Internal Solutions Engineer III

1 month ago

Menlo Park, United States HCLTech Full time

Apply relevant AI and machine learning techniques to build and launch generative AI solutions using client’s Llama and other state of the art LLMs

> Understand client ’s AI/Llama frameworks and products and their underlying implementation

> Define and execute on a strategy to drive adoption of Llama and other client’s AI/ML platform offerings

> Work closely with cloud providers (like Azure, AWS, GCP) and client’s strategic partners on deep learning & LLM integrations

> Be a subject matter technical expert, and have strategic influence on partners and internal teams at client

> Provide thought leadership, evangelize client a’s AI and Gen AI services and share best practices through forums such as medium blogs, whitepapers, reference architectures and public-speaking events

> Develop reference architectures, samples and other materials to share with the broader client developer community

> Work with key partners and LLM developer community to optimize existing generative AI models for improved performance, scalability, and efficiency.

> Leads technical strategy and roadmap for long-term strategic partners with high level of autonomy / Able to own and navigate long term technical relationship with partners

> Has good understanding of Responsible AI, proactively identifies risk to client and partners and drives involvement from the necessary XFNs

> Effectively plan, lead and execute on projects with minimal direction & oversight from leadership

> Proactively communicate feedback, updates, status to direct team as well as relevant cross-functional teams

> Write clear and concise documentation, including technical specifications, best practices guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders internally and externally.



Minimum qualifications

> 2+ years experience as software engineer, technical consultant or partner/sales engineer

> 2+ years of experience in one or more of the following areas: Deep Learning, LLMs, NLP, Speech, Conversational AI,AI-Infrastructure, Fine-tuning and optimizations of PyTorch models.

> Software development experience in languages like Python, Java, Go, Rust, C/C++. (at least one)

> Experience with at least one LLM such as Llama, GPT, Claude, Falcon, etc.

> Experience with at least one deep learning framework such as PyTorch and/or JAX

> Experience building cloud solutions on any cloud. Experience with Open Source cloud stacks like Kubernetes, Kubeflow, Docker containers.

> Experience communicating and presenting to technical and business audiences

Preferred qualifications

> BS, MS or Ph.D. degree in Computer Science or related quantitative field

> Solid understanding of at least one Deep Learning framework (PyTorch, Tensorflow or MXNet)

> Experience building Deep Learning - Computer Vision or Natural Language Processing or Recommender Systems models using the frameworks.

> Apply relevant AI and machine learning techniques to build

> Experience influencing and building mindshare convincingly with any audience.

> Experience working with internal and external partners

> Data science background and experience manipulating/transforming data, model selection, model training, model optimization and deployment at scale.

> Experience deploying production-grade machine learning solutions on public cloud platforms (like AWS)

> (Nice to have) Experience of launching a product / service or application into market is a plus

> (Nice to have) Knowledge of Mobile/IoT for deploying ML models at the edge is a plus

> (Nice to have) Contributed to an Open Source project, submitted PRs for features/ fixed bugs and/or created sample applications in OSS or participated in Kaggle competitions

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