UT
Software Engineer III- #26-24362
US Tech Solutions, Inc.
- πΊπΈ United States
- Hybrid
- 2 weeks ago
- $80 β $110 / hour
- Python
- calibration
- PyTorch
- Linux
- AI
- Blender
- Unreal
- Unity
2 weeks ago
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 β 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
- 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
- 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
About US Tech Solutions: US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions. To know more about US Tech Solutions, please visitwww.ustechsolutions.com.
US Tech Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, colour, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
AI Statement: By applying, you acknowledge that AI-assisted tools may be used during hiring.
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Software Engineer III- #26-24362 Β· US Tech Solutions, Inc.