Applied Scientist / Research Engineer - Singapore
Singapore • Full-time
Posted 1y ago
Job Location
Singapore
Tech Stack
Remote Work Policy
On-site
Employment Type
Full-time
Categories
Applied AI Engineer
About the job
Mistral AI is seeking Applied Scientists and Research Engineers to drive innovative research and collaborate with clients on complex research projects. You will develop state-of-the-art models across different modalities such as text, image, and speech. By developing novel methods and research ideas, you will apply these models across a diverse set of use cases and domains. Working cross-functionally with both external and internal science, engineering, and product teams, you will deliver high-impact AI solutions that make a significant difference. We are a dynamic, collaborative team passionate about AI and its potential to transform society, with a diverse workforce thriving in competitive environments and committed to driving innovation.
Responsibilities
- Run pre-training, post-training, and deployment of state-of-the-art models on large GPU clusters.
- Generate and curate data for pre-training and post-training, focusing on evaluations to ensure model performance exceeds expectations.
- Develop necessary tools and frameworks for data generation, model training, evaluation, and deployment.
- Collaborate with cross-functional teams to address complex use cases involving agents and RAG pipelines.
- Manage research projects and client communications with client research teams.
Requirements
- Fluent in English with excellent communication skills, capable of explaining complex technical concepts to diverse audiences.
- Expertise in PyTorch or JAX.
- Ability to contribute to large codebases independently with minimal guidance.
- Proficiency in writing clean, readable, high-performance, and fault-tolerant Python code.
- Demonstrated track record of success through personal projects, professional work, or academia.
- PhD or Master's degree in a relevant field (e.g., Mathematics, Physics, Machine Learning) is preferred, but exceptional candidates from other backgrounds are encouraged to apply.
- Experience with research areas such as agents, multi-modality, robotics, diffusion, or time-series is a plus.
- Experience contributing to a large codebase used by many (open source or industry) is a plus.
- Track record of publications in top academic journals or conferences is a plus.
- Interest in improving existing code by fixing typing issues, adding tests, and enhancing CI pipelines is a plus.
Benefits
- Competitive cash salary and equity
- Health Insurance
- $90 monthly allowance for gym membership
- $200 monthly allowance for meals
- $120/month reimbursement for public transport or parking charges