Engineer 4 - Machine Learning

Comcast; Chennai District; On-site; INR 3,500,000 - 7,000,000; Full time

Job summary

Comcast in Chennai seeks a senior ML engineer to design, build and deploy advanced ML models and pipelines across streaming and advertising domains.

You will translate business problems into ML solutions, collaborate with data scientists and engineers, and mentor junior staff in a fast-paced agile environment.

Qualifications

• 7-10 years of ML experience.
• Strong Python for maintainable code.
• SQL data exploration and analytics.
• Experience with Agile methodologies.
• PhD in a relevant field (preferred).
• Networking/telecommunications knowledge.
• Experience with data visualization tools (Dash, Streamlit, Superset).

Responsibilities

• Develop, test, deploy ML pipelines.
• Data manipulation and ML workflows for EDA, feature extraction, modeling and tuning.
• Forecasting using traditional or deep learning approaches.
• Mentor junior to mid-level data scientists.
• Collaborate in Scrum/agile setting and communicate with stakeholders.

Skills

Python

ML pipelines

Data analysis

Time series

Modeling

Education

Bachelor's Degree

Alternative education/experience considered

Tools

Vertex AI

BigQuery

CloudSQL

Compute Engine

SQL

Job description

Comcast brings together the best in media and technology. We drive innovation to create the world's best entertainment and online experiences. As a Fortune 50 leader, we set the pace in a variety of innovative and fascinating businesses and create career opportunities across a wide range of locations and disciplines. We are at the forefront of change and move at an amazing pace, thanks to our remarkable people, who bring cutting-edge products and services to life for millions of customers every day. If you share in our passion for teamwork, our vision to revolutionize industries and our goal to lead the future in media and technology, we want you to fast-forward your career at Comcast.

Job Summary

Responsible for identifying complex problems and developing and deploying novel prototypes and algorithms to solve them. Improves accuracy and functionality of algorithms and understands the overall implications of the entire machine learning frameworks. Translates application requirements into problem statements. Analyzes and evaluates solutions both internally generated as well as third party supplied. Develops novel ways to solve problems and discover new products. Provide guidance and leadership to more junior researchers. Integrates knowledge of business and functional priorities. Acts as a key contributor in a complex and crucial environment. May lead teams or projects and shares expertise.

Job Description

• Core Responsibilities
• Proven5+ yearsof commercial experienceincreating,testing,deploying,monitoringand maintainingmachine learning pipelines
• Fluentwithdata manipulation and ML frameworks for EDA, feature extraction and development, modelling, hyperparameter tuning, experimenttrackingand performance monitoring.
• Expertisein correlation analysis, classification / clustering techniques, anomalydetectionand time series forecasting using either traditional or deep learning ML approaches
• Strong Python backgroundwith the ability to write clean, modular, and maintainable code following best practices including abstraction,exceptionshandling, andtesting to supportlong-term maintainability.
• Experience using SQLdata exploration, feature extraction, and integration with analytical workflows.
• Familiaritywith cloudplatformsandproducts likeGoogleVertexAI,BigQuery,CloudSQL,ComputeEngineor similar solutions
• Demonstratedability to support, mentor, and guidejuniorto mid-leveldata scientists and machine learning engineers
• Familiarity with Agileways of working,participatingin sprint planning, retrospectivesetc.
• Excellent communication skills, with the ability to explain complex analytical concepts to technical and non-technical stakeholders. Preferred Qualifications
• PhD at a relevant field
• Networking/Telecommunications knowledge
• Experience with data visualisation tools and frameworks such asDash,Streamlit,Supersetetc, to aid in the presentation of model results and findings.

#CIECTN26

• 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.

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.

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

7-10 Years