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Intuit Senior Software Engineer AI 
India, Karnataka, Bengaluru 
890090884

27.07.2024
Qualifications
  • BS, MS, or PhD degree in Computer Science or related field, or equivalent practical experience.
  • 5+ 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.