Machine Learning Engineer 2

Responsibilities

• 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.
• 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.
• Support a culture of inclusion in how you work and lead.
• 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.
• Design, Machine Learning Algorithms, Python (Programming Language)

Benefits

Additional Information

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 Summary 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 Description

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