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Eng 5, Machine Learning

Company: Comcast
Location: Olympia
Posted on: January 12, 2021

Job Description:

Job SummaryResponsible for identifying complex problems and developing novel machine learning algorithms to solve them. Evaluates accuracy and functionality of individual machine learning algorithms and understands the overall implications of entire machine learning frameworks. Responsible for overseeing design, implementation and evaluation of future machine learning based products and applications. Guides engineering teams to successfully deploy and operate machine learning based products and applications. Develops novel ways to solve problems and improve products using machine learning, provide guidance and leadership to other researchers and/or engineers. Acts as a technical expert in own area within the organization. May work independently or as part of a team on more complex projects. Provides mentoring and guidance to more junior team members. May be responsible for leading a team, but does not directly manage people.Job DescriptionComcast Applied AI Research is an innovative research group within Comcast---s Technology & Product organization with offices in Washington DC, Philadelphia, Denver and Chicago that engages in groundbreaking research to re-invent customer experience for Comcast---s 22 Million consumers using AI and machine learning.We are currently looking to hire a lead researcher with experience conducting cutting-edge research in AI and Machine Learning applied to customer experience domain. We feature an informal, open atmosphere and cultivate a start-up culture with the backing of a Fortune 50 company. To better serve our community, we believe the diversity of our team should reflect the diversity of our customers.Responsible for identifying complex problems and developing novel machine learning algorithms to solve them. Evaluates accuracy and functionality of individual machine learning algorithms and understands the overall implications of entire machine learning frameworks.Responsible for overseeing design, implementation, and evaluation of future machine learning based products and applications. Guides engineering teams to successfully deploy and operate machine learningbased products and applications.Develops novel ways to solve problems and improve products using machine learning, provide guidance and leadership to other researchers and/or engineers. Acts as a technical expert in own area within the organization.May work independently or as part of a team on more complex projects.Provides mentoring and guidance to more junior team members.May be responsible for leading a team, but does not directly manage people.Employees at all levels are expected to:- Understand our Operating Principles; make them the guidelines for how you do your job- Own the customer experience - think and act in ways that put our customers first, give them seamless digital options at every touchpoint, and make them promoters of our products and services- Know your stuff - be enthusiastic learners, users and advocates of our game-changing technology, products and services, especially our digital tools and experiences- Win as a team - make big things happen by working together and being open to new ideas- Be an active part of the Net Promoter System - a way of working that brings more employee and customer feedback into the company - by joining huddles, making call backs and helping us elevate opportunities to do better for our customers- Drive results and growth- Respect and promote inclusion and diversity- Do what's right for each other, our customers, investors and our communitiesCore Responsibilities:Guides the successful completion of high profile, revenue impacting programs that use machine learning as essential components. Determines the technical objectives of an assignment. Leads the design of prototypes, partnering with the product team and other stakeholdersthrough development. Conducts studies to support product or application development. Serves as a leader to others for machine learning technologies.Design and implement statistical and machine learning models for AI-based customer experience improvement. Drive innovation on improving the speed, coverage and control of high-speed internet data.Perform model validation activities including validation report write-ups, identification of model risks, and development of benchmark models.Work with Product Managers and Business Partners to lead development of prototypes that demonstrate Research work, help with Product Discovery and integrate research output into engineering code base.Collaborate with the product team and ML platform team to remediate model issues and provide subject-matter expert opinions on model improvements.Develop new algorithmic solutions and technical requirements of custom designs for future products and applications.Researches, writes and edits documentation and technical requirements, including evaluation plans, confluence pages, white papers, presentations, test results, technical manuals, formal recommendations and reports. Creates patents, Application Programming Interfaces (APIs)and other intellectual property. Presents papers and/or attends conferences, as well as displaying leadership in these areas.Conduct research in one or more of the following areas: Wi-Fi network modeling, optimization, Customer experience improvement using virtual assistants; machine learning and big data analytics for predictive modeling and proactive action recommendation.Work with various team members both inside and outside research. Ensures timely progress of work. Conduct research in an incremental manner thereby enabling faster integration of technology into products. Able to evaluate prototypes, write technical papers, and help with technology transfer.Keep track of developments of relevant fields both in academia and industry. Attend relevant conferences and publishing research results is encouraged.Consistent exercise of independent judgment and discretion in matters of significance.Regular, consistent and punctual attendance. Must be able to work nights and weekends, variable schedule(s) as necessary.Other duties and responsibilities as assigned.Job Specification:Bachelor---s Degree in Computer Science, Engineering, Applied Mathematics, or StatisticsGenerally requires 11 years related experienceDisclaimer:This information has been designed to indicate the general nature and level of work performed by employees in this role. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications.Comcast is an EOE/Veterans/Disabled/LGBT employer.

Keywords: Comcast, Olympia , Eng 5, Machine Learning, Other , Olympia, Washington

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