Machine Learning Engineer

Responsibilities

• Own the full machine learning lifecycle including problem scoping, data exploration, pipeline development, model training, deployment, and monitoring
• Design and build Agentic AI systems combining time-series modeling, signal processing, and generative AI
• Develop and deploy ML models for forecasting, anomaly detection, and pattern recognition in industrial sensor data
• Integrate classical statistical methods, deep learning, and GenAI techniques to generate actionable insights
• Build scalable data pipelines and ML systems for production environments
• Collaborate with Product, Engineering, and Algorithm teams to translate customer needs into technical implementations
• Implement robust evaluation, monitoring, and drift detection systems for live applications

Requirements

• Bachelor’s degree in Computer Science, Engineering, or a related technical field
• 4+ years of experience in Machine Learning, Applied AI, or related fields
• Proven ability to deliver end-to-end ML systems in production
• Strong experience in time-series modeling, forecasting, and anomaly detection
• Hands-on experience with Python and ML frameworks like PyTorch, TensorFlow, or Scikit-learn
• Familiarity with generative AI systems, LLMs, embeddings, and agent-based architectures (Langchain, LangGraph, or DSPy)
• Experience building or working with Agentic applications or LLM-powered systems
• Strong understanding of data pipelines and production ML systems

Preferred Qualifications

• Experience in industrial AI, IoT, predictive maintenance, or manufacturing systems
• Exposure to digital twins, context graphs, or knowledge graph-based systems
• Familiarity with modern data platforms like Databricks, BigQuery, or Snowflake
• Understanding of optimization frameworks such as Pyomo, Gurobi, or OR-Tools
• Experience working with large-scale distributed data systems

Benefits

• Stock options
• Paid parental leave
• Flex PTO

About the Company

Augury is a leader in Industrial AI, helping manufacturers leverage real-time production insights to drive efficiency. By combining predictive and prescriptive AI technology, Augury enables production teams to minimize downtime and maximize yield.