Senior ML / LLM Engineer

Resumen del puesto
Indefinido
Paris
Salario: No especificado
Unos días en casa
Experiencia: > 3 años
Competencias y conocimientos
Contenido generado
IA y aprendizaje automático
Capacidad de comunicación
Liderazgo
Tensorflow
Git
+6

Craft AI
Craft AI

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El puesto

Descripción del puesto

About the Role

We are seeking a Senior Machine Learning Engineer to join our team at Craft.AI and contribute to the development of innovative AI-driven solutions, including large language models (LLMs) and machine learning (ML) applications. You will work closely with our Product and Tech teams, play a key role in shaping the Platform’s future, and stay at the forefront of industry advancements. You will own end-to-end development from designing robust data pipelines to deploying and optimizing scalable ML / LLM-powered systems.

Key Responsibilities

  • Develop and optimize LLM-powered applications and ML models.

  • Design scalable data pipelines architectures and deploy ML/LLM models in production. Strong knowledge in architectures for scalability and robustness is key.

  • Collaborate on product roadmaps and contribute to continuous improvement of CraftGPT and other AI-based tools.

  • Lead technical workshops and design sessions for new features.

  • Handle full project lifecycles: problem definition, model deployment, and ongoing enhancements.

  • Stress-test platform infrastructure and work closely with GPU-based environments.

  • Support and mentor junior team members, contributing to team growth and recruitment efforts.

Conditions

  • Team of high-level engineers and PhDs

  • Hybrid work (office + remote)

  • Located in Paris center

  • Salary based on experience level


Requisitos

Required Technical Skills

  • Strong proficiency in Python (mastering another laguage would be greatly appreciated), with experience in product development.

  • Expertise in ML techniques, LLM methods, and open-source techniques.

  • Experience with key tools and libraries: FastAPI, SQLAlchemy, TensorFlow/PyTorch, Docker, Transformers, VectorDB, model quantization, and deployment frameworks (vLLM, LMdeploy).

  • Familiarity with one or more cloud platforms (AWS, GCP).

  • Applied knowledge of containerization (Docker, K8s) and GPU instance management.

  • Strong understanding of MLOps workflows, CI/CD, and version control systems like Git.

Preferred Experience

  • 5+ years in data science or Machine Learning roles.

  • Hands-on experience with Retrieval-Augmented Generation (RAG) systems and NLP.

  • Experience with cloud services, including S3 and virtual machines, and cloud infrastructure best practices.

Soft Skills

  • Leadership and team spirit with an ability to mentor and coach.

  • Strong sense of ownership, with a proactive and autonomous working style.

  • Curiosity to stay updated with the latest industry trends and technologies.

  • Excellent communication skills and the ability to collaborate with cross-functional teams.

JoinCraft.AI and lead the future of AI-driven product innovation in a dynamic, collaborative environment!


Proceso de selección

  • HR interview

  • Take-home technical project (2/3 hours)

  • On-site project presentation with the team + discussions about LLM usecases and CI/CD

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