Senior AI/ML Lead - Manufacturing & Supply Chain Analytics

Tata Consultancy Services Limited; Santa Clara (CA); Presencial; USD 161.000 - 220.000; Jornada completa

Descripción de la vacante

Tata Consultancy Services Limited, Santa Clara, CA, seeks a senior Lead - Business Analytics for Commercial, Manufacturing & Supply Chain Analytics. You will drive AI/ML-enabled analytics across business functions, steering engagements from discovery to production in close collaboration with offshore teams.

You will shape solutions, mentor data scientists and engineers, and partner with operations and executive sponsors to deliver measurable outcomes and scalable reference architectures in a

Formación

• Bachelor's degree in Computer Science, Data Science, Industrial Engineering, Operations Research, Supply Chain, Engineering or a related discipline; Master's or PhD desirable.
• Significant professional experience leading AI/ML and analytics solutions in manufacturing and supply chain environments, including taking initiatives from use-case discovery through production adoption.

Responsabilidades

• Lead the AI/ML capability for commercial, manufacturing and supply chain analytics.
• Engage manufacturing, operations, planning, logistics, procurement and technology leaders to identify problems, assess data readiness and prioritize high-value AI/ML use cases.
• Facilitate discovery and design workshops, define target architectures and convert opportunities into a practical roadmap with measurable operational outcomes.
• Architect solutions for predictive maintenance, quality, yield, forecasting, inventory, production planning, logistics and supply-chain analytics based on customer priorities.
• Guide data preparation, feature engineering, model development, validation, deployment, monitoring and continuous improvement.
• Ensure solutions integrate securely with enterprise, manufacturing and supply chain platforms and operate reliably within production workflows.
• Own or contribute to proactive proposals, RFP/RFI responses, estimates, delivery models, demonstrations and executive presentations.
• Lead PoCs and pilots through production, incorporating MLOps, explainability, responsible AI, monitoring, cost control and governance.
• Coordinate planning, staffing, technical reviews and execution governance with offshore engineering, data science and CoE teams.
• Build reusable accelerators, reference architectures and solution assets for manufacturing and supply chain analytics.
• Mentor data scientists, ML engineers and architects, establish technical standards and support opportunity qualification with account leadership.

Conocimientos

AI/ML leadership

Python

scikit-learn

PyTorch

TensorFlow

Time-series forecasting

MLOps

Data architecture

Spark

PySpark

SQL

Cloud platforms

Google Cloud

Azure

AWS

Databricks

Snowflake

CI/CD

MLflow

Model serving

Docker

Kubernetes

Time-series

Educación

Bachelor's degree in CS/DS/Engineering/related field

Herramientas

Docker

Kubernetes

MLflow

Databricks

Snowflake

Spark

PySpark

Descripción del empleo

Tata Consultancy Services Limited, Santa Clara, CA, seeks a senior Lead - Business Analytics for Commercial, Manufacturing & Supply Chain Analytics. You will drive AI/ML-enabled analytics across business functions, steering engagements from discovery to production in close collaboration with offshore teams.

You will shape solutions, mentor data scientists and engineers, and partner with operations and executive sponsors to deliver measurable outcomes and scalable reference architectures in a