Gen Ai/Senior Software Engineer

hsbc

Pune NM Years Exp Posted 206d ago

Job Description

In this role, you will:

 

  • Design, develop, and fine-tune Generative AI models (e.g., GPT, BERT, Stable Diffusion, etc.) for various use cases such as text generation, summarization, image generation, and more. 
  • Build and deploy scalable AI/ML pipelines using Python and frameworks like TensorFlow, PyTorch, or Hugging Face. 
  • Integrate Generative AI models into production systems and APIs for real-time or batch processing. 
  • Collaborate with cross-functional teams to identify AI use cases and deliver end-to-end solutions. 
  • Optimize model performance, reduce latency, and ensure scalability for production environments. 
  • Conduct research and stay updated on the latest advancements in Generative AI and machine learning. 
  • Work with large datasets, preprocess data, and ensure data quality for training and evaluation. 
  • Implement monitoring and logging for deployed AI models to ensure reliability and performance. 
  • Write clean, maintainable, and well-documented Python code for AI/ML projects. 

 

To be successful in this role, you should meet the following requirements:

  • Experience with fine-tuning and deploying Large Language Models (LLMs) like OpenAI GPT, Google T5, or similar. 
  • Knowledge of Natural Language Processing (NLP) techniques such as tokenization, embeddings, and transformers. 
  • Familiarity with MLOps tools and practices for model deployment, monitoring, and lifecycle management. 
  • Experience with containerization tools like Docker and orchestration platforms like Kubernetes. 
  • Understanding of ethical AI practices and bias mitigation in Generative AI models. 
  • Experience in AWS / Cloud Technologies 
  • Experience with banking systems 

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