Digital R&D Physical AI Engineering Expert
- Sanofi
- 5 - 10 years
- Hyderabad
- 8 days ago
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Job Description
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Job Title: Digital R&D Physical AI Engineering Expert
Location: Hyderabad, India
About the Job
- At Sanofi, we are moving beyond traditional "Data AI" and into the realm of Physical AI. Our team in Hyderabad is bridging the gap between digital intelligence and the physical reality of chemical manufacturing. We don''t just predict outcomes; we optimize the physical processes that create life-saving Small Molecule medicines.
- We are looking for a visionary engineer to build the "Digital Brain" for our labs. You will use high-fidelity simulation and active learning to reduce uncertainty in chemical sampling, accelerate the Pharma R&D cycle, and design autonomous, self-optimizing chemical processes.
Key Responsibilities
- Physical AI & Process Optimization: Design AI systems that optimize chemical reaction yields, purity, and safety by modeling the complex interplay of thermodynamics and kinetics.
- High-Fidelity Simulation: Leverage the NVIDIA Isaac Sim / Isaac Lab (Omniverse) ecosystem not just for robotics, but as a GPU-accelerated physics engine to simulate lab environments and fluidic processes.
- Active Learning for Sampling: Develop algorithms (Bayesian Optimization/Active Learning) that intelligently decide the "next best experiment," reducing the number of physical samples required to master a chemical space.
- Sim-to-Real Pipelines: Create Digital Twins that synchronize with real-world lab sensors, ensuring our simulations are grounded in the physical reality of the Small Molecule R&D cycle.
- Robotic Integration: Architect the control logic for lab automation hardware, enabling "closed loop" discovery where AI designs, executes, and learns from experiments autonomously.
About You
Education & Experience :
- Lead Level: 5+ years of experience in AI/ML applied to physical systems, robotics, or computational chemistry.
- Staff Level: 3-5 years of experience in high-performance AI engineering or simulation-driven R&D.
- Academic Background: Masters in Chemical Engineering, Physics, Robotics, or Computer Science with a focus on Physical Systems.
Technical Requirements :
- Simulation Mastery: Hands-on experience with NVIDIA Isaac Sim / Isaac Lab or similar high-fidelity physics engines (e.g., MuJoCo, PyBullet).
- The Pharma Context: Understanding of the Small Molecule R&D lifecyclefrom lead optimization to process chemistry and scale-up.
- Coding & Architecture: Expert-level Python (PyTorch, JAX) and familiarity with C++ for performance-critical simulation modules.
- Mathematical Depth: Strong grasp of uncertainty quantification and optimization strategies for noisy, real-world experimental data.
- Bonus Points (The "Unicorn" Skills):
- Physics-Informed Neural Networks (PINNs): Experience using PINNs or surrogate modeling to incorporate physical laws (ODE/PDEs) directly into ML architectures.
- NVIDIA Omniverse Ecosystem: Experience building custom extensions or workflows within the Omniverse stack.
- Hardware Interface: Familiarity with ROS2 or low-level integration with lab automation hardware (e.g., liquid handlers, reactor controllers).
Why Sanofi Hyderabad
Our Hyderabad hub is the heartbeat of Sanofis digital evolution. Here, you will have the rare opportunity to work at the intersection of Chemical Engineering and Robotics. We provide the infrastructure (NVIDIA-powered stacks) and the mission (curing diseases) to turn your engineering expertise into a global impact.
Pursue Progress. Discover Extraordinary.
Join Sanofi and step into a new era of science - where your growth can be just as transformative as the work we do. We invest in you to reach further, think faster, and do whats never-been-done-before. Youll help push boundaries, challenge convention, and build smarter solutions that reach the communities we serve. Ready to chase the miracles of science and improve peoples livesLets Pursue Progress and Discover Extraordinary together.
At Sanofi, we provide equal opportunities to all regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, protected veteran status or other characteristics protected by law.
Job Classification
Industry: BiotechnologyFunctional Area / Department: Research & DevelopmentRole Category: Research & Development - OtherRole: Research & Development - OtherEmployement Type: Full timeContact Details:
Company: SanofiLocation(s): Hyderabad+ View Contact
Keyskills: Ai Jax Automation C Neural Networks Chemical Engineering Robotics Physics Pytorch Design Nvidia Chemistry Algorithms Pharma Ph Process Optimization Manufacturing Sensors Python Ml
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Sanofi
Sanofi is dedicated to supporting people through their health challenges. We are a global biopharmaceutical company focused on human health. We prevent illness with vaccines, provide innovative treatments to fight pain and ease suffering. We stand by the few who suffer from rare diseases and the mil...
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