Senior Applied Machine Learning Developer, Asset Intelligence

The role

You will guide the technical direction and architecture for Predictive Maintenance and Asset Intelligence initiatives. You will architect end-to-end ML systems, mentor developers, and drive the AI roadmap.

What you will do

• Lead technical direction for predictive maintenance, anomaly detection, and LLM-powered intelligence.
• Architect end-to-end ML systems from data ingestion to deployment and monitoring.
• Mentor a growing team of ML and data developers.
• Partner with product and software development leaders to align AI roadmap with business goals.
• Design reliable data and feedback loops connecting customer telemetry to model retraining.
• Drive performance optimization through quantization, distillation, and scalable inference serving.
• Work with LLM frameworks to build reasoning systems and agentic workflows.
• Ensure ML infrastructure meets production standards for latency, reliability, explainability, and security.

Required qualifications

• 7+ years of experience in Machine Learning, Data Science, or Applied AI.
• Expertise in Python.
• Strong familiarity with PyTorch, TensorFlow, and cloud ML stacks (AWS, Databricks, or similar).
• Proven experience deploying production ML systems at scale.
• Strong background in LLMs, time-series modeling, and anomaly detection for real-world data.
• Demonstrated ability to lead architectural decisions, mentor developers, and collaborate across teams.
• Knowledge of MLOps tooling (Docker, Kubernetes, Weights & Biases, MLflow, SageMaker).

Nice to have

• Advanced degree (MS/PhD) in Computer Science, Machine Learning, or related field
• Experience with OCR for extracting structured data from documents
• Background in time-series modeling for predictive maintenance and anomaly detection
• Familiarity with Industrial IoT systems (sensors, telemetry, edge computing)
• Experience applying reinforcement learning or agentic architectures for decision-making and control systems
• Contributions to open-source ML frameworks or research in reliability, explainability, or digital twins

About the company

MaintainX is a mobile-first work execution platform for industrial and frontline teams. It is part of Autodesk Operations Solutions.