
Rolls-Royce
Designs and manufactures power and propulsion systems for aerospace, marine, defence and energy sectors.
Intern - Product Cost Work
Develop ML models for component cost estimation using data from suppliers and ERP.
Job Highlights
About the Role
You will create clean analytical tables from supplier quotations, ERP/SAP data and internal databases, develop machine‑learning and advanced statistical models for cost estimation, and build bottom‑up parametric models that feed into AI layers. The role involves handling both structured and unstructured data, applying manufacturing knowledge to fill gaps, exploring neural‑network cost estimation using CAD geometry or 2D drawings, and supporting analysis of designs, materials and processes to suggest alternatives. • Build analytical tables from supplier quotations, ERP/SAP data, and internal databases. • Develop ML and advanced statistical models (regression, feature engineering, time‑series) for component cost estimation. • Create bottom‑up parametric models and overlay AI models using base calculations. • Handle structured and unstructured data, applying manufacturing knowledge to address missing information. • Explore neural‑network cost estimation using CAD geometry or 2D drawings. • Analyze designs, materials, and manufacturing processes to propose alternatives.
Key Responsibilities
- ▸data tables
- ▸ml modeling
- ▸parametric modeling
- ▸data handling
- ▸neural estimation
- ▸design analysis
What You Bring
The ideal candidate is pursuing a PhD in Data Science or engineering with an ML/AI focus, or holds a master’s in mechanical, production or industrial engineering, and possesses strong SQL, Python and ETL skills. Experience with scikit‑learn, XGBoost, LightGBM, hyperparameter tuning, knowledge of neural networks, CAD tools, manufacturing processes and internal combustion engines, as well as excellent English communication, are required. • Pursuing PhD in Data Science/Engineering (ML/AI focus) or master’s in mechanical/production/industrial engineering. • Proficient in SQL, Python, and ETL principles. • Experience with scikit‑learn, XGBoost, LightGBM and hyperparameter tuning. • Knowledge of neural networks, CAD tools, manufacturing processes, and internal combustion engines. • Strong written and spoken English communication skills.
Requirements
- ▸phd
- ▸sql
- ▸python
- ▸etl
- ▸scikit‑learn
- ▸xgboost
Benefits
Rolls‑Royce invites emerging talent to join a six‑month internship (January‑June 2026) in Pune, offering a chance to work on world‑class solutions within a culture that values individuality and diverse perspectives. The internship provides exposure to product cost work, supporting daily administrative, operational and project‑based tasks while collaborating with cross‑functional teams and developing practical HR operations skills in a high‑volume, fast‑paced environment. The programme offers a dynamic and challenging office environment, dedicated personal and professional development, responsibility from day one, and participation in a multi‑year transformation aimed at making the company high‑performing, competitive, resilient and growing. • Dynamic, challenging office environment. • Opportunities for personal and professional development. • Inclusive, respectful workplace fostering diversity and innovation.
Work Environment
Office Full-Time