Staff Data Engineer

ServiceTitan, Inc.; Bengaluru; On-site; INR 3,500,000 - 6,500,000; Full time

Job summary

ServiceTitan, Inc. is seeking a Staff Data Engineer to lead architectural evolution and execution of our core data platform in Bengaluru, India. You will shape the next generation of data capabilities with semantic modeling, data sharing, and performance optimizations for large-scale workloads.

You will drive cross-functional collaboration, own critical data pipelines, and champion engineering excellence with automated testing and on-call responsibility.

Qualifications

• 8+ years in software or data engineering in high-traffic environments.
• Proven leadership in designing data systems and architectures.
• Experience with semantic modeling and query performance optimization.

Responsibilities

• Architect, implement, and maintain scalable data systems for enterprise analytics.
• Contribute to semantic layer and data sharing architectures for governed access.
• Lead data curation and modeling with dbt MetricFlow for standardized metrics.
• Optimize distributed storage and query performance for large datasets.
• Collaborate on data pipelines from transactional and streaming sources.
• Promote code quality with automated testing and reviews.
• Build observability tools for data quality and reliability.
• Participate in on-call rotations to maintain system health.

Skills

SQL

Python

Spark

Java/Scala

Data modeling

CI/CD

Education

BS/MS/PhD in CS or related

Tools

Snowflake

Kafka

Kinesis

dbt MetricFlow

Job description

About the Role

Ready to be a Titan? Play a pivotal role as our Data Platform expert! As a Staff Data Engineer, you will lead the architectural evolution and engineering execution of our core data platform. This is a high-impact role for a technical leader to design and build major features in a rapidly growing, high-scale environment. In this role, you will help shape the next generation of our data capabilities—integrating robust Semantic Modeling, optimizing Query Performance, and advancing our Data Sharing capabilities. We build for perfection, use the most modern tools, have an amazing culture, and love to solve complex problems. If you share these values, you will find yourself in the perfect company.

What You’ll Do

• Architect & Implement: Design, implement, and maintain high-performance, fault-tolerant, and scalable systems to support enterprise-grade data and analytical products.
• Semantic & Shared Data Architecture: Contribute to the design and implementation of modern Semantic Layer and Data Share architectures, enabling seamless and governed data access across the organization.
• Data Curation & Modeling: Lead the implementation of clean semantic models using dbt MetricFlow to define standardized business metrics. Drive modern data curation solutions that allow teams to quickly onboard new data sources.
• Performance Engineering: Evaluate, implement, and optimize efficient distributed storage and Query Performance techniques to maximize platform efficiency and minimize latency across massive datasets.
• Pipeline Engineering: Partner with cross-functional teams to extract, transform, and load data from a wide variety of transactional, streaming, and analytical sources.
• Engineering Excellence: Champion exceptional code quality with rigorous automated testing. Lead regular code reviews, drive constructive technical discussions, and facilitate design sessions across multiple engineering teams.
• Observability & Quality: Design automation tools for monitoring, alerting, and measuring data quality, ensuring high platform reliability.
• Operational Ownership: Actively participate in the on‑call rotation to monitor system stability, manage incidents, and uphold a culture of operational excellence.

What You’ll Bring

• Education: B.S., M.S., or PhD degree in Computer Science, or a related technical field.
• Experience: 8+ years of hands‑on experience in Software Engineering / Data Engineering roles working in high‑traffic, highly available production environments.
• Technical Leadership: 3+ years of experience driving the technical architecture, design patterns, reliability, scaling, and ROI of complex data systems.
• Semantic & Performance Expertise: Proven experience with Semantic Modeling concepts (ideally using dbt MetricFlow) and a strong track record of troubleshooting and optimizing complex Query Performance.
• Core Modern Stack: Deep proficiency with cloud data warehouses (e.g., Snowflake), SQL, and advanced data transformation frameworks.
• Programming Depth: Strong experience with Python, Spark, Java, Scala, or similar programming languages.
• Big Data & Streaming: Experience with modern open table formats (e.g., Iceberg, Delta) and streaming/messaging platforms like Kafka or Kinesis.
• Operational Rigor: Experience participating in production on‑call rotations, maintaining system health, and adhering to strict CI/CD guidelines.
• Location: Based in India, with the ability to collaborate effectively across distributed global time zones.

Be Human With Us

Being human isn’t about checking every box on a list. It’s about the experiences we have, people we meet, and the perspectives we share. We need amazing people like you to help us challenge the conventional and think differently about the problems that we’re solving. We’re in this together. Come be human, with us.

AI Tools

Use of AI Technology: We use technology, including automated and AI‑assisted tools, to support certain aspects of our recruitment process. These tools are designed to improve efficiency and enhance the candidate experience. AI tools are not used to make hiring decisions; all hiring decisions are made by our hiring teams. At ServiceTitan, we celebrate individuality and uniqueness. We believe that the convergence of fresh perspectives and experiences from all walks of life is what makes our product and culture so great. We do not discriminate against employees based on race, color, religion, sex, national origin, gender identity or expression, age, disability, sexual orientation, or any other characteristic protected by applicable laws.

We’re building the first end‑to‑end solution to transform the trades, a trillion‑dollar global industry that’s been underserved by technology for far too long. Recognized by Forbes as one of the top cloud companies, we use our deep industry knowledge and technical expertise to develop solutions that empower everyday entrepreneurs to grow and scale their businesses. While our vision is bold, we always stay humble. Join us. We’re just getting started.

Click here to view our Global Applicant Privacy Notice