обновлено 20 дней назад
Software Engineer - ML/Computer Vision (Battery Sorting)
152 500 - 200 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Software Engineer - ML/Computer Vision (Battery Sorting) (ML/computer vision and industrial automation): Building production software and computer vision models that classify and route end-of-life batteries across diverse chemistries and form factors with an accent on ML inference, sensor integration, and hardware-adjacent control interfaces. Focus on deploying latency-sensitive models, connecting inference services to MES/HMI/PLC systems, and monitoring production performance for regressions and distribution shifts.
Location: McCarran, Nevada and San Francisco, California, United States; factory-floor work is required, with travel to Reno, Nevada as needed.
Salary: $152,500–$200,000 USD per year
Company
is localizing the global battery supply chain through battery recovery, reuse, recycling, energy storage, and battery-material production.
What you will do
- Develop, test, and maintain production software for automated battery sorting, including ML inference, image acquisition, sensor integration, and hardware-adjacent control interfaces.
- Train and deploy computer vision models for battery chemistry classification, including annotation, preprocessing, evaluation, and retraining.
- Build services and APIs connecting ML outputs to MES, HMI, and PLC/controls systems.
- Own observability through structured logging, metrics, dashboards, alerting, and on-call incident triage.
- Monitor production model performance, identify regressions and distribution shifts, and drive improvements through data analysis.
- Contribute to infrastructure-as-code and CI/CD workflows, while collaborating with Controls, Hardware, Manufacturing, DevOps, and IT teams.
Requirements
- Bachelor’s degree in Computer Science, Electrical Engineering, or a related field, or equivalent practical experience.
- 2+ years of industry experience working with machine learning models, preferably in computer vision.
- Hands-on experience with PyTorch and OpenCV, plus production codebases and well-tested software pipelines.
- Experience designing and tracking ML experiments with tools such as MLflow.
- Experience or familiarity with edge deployment and model optimization techniques such as quantization, TensorRT, or ONNX Runtime.
- Ability to work in a factory-floor environment, adapt to schedules driven by site operations, and travel to Reno, Nevada as needed.
Nice to have
- Experience with OCR, image-classification pipelines, or multi-sensor and multimodal fusion.
- Experience working in industrial, manufacturing, or operations environments where software interacts with physical systems.
- Passion for sustainability and energy-transition technologies.
Culture & Benefits
- Full-time employment with compensation based on experience, education, and skills.
- Schedule flexibility is required to support site operational needs.
- Direct ownership of production systems with immediate real-world application in battery recycling and automated sorting.
- Opportunity to contribute to patents in automated battery classification.
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