Staff Engineer - Machine Learning

• 7-10 years of experience in Research, design and implement appropriate ML algorithms and tools
• Develop machine learning applications according to requirements
• Explore practical applications of LLM technology in the field of AI Ops, and solving problems such as intelligent interaction, root cause analysis, and anomaly detection
• Construct an LLM applications framework, integrate it into a unified SRE software platform
• Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks
• Run machine learning tests and experiments, and document findings and results
• Perform statistical analysis and fine-tuning using test results
• Train, retrain, and monitor machine learning systems and models as needed
• Construct optimized data pipelines to feed machine learning models
• Knowledge of basic algorithms, object-oriented and functional design principles, and best-practice patterns
• Experience with ML, deep learning, Python

Requirements

Degree in Computer Science, Prior experience in building and deploying ML systems, Hands-on programming experience in JVM languages and Python