Applied Ai, Senior/staff Forward Deployed Machine Learning Engineer - Singapore

Mistral AI Mistral AI · AI Frontier · Singapore · Solutions

Applied AI Engineer at Mistral AI focused on deploying GenAI applications for enterprise customers, involving fine-tuning, RAG, and agentic use cases. Collaborates with researchers and product teams, and assists in pre-sales.

What you'd actually do

  1. You’ll individually help deploy into production use cases with a considerable business impact across various industries.
  2. You’ll work on state-of-the-art GenAI applications from consumer products to industrial use cases, driving with our customers a crucial technological transformation.
  3. You’ll work in collaboration with our researchers, other AI engineers, product engineers on our most complex customer projects involving complex fine-tuning, state-of-the-art LLM applications, and contributing to our open-source codebases our open source codebases for tasks such as inference and fine-tuning.
  4. You’ll be involved in pre-sales calls to understand potential clients' needs, challenges, and aspirations. You will provide technical guidance on our products and explain Mistral technologies to various stakeholders.
  5. Your collaboration with our product and science team to improve continuously our product and model capabilities based on customers’ feedback

Skills

Required

  • PhD / master in AI / data science or self-taught equivalent
  • 7-10+ years as a 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
  • Deep understanding of Cloud Infrastructure and how to deploy AI based products
  • Experience deploying or building products with large scale user based
  • Strong communication skills

Nice to have

  • Contributed to open-source projects in particular in the space of LLM
  • Experience as a Forward Deployed Engineer, Staff Engineer Machine Learning Engineer, Staff Data Scientist

What the JD emphasized

  • 7-10+ years as a technical individual contributor (data scientist or software engineer) on AI-based products
  • experience in Fine Tuning LLMs
  • advanced RAG
  • agentic use cases
  • deployed or built products with large scale user based

Other signals

  • customer-facing
  • production deployment
  • fine-tuning
  • RAG
  • agents