Data Scientist- Industrial AI

Job Title: Data Scientist Industrial AI

Location: Bengaluru, India (On-site/Hybrid)

Department: AI & Digital Twins

About

Giniminds Virtual AI Factory

Giniminds is pioneering the future of manufacturing with its Virtual AI Factory— a cutting-edge, photorealistic digital twin of real-world production environments. Built on NVIDIA Omniverse, it integrates simulation, AI, and real time sensor data to enable predictive analytics, process optimization, and accelerated production cycles. This platform serves as a risk-free innovation hub to develop, validate, and deploy AI solutions.

Position Summary

We are seeking a Digital Twin Developer specializing in NVIDIA Omniverse and Industrial AI. You will design, build, and simulate digital replicas of manufacturing operations, integrating real-world data, 3D visualization, and AI driven insights to solve complex industrial challenges such as predictive maintenance, process efficiency, and defect detection.

Key Responsibilities

• Develop advanced digital twin environments using Omniverse USD Composer and Universal Scene Description (USD)workflows.
• Import, optimize, and manage complex 3D CAD assets from tools such as Siemens NX, SolidWorks, and AutoCAD for real-time factory simulations.
• Implement physics-based simulations for robotic systems, material flow, and machinery using PhysX and Isaac Sim.
• Integrate AI/ML models for predictive maintenance (RNN, LSTM) and visual defect detection (CNN, Transformers).
• Generate synthetic datasets for AI training using Omniverse Replicator and other tools, including artificial sensor and image data.
• Collaborate with data engineering teams to connect the digital twin to live factory data via MQTT, Kafka, OPC-UA, and industrial systems (MES, ERP, PLM).
• Develop custom dashboards and visualization tools within Omniverse for monitoring KPIs, alerts, and simulation outputs.

Required Skills & Qualifications

• Strong hands-on experience with NVIDIA Omniverse (USD Composer, Nucleus).
• Proficiency in 3D asset management using Blender, Maya, or 3ds Max. Experience with NVIDIA PhysX and/or Isaac Sim for industrial robotics and process simulations.
• Practical experience in industrial AI model development, including vision based inspection or predictive analytics.
• Advanced programming skills in Python for Omniverse scripting, simulation automation, and tool development.
• Solid understanding of manufacturing processes, MES/ERP systems, and factory operations.

Preferred Qualifications

• Experience with synthetic data generation tools (Omniverse Replicator, GANs, Diffusion Models).
• In-depth knowledge of USD workflows, including layering and composition arcs.
• Familiarity with industrial data streaming tools (Kafka, MQTT).
• Cloud computing and DevOps exposure AWS, Azure, GCP, Docker).
• Experience in developing Omniverse extensions or custom applications.

What We Offer

• Opportunity to work on groundbreaking AI + industrial automation projects.
• Competitive salary and comprehensive benefits.
• Access to advanced tools, NVIDIA technology, and high-performance hardware.
• Dynamic, collaborative work culture with a strong focus on innovation and career growth

Job Type: Full-time

Ability to commute/relocate:

• JP Nagar, Bengaluru, Karnataka: Reliably commute or planning to relocate before starting work (Required)

Application Question(s):

• Do you have experience working with Digital Twins?
• Do you have experience with 3D CAD Tools like Blender, Maya etc ?
• Do you have experience with tools like Kafka?
• Do you have experience with Industrial AI Model Development?

Education:

• Bachelor's (Required)

Work Location: In person