Google Public Sector aims to help United States public sector institutions accelerate their digital transformations by providing purpose-built solutions for government and education. This role will guide National Security customers on configuring and deploying their AI/ML solutions, supporting their implementations of Google Cloud products.
Requirements
- 8 years of experience with machine learning model development and deployment, frameworks (e.g., PyTorch, Tensorflow, Jax, Ray, etc.), AI accelerators (e.g., Tensor Processing Units, Graphics Processing Units), model architectures (e.g., encoders, decoders, transformers), and using machine learning Application Programming Interface (APIs).
- Experience with Python.
- Experience in optimizing Large Language Model (LLMs) leveraging Retrieval Augmented Generation (RAG) architectures and fine-tuning techniques.
- Experience with Linux/Unix, and containerizing ML workloads.
- Experience in working with multiple clouds.
- Experience in C++ programming language.
- Ability to lead design and implementation of AI-based solutions, web services, and debugging tools.
Responsibilities
- Guide National Security customers on how to configure and deploy their Artificial Intelligence (AI) and Machine Learning (ML) solutions.
- Support customer implementations of Google Cloud products through architecture guidance, best practices, data migration, capacity planning, implementation, troubleshooting, monitoring, etc.
- Consult with customers on how to design their AI and ML solutions including development and deployment of ML models.
- Be a trusted technical advisor to customers and solve Machine Learning tests.
- Create and deliver recommendations, tutorials, blog articles, sample code, and technical presentations adapting to different levels of business and technical stakeholders.
- Work with customers, partners, and Google product teams to deliver solutions into production.
- Coach customers on the practical tests in ML systems like feature extraction/feature definition, data validation, monitoring, and management of features/models.
Other
- 8 years of experience in working with technical customers.
- Ability to travel up to 30% of the time.
- Active U.S. Government Top Secret Clearance.
- Experience in building solutions for National Security customers.
- Travel to customer sites to deploy solutions and deliver workshops to educate and empower customers.
