Python Developer

Found in: beBee S IN - 2 weeks ago

Maharashtra, India BMC Software Full time

BMC is looking for a Data Science, an innovator at heart, to join a team of highly skilled software developers, responsible for BMC’s Helix Capacity Optimization product. 
Here is how, through this exciting role, YOU will contribute to BMC's and your own success: 

  • The Senior Product Developer for AI/ML will play a crucial role in designing, developing, and implementing advanced AI and machine learning models into our products and services. This role involves working in collaboration with other teams, refining AI/ML solutions, and contributing to the organization's innovation through AI/ML technologies. Responsibilities include:
  • Design, develop, and maintain high-quality software applications using Java and/or Python.
  • Collaborate with cross-functional teams to understand requirements and translate them into technical specifications.
  • Develop and implement software solutions that leverage GPT, LLM, and conversational AI technologies.
  • Integrate GPT and LLM models into the software architecture to enable natural language understanding and generation.
  • Develop conversational AI systems and chatbots that provide intuitive and human-like interactions.
  • Implement and maintain APIs and microservices to enable seamless integration of conversational AI functionality into existing applications.
  • Conduct thorough testing and debugging to ensure the quality, reliability, and security of the software applications.
  • Stay updated on the latest advancements in GPT, LLM, and conversational AI technologies, and propose innovative solutions and improvements.
  • Collaborate with product managers and stakeholders to define and prioritize features and enhancements.
To ensure you’re set up for success, you will bring the following skillset & experience: 

  • 5+ relevant years of Experience in python, data science. 
  • 5+ years of experience using ML to solve Natural Language Processing (NLP) use cases
  • Good understanding of machine learning algorithms, tools and platforms
  • Experience in toolkits such as NumPy, SciPy, scikit-learn, TensorFlow, PyTorch, Keras, Genism, etc. PyTorch is a must.
  • Working knowledge of Word2Vec, NLTK, BERT

Whilst these are nice to have, our team can help you develop in the following skills:

  • Understanding of encoder and encoder-decoder model architectures.
  • GPT based training will be a plus.
  • Knowledge of the latest techniques in this space such as Lora adaptors, PEFT, quantization
  • Experience in practical training cycles
  • Experience with GPU usage
  • Experience with inference accelerators
  • Knowledge of fine tuning LLMs including BERT and GPT base.

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