Engineer

Job description

Skill

Senior Feature Engineer Must Have Technical/Functional Skills: 10+ years in Data Engineering, Feature Engineering, or ML Engineering. Proven experience designing production-grade data/feature pipelines. Strong track record in scalable distributed data systems. Experience working in enterprise AI/ML platforms or feature stores.

Prior mentoring or technical leadership experience Job Description

Design and implement scalable, reusable feature pipelines (batch and real-time). Develop complex feature transformations and advanced data modeling logic. Optimize feature performance, latency, and cost efficiency. Ensure feature quality, validation, and SLAs (freshness, accuracy, reliability). Collaborate with Data Science and ML Engineering teams to align features with use cases. Contribute to feature store architecture and standards.

Mentor Feature Engineers and promote engineering best practices. Support production deployment, monitoring, and incident resolution Roles & Responsibilities Technical Skills: Programming: Advanced Python and SQL.

Distributed Processing

Spark / Flink (large-scale data processing).

Feature Engineering

Advanced transformations, feature design patterns.

Data Modeling

Complex transformations, aggregation strategies.

Feature Stores

Hands-on with platforms such as Hopsworks, Feast, SageMaker.

ML Lifecycle Understanding

Feature importance, model input optimization.

Data Quality & Validation

Drift detection, validation frameworks. Platform & Engineering. CI/CD pipelines and automated testing. Cloud platforms (Azure / AWS / GCP). Monitoring, observability, and production debugging.

Performance tuning and scalability optimization Soft Skills

Technical leadership and mentoring. Cross-team collaboration (Data Science, MLOps, Platform). Strong problem-solving and optimization mindset. Ability to translate business use cases into feature Salary Range - $100,000-$120,000 a year TCS Employee Benefits Summary: Discretionary Annual Incentive.

Comprehensive Medical Coverage

Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.

Family Support

Maternal & Parental Leaves.

Insurance Options

Auto & Home Insurance, Identity Theft Protection.

Convenience & Professional Growth

Commuter Benefits & Certification & Training Reimbursement.

Time Off

Vacation, Time Off, Sick Leave & Holidays.

Legal & Financial Assistance

Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

Qualifications

BACHELOR OF COMPUTER SCIENCE