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FreeWheel, a Comcast company, provides comprehensive ad platforms for publishers, advertisers, and media buyers. Powered by premium video content, robust data, and advanced technology, we’re making it easier for buyers and sellers to transact across all screens, data types, and sales channels. As a global company, we have offices in nine countries and can insert advertisements around the world.
Job Responsibility
Implementing, refining, and validating machine learning algorithms tailored for company products and applications
Training machine learning models, validating their accuracy, and manage the deployment of these models into production environments
Designing and developing data pipelines, ensuring proper data ingestion, validation, cleaning, and monitoring
Researching and authoring documentation and technical requirements, including white papers, test results, and formal recommendations
Innovating by contributing to the creation of patents, Application Programming Interfaces (APIs), and other intellectual property
Testing and evaluating machine learning solutions from internal and external sources, providing detailed assessments
Conducting case studies and compile reports to inform testing strategies and results
Designing proof of concept solutions, contributing to research studies that underpin future product or application development
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
Requirements
Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field of study
1-2 years of relevant professional experience
Strong understanding of software development principles, data structures, and algorithms
Proficient in Python, with a good grasp of common design patterns and backend system design principles, experience with C++ is a bonus
Solid understanding of testing methodologies, with hands-on experience in backend testing tools such as pytest, etc., to ensure code quality and system reliability
Strong problem-solving and debugging skills in backend systems
Good communication and writing skills, coupled with the ability to thrive in a fast-paced, dynamic environment
Familiarity with the Scrum Agile collaboration framework and experience using Jira are a plus
Familiarity with CI/CD tools, Git, and understanding of DevOps principles, experience with Jenkins is a plus
Experience with Docker, Kubernetes, or cloud computing platforms is a plus
Experience in ML Ops is a plus
Experience performing container orchestration using Kubernetes and working with Cloud platforms. Experience with AWS is a plus
Nice to have
Experience with C++
Familiarity with the Scrum Agile collaboration framework and experience using Jira
Familiarity with CI/CD tools, Git, and understanding of DevOps principles, experience with Jenkins
Experience with Docker, Kubernetes, or cloud computing platforms
Experience in ML Ops
Experience performing container orchestration using Kubernetes and working with Cloud platforms. Experience with AWS