Senior Machine Learning Engineer (Cloud & Data Platform)

About Genpact and Role Overview

At Genpact, we are pioneers in leveraging AI and digital technology to transform industries and empower global enterprises. Our AI Gigafactory exemplifies our commitment to accelerating advanced technology solutions that enable businesses to operate smarter, grow faster, and innovate extensively. If you are passionate about cutting-edge AI development and thrive in an innovation-driven setting, join us to help shape the future.

Key Responsibilities

• Develop, design, and deploy scalable and efficient machine learning models using frameworks like PyTorch.
• Revamp and optimize existing legacy ML models into robust, production-quality solutions.
• Enhance model scalability, reproducibility, and overall performance.
• Support processes including model validation, benchmarking, and certification ensuring traceability and thorough documentation.
• Construct and refine distributed data pipelines utilizing Spark-based platforms such as Databricks.
• Develop efficient ETL/ELT workflows focusing on scalability and performance enhancements.
• Design data models suitable for cloud-based warehouses like Snowflake, following cloud-native architectural best practices.
• Create standardized reusable utilities and frameworks to streamline analytics workflows.
• Contribute in migrating on-premises or outdated analytics platforms to modern cloud ecosystems.
• Refactor legacy codebases adhering to current engineering and DevOps standards, including leveraging GPU acceleration when applicable.
• Manage scheduling and orchestration of data and machine learning workflows.
• Execute stringent testing and validation routines to guarantee data integrity and model accuracy.
• Conduct parallel system runs and performance benchmarking during modernization efforts.
• Collaborate closely with governance, risk, and compliance teams maintaining high levels of documentation and reproducibility.

Why Work With Us

• Lead transformative AI projects that redefine industries.
• Have a tangible impact by addressing vital business challenges faced by global enterprises.
• Accelerate your career growth with hands-on experience, world-class training, mentorship, and certification opportunities in AI.
• Collaborate with a team of top-tier engineers, data scientists, and AI experts in a fast-paced environment.
• Be part of an organization committed to ethical AI focusing on transparency, governance, and security.
• Engage in a values-driven culture characterized by integrity, inclusion, curiosity, and innovation that empower your ideas.

Additional Information

Genpact is an Equal Opportunity Employer and values diversity across all dimensions including race, religion, gender identity, disability, and other legally protected categories. We maintain a respectful workplace culture based on integrity and customer focus. Furthermore, Genpact does not require any fees for application processing or hiring participation to protect applicants from fraud or scams.