Simulation CV/ML Engineer III

Crystal Equation Corporation; Sunnyvale (CA); Hybrid; USD 117,000 - 123,000; Full time

Benefits offered by this job

Medical/Dental/Vision/Life Insurance

401K

Parental leave

Job summary

Crystal Equation Corporation is seeking a Simulation CV/ML Engineer III to join our hybrid team in Sunnyvale, CA. You will run and iterate on camera/sensor simulation pipelines to generate synthetic datasets on demand and deliver training data to ML teams under tight timelines.

You will support ML training and evaluation using the generated data, configure scenes, validate data, and maintain simulation tooling.

Qualifications

• Bachelor's degree in Computer Science or a related field.
• Minimum 5+ years of software engineering experience with ML infrastructure.
• Strong Python and C++ proficiency.
• Experience running ML training/evaluation workflows (PyTorch preferred).

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.

Skills

Python

C++

ML infrastructure

ML training/evaluation

PyTorch

Linux

Data handling

Version control

Education

Bachelor's degree in Computer Science or related field

Tools

Blender

Unreal

Unity

Git

Job description

Simulation CV/ML Engineer III Hybrid

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

Requirements

• Bachelor's degree in Computer Science or a related field.
• Minimum 5+ years of experience in software engineering, with a focus on ML infrastructuredesign.
• 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

Pay range is $85- $89 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more.

Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.

THE PROMISES WE MAKE:

At Crystal Equation, we empower people and advance technology initiatives by building trust.

Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start.

We will serve to empower you along the way and provide the path for your professional journey.

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