Highlights
Support ML algorithm training and evaluation using the generated synthetic data run training jobs, produce evaluation metrics, and iterate on dataset composition based on model performance. Sensor modeling: noise sources, conversion gain, quantum efficiency, read/shot noise.
Numbers & Facts
| Location | Sunnyvale, CA |
| Industry | Other/Not Classified |
| Company Size | 100 to 499 employees |
| Year Founded | 1998 |
| Website | www.eteaminc.com |
Description
Job Title: Software Engineer III
Location: Sunnyvale, CA
Duration: 12+ Months
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 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
Minimum Qualifications
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
Location: Sunnyvale, CA
Duration: 12+ Months
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 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
Minimum Qualifications
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
About Company
Looking for a great job? Join eTeam. We’re looking for talented staffing professionals to join our staff. We also provide contract assignments and full-time jobs at Fortune 2000 Companies. We’ve been named one of the best companies to work for by Staffing Industry Analysts and New Jersey Business.