Sr Lead Data Scientist - 11773
Role Overview
Coupa provides a total spend management platform informed by data across a global network of buyers and suppliers.
The role owns advanced machine-learning work addressing ambiguous supply chain and sourcing challenges.
The listed work location is Bangalore, India, and the posting identifies the arrangement as hybrid.
Key Skills for This Role
Full Job Posting
Opportunity
Coupa provides a total spend management platform informed by data across a global network of buyers and suppliers.
The role owns advanced machine-learning work addressing ambiguous supply chain and sourcing challenges.
The listed work location is Bangalore, India, and the posting identifies the arrangement as hybrid.
What you’ll do
- Own complex ML features end to end, designing, prototyping, and implementing predictive models for supply chain and sourcing problems.
- Coordinate with Operations Research so forecasts and estimates can serve as calibrated inputs to large-scale optimization engines.
- Partner with software architects on scalable, automated ML pipelines and drive MLOps for deployment, monitoring, and retraining in a multi-tenant SaaS platform.
- Mentor data scientists, set code review standards, lead system design sessions, and strengthen statistical and engineering practices.
- Collaborate with product and engineering leaders on requirements, ML specifications, and algorithmic trade-offs.
- Lead feature engineering on complex datasets and identify new data signals to improve model accuracy.
Qualifications
- Master’s degree or Ph.D. in Data Science, Computer Science, Statistics, Mathematics, or a closely related quantitative field.
- 8+ years applying machine-learning methods and deploying production models in commercial software environments.
- Expertise in predictive modeling, time-series forecasting, and modern ML frameworks such as Scikit-learn, PyTorch, TensorFlow, or XGBoost.
- Production-grade Python, software design patterns, object-oriented programming, and CI/CD; expert SQL and large-dataset feature engineering.
- Strong communication skills to explain complex statistical behavior and model trade-offs to product and business leaders.
- Supply chain domain expertise; Operations Research and solver experience; cloud-native ML, distributed computing, and LLM experience are preferred.
Technical skills
- Required domains include machine learning, predictive modeling, time-series forecasting, NLP, deep learning, classification, and MLOps.
- Preferred tools and platforms include Gurobi, CPLEX, AWS SageMaker, GCP, Docker, Kubernetes, PySpark, and Databricks.
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