AI / ML Consultant
1 month ago
AI / ML Consultant
Main responsibilities :
- Develop and support AI/ML solution using best in-class LLM/DL/ML models and statistical techniques.
- Perform code development, Unit testing, System testing, and debugging HPE's applications.
- Collaborate with business users, understand requirements, develop design specifications and develop IT solutions for support and strategic projects.
- Support the decision making related to optimal systems landscape in constantly changing environment.
- Resolve production support issues and work towards reduction of support incidents through implementation of long term and sustainable fixes.
Knowledge and Skills:
- Deep familiarity across the stack – compute infrastructure, ML frameworks, orchestration layers, large models, frameworks like Langchain for developing applications powered by GenAI models, MLOPs, as well as target use cases in the cloud.
- Experience with GenAI models across training, inference, MLOPs, and/or developing GenAI applications.
- Experience with data engineering techniques and different platforms including vector DB & knowledge graphs.
- Experience with one or more general purpose programming languages, including but not limited to: C/C++, C#, Python.
- Experience training large models across compute types and developing applications powered by GenAI models.
- Experience with prompt engineering and the ability to craft effective prompts for various applications.
- Familiarity with ethical considerations in AI development and deployment.
- Excellent written and verbal communication skills, with the ability to explain complex technical concepts to non-technical audiences.
- Ability to work alone and as part of a team in a fast-paced environment.
- Experience with cloud computing platforms like AWS, Azure, or GCP.
- Experience in training and optimizing Generative AI models (GANs, VAEs, diffusion models, etc.) is a plus.
- Hands-on understanding of deep learning, loss functions, and optimization techniques and other ML algorithms and infrastructure is a plus.
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