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Lead Engineer role in HPE Hybrid Cloud focusing on AI innovation and technology roadmap for next-generation cloud platform Green Lake, working with customers to reimagine their information technology needs.
Job Responsibility:
Lead cross-functional teams in identifying and prioritizing key areas of a partner's business where AI solutions can drive significant business benefit
Design and develop solutions leveraging patterns in the data and metadata stored in Petabytes of Objects and Files in distributed fashion across enterprise storage platform
Design, develop, and deploy hybrid RAG architectures integrating LLMs with retrieval-based systems for improved relevance and contextual responses
Work on functional design, process design (including scenario design, flow mapping), prototyping, testing, training, and defining support procedures
Translating technical AI findings into clear, business-oriented language for non-technical stakeholders
Implement and manage pipelines that effectively combine retrieval mechanisms with generative capabilities
Develop custom plugins, adapters, or APIs to integrate retrieval systems with generative models
Fine-tune and optimize large language models
Monitor and troubleshoot issues within pipelines
Evaluate and benchmark the performance of vector databases
Evaluate and benchmark the performance of solutions
Articulate and document the solutions architecture and lessons learned
Serve as liaison between stakeholders and project teams
Demonstrate innovative AI use-cases, conducting workshops and training sessions, technical paper and patent presentations
Guiding and mentoring junior AI engineers
Adhere to the policies and procedures related to AI governance
Keeping abreast of the latest industry trends, tools, and technologies in AI
Requirements:
Experience designing and developing software systems design tools and languages in storage/server/networking area
Two or more years of experience in applying AI to practical and comprehensive technology solutions
Experience with ML, deep learning, TensorFlow, Python, NLP
Experience in program leadership, governance, and change enablement
Knowledge of basic algorithms, object-oriented and functional design principles, and best-practice patterns
Experience in REST API development, NoSQL database design, and RDBMS design and optimizations
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