Principal Consultant-Senior ML Engineer
Genpact
5 - 10 years
Hyderabad
Posted: 03/09/2024
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Job Description
Responsibilities
• Developing functionality in Shutterfly’s Data Science Management Platform (DSMP), building model features, developing data pipelines and API integration.
• Support migration and deployment of ML models from the legacy platform to DataBricks, rebuilding workflows to accommodate new tools and providing support in managing models.
• Configure and optimize ML model deployments, improving performance and throughput.
• Assist Data Scientists in identifying and enhancing new data sources.
• Developing standardized APIs for internal use, ex. Modeling utilities for Data scientists and working with engineering to deploy models for production applications.
• Monitor and maintain deployed models, troubleshooting issues and improved performance.
• Generate reports on model performance, effectiveness, and areas of improvement.
Qualifications we seek in you!
Minimum Qualifications
• Master’s degree in computer science (Machine Learning, AI, Statistics, or equivalent
Preferred Skills
• Hands-on experience in software development and deploying machine learning models
• Good skills with Spark/Python/Perl
• Experience with development and deployment in Databricks
• Experience with state-of-the-art ML frameworks such as Sklearn, Tensorflow and PyTorch.
• Advanced knowledge of data querying skills (SQL)
• Usage of cloud compute solutions, eg. AWS
• Experience with version control systems such as Github
About Company
Genpact is a global professional services firm delivering digital transformation by putting digital and data to work to create competitive advantage.
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