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Senior Data Engineer

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

We are seeking a skilled and motivated Sr Data Engineer with strong
experience in building and managing data pipelines across AWS cloud
services (Comcast Cloud Platform is a plus). The ideal candidate will also
bring hands-on experience in Machine Learning, Natural Language
Processing (NLP), and API development using Python, alongside a solid
understanding of the cable construction and network domain.

As a Data Engineer on our team, you'll be instrumental in enabling analytics,
intelligent applications, and real-time business insights by integrating and
transforming data from multiple systems in a secure, scalable, and efficient
way.

Job Description

Core Responsibilities

  • Design, build, and maintain robust ETL/ELT pipelines using AWS Glue, Lambda, Python, PySpark, and Shell scripting
  • Integrate and optimize structured and unstructured data sources including DynamoDB, Oracle, and external APIs
  • Build and manage data lakes and warehouses on S3, Redshift, Athena, and RDS
  • Implement and manage infrastructure using Terraform (IaC) and secrets management via HashiCorp Vault
  • Develop and deploy APIs using Python (Flask, FastAPI) to serve machine learning models or expose processed datasets to internal tools
  • Build and productionize machine learning pipelines using Python, S3, Glue, and ML libraries such as scikit-learn, spaCy, or transformers
  • Apply Natural Language Processing (NLP) techniques to extract insights from text data sources such as service tickets, construction logs, or work orders
  • Collaborate with domain SMEs to model and understand data across cable construction and network operations
  • Develop and schedule data workflows using Concourse CI/CD
  • Maintain and enhance legacy data workflows (e.g., Pentaho) during migration and modernization phases
  • Ensure robust data quality, performance monitoring, and pipeline observability
  • 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) and overtime as necessary.
  • Other duties and responsibilities as assigned.

What You’ll Bring:

  • A builder’s mindset with experience translating domain problems into clean, scalable data and ML solutions
  • Strong software engineering fundamentals and appreciation for code quality and reusability
  • Passion for improving decision-making through data and automation
  • Clear communication and collaboration across cross-functional teams (engineering, product, analytics, and operations)

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

AWS DynamoDB, AWS Lambda, Oracle, PySpark

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.

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.

Certifications (if applicable)

Relevant Work Experience

7-10 Years

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.
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Average salary estimate

$115000 / YEARLY (est.)
min
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$100000K
$130000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Senior Data Engineer, Comcast

At Comcast, as a Senior Data Engineer, you'll become a vital part of our innovative technology team. We're a Fortune 30 global media and tech company that truly values fresh ideas and diverse talents, and we want you to come as your authentic self. As you build and manage data pipelines across AWS cloud services, particularly with Comcast Cloud Platform, you'll play a key role in enabling analytics and real-time business insights. This isn't just about moving data; it's about transforming it to empower intelligent applications and impactful decisions. You'll design and maintain robust ETL/ELT pipelines and work with various data sources, ensuring that our systems are optimized and running smoothly. You'll also use machine learning and Natural Language Processing (NLP) techniques to extract valuable insights. Collaboration is key in this role; you'll work closely with cross-functional teams to model and understand data across various operations. Plus, you'll have the opportunity to enhance legacy workflows and implement new solutions. If you're passionate about translating complex problems into impactful data strategies and want to work in an environment that encourages growth and innovation, Comcast is the perfect place for you to thrive. Join us in Virginia and step into a role where your contributions can truly make a difference.

Frequently Asked Questions (FAQs) for Senior Data Engineer Role at Comcast
What are the key responsibilities of a Senior Data Engineer at Comcast?

As a Senior Data Engineer at Comcast, your primary responsibilities include designing, building, and maintaining robust ETL/ELT pipelines using AWS technologies like Glue and Lambda, optimizing data sources, and developing machine learning models. You will collaborate with domain experts to handle data from various sources and enhance data workflows while ensuring data quality and performance.

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What qualifications are needed for a Senior Data Engineer position at Comcast?

To be successful as a Senior Data Engineer at Comcast, candidates typically need a bachelor's degree in a related field or extensive relevant experience, along with 7-10 years in data engineering. Hands-on experience with AWS services, Python for API development, and a solid understanding of machine learning and NLP techniques are crucial for this role.

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How does Comcast approach professional development for Senior Data Engineers?

At Comcast, we recognize the importance of continuous growth and learning for Senior Data Engineers. We provide various opportunities for professional development, including access to courses, certifications, and collaborative projects that foster innovation and skill-building in cutting-edge technologies and practices.

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What is the workplace culture like for a Senior Data Engineer at Comcast?

The workplace culture at Comcast for Senior Data Engineers is inclusive, innovative, and team-oriented. We encourage open collaboration across different teams, celebrate diversity, and promote a respectful environment where all employees feel empowered to share ideas and contribute to our mission of providing exceptional customer experiences.

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What technologies will a Senior Data Engineer at Comcast be working with?

As a Senior Data Engineer at Comcast, you will work with a variety of technologies, including AWS services such as Glue and Lambda, database management systems like DynamoDB and Oracle, data processing frameworks like PySpark, and programming languages such as Python for API development and machine learning applications.

Join Rise to see the full answer
Common Interview Questions for Senior Data Engineer
Can you describe your experience with AWS services as a Senior Data Engineer?

When answering this question, focus on specific AWS services you've used, such as AWS Glue for ETL pipelines or DynamoDB for database management. Explain your role in implementing these services and the impact they had on data processing and analytics.

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How do you ensure data quality and integrity in your pipelines?

Discuss the strategies you use for data validation, monitoring, and error handling in your pipelines. Mention any tools or methodologies you employ to maintain data integrity and provide examples of how you've successfully addressed data quality issues in past projects.

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What is your approach to optimizing ETL processes?

Explain your stepwise approach to optimizing ETL processes, including analyzing bottlenecks, utilizing parallel processing, and refining query performance. Highlight any tools or techniques you've implemented that led to measurable performance improvements.

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What challenges have you faced while developing machine learning models?

Reflect on specific challenges related to data preprocessing, model selection, or deployment you’ve encountered in your previous roles. Discuss how you overcame these challenges and the lessons learned from the experience that would be valuable in the Senior Data Engineer role.

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How do you handle unstructured data when building data pipelines?

Discuss your experience with transforming unstructured data into a structured format. Highlight specific techniques you've used, such as Natural Language Processing (NLP) or data parsing libraries, and how these processes enriched the data for analytics.

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Can you describe a successful project you led as a data engineer?

Provide a detailed overview of a particular project, your role, the technologies used, and the outcomes. Highlight any specific challenges you faced and how your leadership contributed to the project's success.

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What tools do you use for monitoring data pipeline performance?

Mention the monitoring tools you’ve employed, their features, and how they help maintain pipeline health. Discuss any specific metrics you track and why they are important for effective data management.

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How do you collaborate with cross-functional teams as a Senior Data Engineer?

Describe how you engage with teams such as analytics, product, and operations. Provide examples of collaborative projects and how effective communication helped align goals and expedite project delivery.

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What strategies do you use for implementing Infrastructure as Code (IaC)?

Discuss your experience with IaC tools such as Terraform, explaining the benefits they bring to pipeline deployments and how you apply best practices for Version Control and reproducibility in your infrastructure.

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How do you stay updated with the latest industry trends and technologies?

Talk about your commitment to continuous learning, including resources like online courses, webinars, and industry conferences. Mention specific areas you've recently invested in that align with advancements in data engineering and analytics.

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Comcast creates incredible technology and entertainment that connects millions of people to the moments and experiences that matter most.

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DATE POSTED
April 20, 2025

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