AI Engineer
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Job Description
AI Engineer building and deploying vision, VLM, and VLA models for Maneva’s industrial manufacturing AI platform. Optimizing real-time AI for production factories.
Responsibilities:
- Define technical strategy and architecture for vision models across detection, VLM, and VLA workloads
- Train, fine-tune, and adapt models on proprietary data, including distillation, quantization, and LoRA-style adaptation
- Build labeling, auto-labeling, active-learning, and synthetic or simulated-data pipelines
- Design benchmarks, regression suites, failure-mode analyses, and online metrics tied to product outcomes
- Ship models to production under latency, memory, and cost limits on cloud GPUs and edge hardware
- Lead cross-team technical projects, write design documents, review code and models, and mentor engineers
- Track the research frontier, evaluate potential technologies, and turn them into prototypes and products
Requirements:
- 5+ years building and shipping ML systems, with focus on computer vision
- BS/MS/PhD in CS, EE, or a related field, or equivalent experience
- Deep hands-on experience with object detection and segmentation, including training, tuning, and production deployment
- Hands-on experience with VLMs, including fine-tuning, prompting, grounding, and evaluation
- Experience with VLAs or embodied and robot-learning models, or a clear record in adjacent multimodal work
- Strong PyTorch skills and fluency with distributed training, mixed precision, and GPU profiling
- Track record of taking models from research to production, including optimization, inference serving, monitoring, and iteration on real-world failures
- Evidence of staff-level impact, including setting direction across teams and making build-versus-adopt decisions
- Clear written and verbal communication with engineers, researchers, and product leaders
- U.S.-person status or export authorization may be required for certain ITAR-subject projects
Benefits:
- Equity participation in a high-growth AI startup
- Comprehensive health, dental, and vision coverage
- Flexible PTO
- Professional development opportunities
- Remote-first culture with modern collaboration tools
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