Software Engineer 2 AI Job in Bangalore at Intuit

Intuit is hiring for the role of Software Engineer 2 AI!

Responsibilities of the Candidate:

• Responsible for design of common components/frameworks/models that assist in building AI native apps, Fullstack LLM apps.
• Own end to end development of frameworks/models/ ML pipelines that fit use cases by working with the consuming teams and dependencies.
• Self organized, explore new shifts in GenAI/AI and own possible application/improvements in the existing use cases.
• Being opinionated on data/data security to make it ready for training and inferences.

Requirements:

• BS, MS, or PhD degree in Computer Science or related field, or equivalent practical experience with 3+ years of experience in building AI/ML applications.
• Well versed in building with Python, PyTorch, Numpy, Pandas, TensorFlow
• Machine learning fundamentals (i.e. classification, regression, clustering, neural networks) and experience in building production grade models with precision/recall.
• Understand and apply machine learning principles (training, weights, validation, testing, error, cost) optimizing for accuracy/feedback.
• 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)
• Understanding of LLM, LangChain, CustomGPTs, Prompt Management, and ability to fine-tune base models to build efficient production-grade LLM apps, In-depth knowledge of Transformer, Encoder, Embedding Models at scale.