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IL

Simulation CV/ML Engineer

ICONMA, LLC
  • ๐Ÿ‡บ๐Ÿ‡ธ United States
  • Hybrid
  • 2 weeks ago
  • $95.75 โ€“ $99.94 / year
  • Python
  • C++
  • calibration
  • PyTorch
  • Linux
  • AI
  • Blender
  • Unreal
  • Unity
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Our Client, an Internet Content & Information company, is looking for a Simulation CV/ML Engineer for their Sunnyvale, CA/Hybrid location.
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Responsibilities:

  • Run and iterate on camera/sensor simulation pipelines to generate synthetic datasets on demand
  • Deliver training/evaluation data to camera architects and ML teams under tight timelines
  • Support ML algorithm training and evaluation using the generated synthetic data โ€” run training jobs, produce evaluation metrics, and iterate on dataset composition based on model performance
  • Configure simulation scenes and sensor parameters to match customer/architect specifications
  • Validate and quality-check generated data before hand-off
  • Maintain and improve simulation tooling and dataset generation scripts
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Requirements:
  • Bachelor's degree in Computer Science or a related field.
  • Minimum 5+ years of experience in software engineering, with a focus on ML infrastructure
  • design.
  • 5+ years experience in Python and C++.
  • Camera & sensor simulation fundamentals:
  • Camera intrinsic/extrinsic setup and calibration
  • Sensor modeling: noise sources, conversion gain, quantum efficiency, read/shot noise
  • Basic understanding of ISP and image formation
  • ML training & evaluation
  • Experience running ML training/evaluation workflows (PyTorch preferred)
  • Able to interpret model metrics and translate them back into dataset changes
  • Data handling: comfortable with large-scale dataset generation, storage, and versioning
  • Familiarity with Linux dev environments and source control
  • Experience building ML models and pipelines
  • Understanding how camera simulations work
  • Previous AI experience to develop ML architectures
  • Preferred Qualifications:
  • Experience with rendering engines (Blender, Unreal, Unity) or in-house simulation frameworks
  • Optical/imaging background (radiometry, PSF, MTF)
  • Prior experience with camera/ISP tuning or perception model development
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Why Should You Apply?
  • Health Benefits
  • Referral Program
  • Excellent growth and advancement opportunities

Simulation CV/ML Engineer ยท ICONMA, LLC

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