Advanced Automation Engineer (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Advanced Automation Engineer (AI/ML): Designing, building, and deploying advanced AI/ML systems for manufacturing operations with an accent on Domain-Specific LoRA fine-tuning and multi-modal AI models. Focus on building production-grade ML infrastructure, optimizing CUDA kernels, and integrating machine vision for real-time manufacturing intelligence.
Location: Hybrid (Warren, Michigan). Must be based in the US
Salary: $96,300 - $115,650
Company
is redefining mobility through human-centered design and intelligent software for global transportation.
What you will do
- Design and implement Domain-Specific LoRA fine-tuning architectures for quality inspection and predictive maintenance.
- Develop multi-modal AI systems integrating machine vision, robotics controls, and production telemetry.
- Build production-grade ML infrastructure and orchestrate services using Kubernetes and FastAPI.
- Develop proprietary embedding models and optimize CUDA kernels for large-scale manufacturing datasets.
- Collaborate with plant engineers and robotics specialists to digitize manufacturing operations.
- Establish MLOps best practices, including CI/CD pipelines, model versioning, and performance monitoring.
Requirements
- 5+ years of professional software or machine learning engineering experience.
- 3+ years of specialized experience in AI/ML for manufacturing automation and robotics.
- Proficiency in Python (PyTorch/TensorFlow) and C# or C++.
- Full-stack development experience with React/TypeScript and FastAPI.
- Advanced database engineering skills with PostgreSQL and pgvector.
- No immigration sponsorship available now or in the future.
- Ability to work on the plant floor around operating equipment.
Nice to have
- Experience with QLoRA and custom training loops (AdamW, LAMB, Lion).
- Expertise in Vision Transformers (ViT), DETR, Mask R-CNN, and EfficientDet.
- Knowledge of self-supervised and contrastive learning (SimCLR, MoCo).
- CUDA optimization for inference acceleration and kernel fusion.
Culture & Benefits
- Hybrid work model requiring office presence at least 3 times a week.
- Incentive pay program based on company, level, and individual performance.
- Comprehensive Total Rewards benefits package available from day one.
- Commitment to a non-discriminatory and inclusive workplace.
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