Job Title: Simulation Software Engineer III
Key Responsibilities:- Run and iterate on camera/sensor simulation pipelines to generate synthetic datasets on demand
- Deliver training/evaluation data to camera architects and Machine Learning [ML] teams under tight timelines
- Support Machine Learning [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 Machine Learning [ML] infrastructure design.
- 5+ years experience in Python and C++.
- Camera & sensor simulation fundamentals including Sensor modeling, Camera intrinsic/extrinsic setup and calibration, and Basic understanding of Image Signal Processing [ISP] and image formation.
- Experience running Machine Learning [ML] training/evaluation workflows (Pytorch)
- Familiarity with Linux dev environments and source control
- Previous Artificial Intelligence [AI] experience to develop Machine Learning [ML] architectures
Preferred Qualifications:- Experience with rendering engines (Blender, Unreal, Unity) or in-house simulation frameworks
- Optical/imaging background (radiometry, Point Spread Function [PSF], Modulation Transfer Function [MTF])
- Prior experience with camera/ISP tuning or perception model development
- Prior FAANG or Big Tech a plus
Location: Sunnyvale, CA [Onsite/Hybrid]
Salary Range: The salary for this position is between $166,400 - $222,560 annually. Factors which may affect pay within this range may include geography/market, skills, education, experience, and other qualifications of the successful candidate.
Benefits: The Company offers the following benefits for this position, subject to applicable eligibility requirements: [medical insurance] [dental insurance] [vision insurance] [401(k) retirement plan] [long-term disability insurance] [short-term disability insurance] [5 personal days accrued each calendar year. The Paid time off benefits meet the paid sick and safe time laws that pertains to the City/ State] [10-15 days of paid vacation time] [6 paid holidays and 1 floating holiday per calendar year] [Ascendion Learning Management System]
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Preferred Skills Machine Learning / Computer Vision
- Python
- C++
- Sensor Modeling
- Pytorch
- Artificial Intelligence
- Image Signal Processing [ISP]
- Linux
Job details Job ID 333139
Role Simulation Software Engineer III
Location Sunnyvale, California, US
Job type Direct Hire
Recruiter Chirag
Email chirag.balani@ascendion.com
