Engineer 3, Machine Learning (Multiple Openings)-6351

FreeWheel, A Comcast Company, comprised of FreeWheel Publishers, FreeWheel Markets, and FreeWheel Advertisers empowers all segments of The New TV Ecosystem.

We are structured to provide the full breadth of solutions the advertising industry needs to achieve their goals. We power the technology, data enablement, and convergent marketplaces required to ensure buyers and sellers can transact across all screens, across all data types, and all sales channels, in order to ensure the ultimate goal results for marketers.

With offices in New York, San Francisco, Chicago, London, Paris, Beijing, and across the globe, FreeWheel, A Comcast Company, stands to advocate for the entire industry through the FreeWheel Council for Premium Video.

Job Summary

Are you the right applicant for this opportunity Find out by reading through the role overview below.

Job Description

DUTIES :

• Develop and deploy machine learning algorithms and software using Python, Numpy, and Pandas;
• Perform machine and deep learning engineering;
• Analyze data in relational databases using SQL;
• Use Tensorflow and PyTorch for training and inference of deep neural networks;
• Perform version control using Git;
• Evaluate accuracy and functionality of machine learning algorithms;
• Translate application requirements into machine learning problem statements;
• Analyze and evaluate internally generated and third party supplied solutions;
• Develop novel ways to use machine learning to solve problems and discover new products;
• Implement, refine, and validate machine learning algorithms for products and applications;
• Take action on existing specifications of designs and develop data pipelines consisting of data ingest, data validation, data cleaning and data monitoring;
• Train machine learning models, validate the accuracy of the machine learning models once trained, and deploy validated machine learning models into production;
• Research, write and edit documentation and technical requirements, including evaluation plans, confluence pages, white papers, presentations, test results, technical manuals, formal recommendations and reports;
• Create patent-worthy solutions, Application Programming Interfaces (APIs), and other intellectual property;
• Test and evaluate solutions presented to the Company by various internal and external partners and vendors;
• Design proof of concept solutions and contribute to studies to support future product or application development.

Position is eligible for 100% remote work.

REQUIREMENTS :

• Master’s degree, or foreign equivalent, in Computer Science, Engineering, Mathematics, Data Science, Analytics, or related technical or quantitative field, and one (1) year of experience performing machine learning engineering and deep learning engineering;
• developing software using Python, Numpy, and Pandas; analyzing data in relational databases using SQL; using Tensorflow and PyTorch for training and inference of deep neural networks;

and performing version control using Git. Experience may be gained through post-baccalaureate work or post-graduate level research.

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.

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