Intuit Staff Software Engineer AI 

India, Karnataka, Bengaluru 

250531870

• BS, MS, or PhD degree in Computer Science or related field, or equivalent practical experience.
• 8+ years experience designing and developing software applications, distributed systems (i.e. Java, Microservices)
• Knowledgeable with Data Tools and frameworks (i.e. Python, PyTorch, Numpy, Pandas, TensorFlow, R, Spark).
• In-depth knowledge of Transformer, Encoder, Embeddings at scale.
• Understanding of LLM, LangChain, CustomGPTs, Prompt Management, RLHF and ability to fine-tune base models to build efficient production-grade LLM apps.
• Computer science fundamentals: data structures, algorithms, performance complexity, and implications of computer architecture on software performance (e.g., I/O and memory tuning).
• Experience with integrating applications and platforms with cloud technologies (e.g: AWS Sagemaker)

(Nice to have - Proficiency II)

• Knowledge of machine learning (i.e. classification, regression, clustering, neural networks) and MLOps.
• Understand and apply machine learning principles (training, weights, validation, testing, error, cost) optimizing for accuracy
• Nice to have: Knowledge of data cleaning, streaming, transformations at scale, storage and ingestion pipelines.