Engineer 5, Machine Learning

4 weeks ago

Philadelphia, United States Comcast Corporation Full time
Make your mark at Comcast -- a Fortune 30 global media and technology company. From the connectivity and platforms we provide, to the content and experiences we create, we reach hundreds of millions of customers, viewers, and guests worldwide. Become part of our award-winning technology team that turns big ideas into cutting-edge products, platforms, and solutions that our customers love. We create space to innovate, and we recognize, reward, and invest in your ideas, while ensuring you can proudly bring your authentic self to the workplace. Join us. You’ll do the best work of your career right here at Comcast. (In most cases, Comcast prefers to have employees on-site collaborating unless the team has been designated as virtual due to the nature of their work. If a position is listed with both office locations and virtual offerings, Comcast may be willing to consider candidates who live greater than 100 miles from the office for the remote option.)

Job Summary

Job Description

DUTIES: Provide technical leadership in designing and developing new software and web applications using Python and Go; train, build, and deploy machine learning models with TensorFlow and NoSQL databases; automate software deployment, scaling, and management using Kubernetes; work within the AWS cloud-based platform; utilize Milvus vector database; identify complex problems and develop and deploy novel prototypes and algorithms to solve them; improve accuracy and functionality of algorithms and understand the overall implications of the entire machine learning frameworks; translate application requirements into problem statements; analyze and evaluate solutions both internally generated as well as third party supplied; guide the successful completion of programs that identify patterns and make decisions with minimal human intervention; determine the technical objectives of an assignment; lead the design of prototypes, partnering with the product team and other stakeholders through development; conduct studies to support product or application development; design and implement end-to-end solutions using optimization and other advanced computer science technologies and own live deployments; aggregate huge amounts of data and information from large numbers of sources to discover patterns and features necessary to automate analytical models; research, write and edit documentation and technical requirements, including evaluation plans, confluence pages, white papers, presentations, test results, technical manuals, formal recommendations and reports; test and evaluate solutions presented to the Company by various internal and external partners and vendors; and guide and mentor junior-level engineers. Position is eligible for 100% remote work.

REQUIREMENTS: Bachelor’s degree, or foreign equivalent, in Computer Science, Engineering, or related technical field, and seven (7) years of experience developing software using Python and Go; training, building, and deploying machine learning models with TensorFlow and NoSQL databases; automating software deployment, scaling, and management using Kubernetes; of which two (2) years must include working within the AWS cloud-based platform; and of which one (1) year must include utilizing Milvus vector database.

Disclaimer:

  • 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 proud to be an equal opportunity workplace. We will consider all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status, genetic information, or any other basis protected by applicable law.

Base pay is one part of the Total Rewards that Comcast provides to compensate and recognize employees for their work. Most sales positions are eligible for a Commission under the terms of an applicable plan, while most non-sales positions are eligible for a Bonus. Additionally, Comcast provides best-in-class Benefits. We believe that benefits should connect you to the support you need when it matters most, and should help you care for those who matter most. That’s why we provide an array of options, expert guidance and always-on tools, that are personalized to meet the needs of your reality – to help support you physically, financially and emotionally through the big milestones and in your everyday life. Please visit the compensation and benefits summary on our careers site for more details.

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