EPAM Systems

Senior Simulation Engineer

EPAM Systems$120K — $160K *
Technical Services
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years of experience with NVIDIA Isaac Sim or similar high-fidelity physics simulator (Unity/Unreal)
  • Expert proficiency in Python for scripting and automation
  • Strong understanding of robotics kinematics and sensor physics
  • Experience with automated data collection pipelines for Deep Learning
  • Familiarity with CAD/3D assets and procedural generation techniques
  • Knowledge of VLA/NOVA model architectures
  • Experience with cloud computing environments (AWS, Azure, GCP)

Responsibilities

  • Utilize NVIDIA Isaac Sim to design and optimize simulation scenarios for data generation
  • Build and maintain scalable pipelines for CAD ingestion and data processing
  • Implement tools for auto-annotation of sensory data in the simulation environment
  • Configure and maintain the simulation environment for reliable execution
  • Collaborate with Machine Learning Engineering to address data gaps
  • Optimize simulation speed for efficient data throughput
  • Profile simulation execution for continuous improvement

Benefits

  • High Deductible Health Plan with an HSA including pharmacy coverage
  • Access to condition management resources
  • Family planning resources available
  • Dental and vision plans offered
Full Job Description
We are seeking a highly skilled Senior Simulation Engineer to own and accelerate our synthetic data generation capabilities. This role is crucial for bridging the gap between our high-fidelity simulation environment and our production ML models. You will be responsible for architecting, implementing, and maintaining the entire simulation-to-data pipeline, ensuring a consistent and massive flow of quality training data. This will be an on-site position, working alongside our client in Mountain View, CA. Req#: [redacted] Responsibilities Simulation Acceleration & Data Collection: Directly utilize expertise in NVIDIA Isaac Sim to design, script, and optimize simulation scenarios specifically tailored to generate high-quality, diverse data for VLA (Vision-Language Alignment) and NOVA model training objectives Pipeline Architecture: Design, build, and maintain robust, scalable pipelines for CAD ingestion, scene creation, sensor emulation, and data processing within the Isaac Sim framework Synthetic Data Management: Implement and manage advanced auto-annotation tools within the simulation environment to rapidly label complex sensory data (e.g., 3D bounding boxes, semantic segmentation, depth maps) for supervised learning Environment Maintenance: Take ownership of setting up, configuring, and maintaining the simulation environment (including hardware/software dependencies, GPU utilization, and headless operation) to ensure reliable, large-scale parallel execution Cross-Functional Support: Collaborate closely with the Machine Learning Engineering team to analyze data gaps, iterate on simulation parameters, and ensure the synthetic data distribution matches the necessary complexity and variability of real-world deployment Performance Tuning: Profile and optimize simulation execution speed to maximize data throughput, essential for rapid iteration cycles in model tuning Requirements Expertise in Simulation: 3+ years of hands-on experience with NVIDIA Isaac Sim (or a comparable high-fidelity physics simulator like Unity/Unreal used for robotics) Programming Proficiency: Expert-level proficiency in Python for scripting, automation, data pipeline construction, and tool development Robotics Fundamentals: Strong understanding of robotics kinematics, sensor physics (LIDAR, RGB-D cameras, IMU), and their accurate representation in simulation ML Data Pipeline Experience: Proven experience setting up automated data collection pipelines for Deep Learning projects, including experience with data versioning and metadata management CAD/3D Workflow: Familiarity with 3D assets, CAD formats, and procedural generation techniques to create complex virtual scenes Familiarity with VLA/NOVA model architectures or similar foundation models in robotics Experience with cloud computing environments (AWS, Azure, GCP) for scaling simulation jobs Familiarity with other robotics simulation/middleware like ROS/ROS 2 Experience with hardware-in-the-loop (HIL) or software-in-the-loop (SITL) testing methodologies

About EPAM Systems

EPAM Systems, Inc. is a leading global provider of digital platform engineering and development services. The company has a strong presence in North America, Europe, and Asia, and serves clients in a variety of industries, including financial services, healthcare, and retail. EPAM's services include software engineering, product development, and digital platform engineering, and the company has a reputation for delivering high-quality solutions that help its clients achieve their business goals. EPAM has been recognized as a leader in the digital services industry by a number of independent research firms, and the company has won numerous awards for its work.
Learn more about EPAM Systems
Size
58,824 employees
Market Cap
$18.2 billion
Industry
Net Income
$327.1 million
Founded
1993
5 Year Trend
+26.5%
Revenue
$2.6 billion
NASDAQ

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