Machine Learning Engineer 2

About FreeWheel

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.

Responsibilities

• Implementing, refining, and validating machine learning algorithms tailored for company products and applications
• Training machine learning models, validating their accuracy, and managing 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 compiling 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

Qualifications

• 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
• Solid understanding of testing methodologies, with hands-on experience in backend testing tools such as pytest
• 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

Preferred Qualifications

• 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

Company Expectations

Employees at all levels are expected to:

• Understand our Operating Principles and 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

Compensation

Primary Location Pay Range: $126,147.20 - $189,220.80

Comcast intends to offer the selected candidate base pay within this range, dependent on job-related, non-discriminatory factors such as experience. Base pay is one part of the Total Rewards that Comcast provides to compensate and recognize employees for their work. Most non-sales positions are eligible for a Bonus. Additionally, Comcast provides best-in-class Benefits to eligible employees.

Please visit the compensation and benefits summary on our careers site for more details.

Education and Experience

• Bachelor's Degree (while possessing the stated degree is preferred, Comcast also may consider applicants who hold some combination of coursework and experience, or who have extensive related professional experience)
• Relevant Work Experience: 2-5 Years

Application

The application window is 30 days from the date the job is posted, unless the number of applicants requires it to close sooner or later.

Equal Opportunity

Comcast is 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.