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Applied AI, Forward Deployed Machine Learning Engineer
Mistral
San Francisco, CAFull-time
Mistral is seeking an Applied AI Engineer to facilitate adoption of its AI products among customers and collaborate on complex technical challenges. The role involves working hand-in-hand with customers from pre-sale through post-implementation, managing daily customer relations with multiple stakeholders, and deploying state-of-the-art GenAI applications across various industries. Candidates should have a master's or PhD in AI/data science, 2+ years of technical experience with AI products, and strong expertise in LLM fine-tuning, RAG, Python, and PyTorch.
Requirements
- Fluent in English
- PhD or Master's degree in AI or Data Science
- 2+ years as technical individual contributor (data scientist or software engineer) on AI-based products
- Experience in Fine Tuning LLMs
- Experience tackling advanced RAG or agentic use cases
- Deep understanding of concepts and algorithms underlying machine learning and LLMs
- Experience building and deploying LLMs or NLP applications
- Proven experience in AI or machine learning product implementation with APIs, back-end and front-end interfaces
- Strong technical coding skills in Python
- Experience with deep learning using PyTorch
- Experience with agents framework such as Langchain and vector DBs
- Strong communication skills with ability to explain complex technical concepts to technical and non-technical audiences
Responsibilities
- Onboard customers on Mistral products and APIs
- Provide guidance on prompting, evaluation, and fine-tuning
- Ensure best production integration with back-end and front-end interfaces
- Work on state-of-the-art GenAI applications from consumer products to industrial use cases
- Deploy into production use cases with considerable business impact across various industries
- Collaborate with researchers, AI engineers, and product engineers on complex customer projects
- Participate in pre-sales calls to understand potential clients' needs and challenges
- Provide technical guidance on Mistral products and technologies to various stakeholders
- Collaborate with product and science team to improve product and model capabilities based on customer feedback
Skills
- Python
- PyTorch
- Langchain
- Vector Databases
- LLM Fine-tuning
- RAG (Retrieval-Augmented Generation)
- Agents
- API integration
- NLP
- Machine Learning
- Deep Learning