Engineer 3 - Machine Learning

Success Profile

What makes a successful Engineer 3 - Machine Learning at Comcast? Check out these top traits and explore role-specific skills in the job description below.

• Results-driven
• Adaptable
• Inventive
• Entrepreneurial
• Team Player
• Problem-Solver

Benefits

We’re proud to offer comprehensive benefits to help support you physically, financially and emotionally through the big milestones and in your everyday life.

Job Summary

Job Description

Overview:

Our team aims to expand and enhance the monitoring and understanding of our streaming quality and customers’ experience by leveraging data, analytics solutions, and industry-standard practices. We're seeking a talented Machine Learning Engineer to join our dynamic team and help drive our AI initiatives forward.

Responsibilities:

• Design, develop, and implement machine learning models that solve complex business problems, from data ingestion to model deployment
• Containerize ML applications and deploy them using Kubernetes
• Develop and maintain data workflows using Airflow
• Work with cloud platforms (GCP, AWS, Azure) to build scalable ML infrastructure
• Collaborate with cross-functional teams to build scalable, production-ready machine learning systems
• Optimize model performance and infrastructure costs
• Collaborate with cross-functional teams to identify ML opportunities and implement solutions
• Monitor model performance and implement CI/CD for ML systems
• Analyze large datasets, identify patterns, and use statistical models to make predictions
• Continuously monitor and evaluate the performance of machine learning models and make improvements where necessary
• Stay up to date with the latest developments in AI, LLMs, Machine Learning and Data Science
• Communicate findings and insights to stakeholders, both technical and non-technical

Required skills and experience:

• Kubernetes: Strong experience with pod management, deployments, scaling, and Helm charts
• Airflow: Proficiency creating DAGs, implementing PythonOperators, scheduling jobs, and managing task dependencies
• Cloud Platforms:
  • GCP: BigQuery, Cloud Storage
  • AWS: S3, EC2
  • Azure: Blob Storage
• Python: Advanced knowledge of core Python, Pandas, NumPy, automation scripts, and API interactions
• Machine Learning: Experience with Scikit-learn, TensorFlow, data preprocessing techniques, and model deployment

Preferred Qualifications:

• Bachelor’s or Master’s degree in computer science, Data Science, or a related field
• 3+ years of experience in ML engineering or similar roles
• Experience with MLOps tools and practices
• Strong problem-solving and critical thinking skills
• Excellent communication and collaboration skills

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.

Base pay is one part of the Total Rewards that Comcast provides to compensate and recognize employees for their work. Most sales positions are eligible for a Commission under the terms of an applicable plan, while most non-sales positions are eligible for a Bonus. Additionally, Comcast provides best-in-class Benefits to eligible employees. 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 compensation and benefits summary on our careers site for more details.

Education

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

5-7 Years