Engineer 3, Machine Learning - 8144

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:

Contribute to a team responsible for developing and deploying machine learning applications using Python, Spark, R, and SQL; perform data development and store data within a cloud environment using AWS and Databricks; clean and process raw data using SQL, Python, Neo4j, Scala, R, Spark, and Tableau; apply machine learning and data science techniques including, but not limited to K-Means Clustering, Principle Component Analysis (PCA), Temporal Anomaly Detection, Random Forest/Tree-based Algorithms, Regression, and Neural Networks, to develop models; evaluate accuracy and functionality of machine learning algorithms; translate application requirements into machine learning problem statements; analyze and evaluate solutions both internally generated as well as third party supplied; develop novel ways to use machine learning to solve problems and discover new products; implement, refine, and validate machine learning algorithms for products and application; 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 patents, Application Programming Interfaces (APIs) and other intellectual property; test and evaluate solutions presented to the Company by various internal and external partners and vendors; and 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, Data Science, Business Analytics, Statistics, Mathematics, or any related technical or quantitative field, and one (1) year of experience developing machine learning applications using Python, Spark, R, and SQL; performing data development and storing data within a cloud environment using AWS and Databricks; cleaning and processing raw data using SQL, Python, Neo4j, Scala, R, Spark, and Tableau; and applying machine learning and data science techniques including K-Means Clustering, Principle Component Analysis  (PCA), Temporal Anomaly Detection, Random Forest/Tree-based Algorithms, Regression, and Neural Networks to develop models.

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 & diversity.
• Do what's right for each other, our customers, investors and our communities.

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.

Skills

Databricks Platform, Machine Learning, Python (Programming Language), Structured Query Language (SQL), Tableau (Software)

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 benefits summary on our careers site for more details.

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.