5 months ago
Responsibilities
- Lead technical direction for predictive maintenance, anomaly detection, and LLM-powered intelligence across MaintainX products.
- Architect end-to-end ML systems from data ingestion and feature engineering through model training, deployment, and monitoring.
- Mentor ML and data engineers and establish practices for experimentation, evaluation, and model lifecycle management.
- Partner with product and engineering leaders to align the AI roadmap with customer needs and business goals.
- Design data and feedback loops connecting customer telemetry and operator feedback to model retraining.
- Optimize model performance using quantization, distillation, and scalable inference serving.
- Use LangChain, LlamaIndex, and Hugging Face to build reasoning systems and agentic workflows.
- Ensure ML infrastructure meets production requirements for latency, reliability, explainability, and security.
Requirements
- 7+ years of experience in Machine Learning, Data Science, or Applied AI.
- Expertise in Python and strong familiarity with PyTorch, TensorFlow, and cloud ML stacks such as AWS or Databricks.
- Proven experience deploying production machine learning systems at scale.
- Strong background in LLMs, time-series modeling, and anomaly detection for real-world data.
- Ability to lead architectural decisions, mentor engineers, and collaborate across product, data, and platform teams.
- Knowledge of MLOps tooling including Docker, Kubernetes, Weights & Biases, MLflow, and SageMaker.
- An advanced degree in Computer Science, Machine Learning, or a related field is preferred.
- Bonus experience includes OCR, Industrial IoT systems, reinforcement learning, agentic architectures, digital twins, explainability, reliability research, or open-source ML framework contributions.
Benefits
- Healthcare, dental, and vision coverage.
- 401(k) / RRSP enrollment program.
- Take-what-you-need paid time off.
- Meaningful equity opportunities.
- Global, collaborative work environment with ideas and outcomes publicly celebrated.
Tech Stack
Categories
About MaintainX
MaintainX builds a mobile-first CMMS and work execution platform for industrial and frontline teams to manage work orders, assets, preventive maintenance, and inspections. The company sells its software as a subscription to manufacturers, facilities, and multi-site operators. Founded in 2018 and headquartered in San Francisco, MaintainX is part of Autodesk and is used by well-known brands such as McDonald’s and Duracell.