3 months ago
Bengaluru, IndiaSenior
Responsibilities
- Own the full machine learning lifecycle, including problem scoping, data exploration, pipeline development, model training, deployment, and production monitoring.
- Design and build agentic AI systems combining time-series modeling, signal processing, generative AI, LLMs, embeddings, orchestration frameworks, and tool use.
- Develop and deploy models for forecasting, anomaly detection, and pattern recognition in industrial sensor data.
- Integrate statistical methods, deep learning, and generative AI techniques to generate actionable operational insights.
- Build scalable data pipelines and reliable production ML systems.
- Collaborate with Product, Engineering, and Algorithm teams to define solutions and translate customer needs into technical implementations.
- Partner with customers and internal stakeholders to identify data-driven opportunities and emerging use cases.
- Implement evaluation, monitoring, and drift-detection systems for live ML and agentic applications.
Requirements
- Bachelor’s degree in Computer Science, Engineering, or a related technical field, or equivalent industry experience.
- At least 4 years of experience in Machine Learning, Applied AI, or related fields.
- Proven ability to own and deliver end-to-end ML systems in production environments.
- Strong experience with time-series modeling, forecasting, anomaly detection, and feature engineering.
- Hands-on experience with Python and machine learning frameworks such as Pydantic, PyTorch, TensorFlow, and Scikit-learn.
- Familiarity with generative AI systems, LLMs, embeddings, and agent-based architectures such as LangChain, LangGraph, and DSPy.
- Experience building or working with agentic applications or LLM-powered systems.
- Strong understanding of data pipelines, production ML deployment, monitoring, retraining, and drift detection.
- Experience working in Agile, fast-paced, cross-functional environments and collaborating with distributed teams.
- A master’s degree is preferred but not required.
- Experience in industrial AI, IoT, predictive maintenance, manufacturing systems, digital twins, context graphs, knowledge graphs, modern data platforms, optimization frameworks, or large-scale distributed data systems is preferred.
Benefits
- Stock options
- Paid parental leave
- Flex PTO
Categories
About Augury
Our mission is to transform how people and machines work together to push the boundaries of human productivity. A leading Industrial AI company, Augury helps the world’s manufacturers leverage real-time production insights and data to drive new levels of efficiency. Combining predictive and prescriptive technology with operational data and customized AI agents, production teams can proactively minimize downtime, reduce asset costs, and maximize yield and capacity. Our customers achieve payback in six months or less, enabling global scale.