data visualization tools such as Microsoft Power BI, Tableau •Has working knowledge of various data structures and the ability to manipulate data within visualization tools •Ability to manipulate raw data into effective visualization dashboards •Ability to communicate end to end data outcomes visually •Demonstrates a deep understanding of multiple database concepts •Has a working knowledge of various data structures and the ability to extract data from various data sources #CGIFederalJob Skills Business Analysis What you can expect from us Build your career with us. It is an extraordinary time to be in business. As digital transformation continues to accelerate, CGI is at the center of this change-supporting our clients' digital journeys and offering our professionals exciting career opportunities. At CGI, our success comes from the talent and commitment of our professionals. As one team, we share the challenges and rewards that come from growing our company, which reinforces our culture of ownership. All of our professionals benefit from the value we collectively create. Be part of building one of the largest independent technology and business services firms in the world. Learn more about CGI at . No unsolicited agency referrals please. CGI is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity, and gender expression, familial status, political affiliation, genetic information, or any other legally protected status or characteristics. CGI provides reasonable accommodations to qualified individuals with disabilities. If you need an accommodation to apply for a job in the U.S., please email the CGI U.S. Employment Compliance mailbox at . You will need to reference the requisition number of the position in which you are interested. Your message will be routed to the appropriate recruiter who will assist you. Please note, this email address is only to be used for those individuals who need an accommodation to apply for a job. Emails for any other reason or those that do not include a requisition number will not be returned . We make it easy to translate military experience and skills! Click here to be directed to our site that is dedicated to veterans and transitioning service members. All CGI offers of employment in the U.S. are contingent upon the ability to successfully complete a background investigation. Background investigation components can vary dependent upon specific assignment and/or level of US government security clearance held. CGI will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with CGI's legal duty to furnish information. - provided by Dice