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    Engineer 5, Machine Learning - Philadelphia, United States - Comcast Cable Communications LLC

    Comcast Cable Communications LLC
    Comcast Cable Communications LLC Philadelphia, United States

    6 days ago

    Default job background
    Description


    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.

    PLEASE SEND RESUMES TO .COM AND REFERENCE JOB ID # 2830 WHEN APPLYING FOR THIS POSITION.
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