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Senior AI Lead

Job summary
Permanent contract
Paris
A few days at home
Salary: Not specified
Experience: > 5 years
Skills & expertise
Communication skills
Machine learning
Collaboration and teamwork
Problem-solving skills
TensorFlow
+7

Qantev
Qantev

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The position

Job description

Position overview

We are seeking a Senior AI Lead with deep expertise in Deep Learning, Foundation Models, and Agentic AI systems to drive our next generation of intelligent applications. You will lead a high-performing team of data scientists and ML engineers in developing AI-driven SaaS Product for Healthcare industry.

This role requires a balance of hands-on technical leadership, architectural oversight, and strategic vision to translate cutting-edge AI research into production-level solutions that deliver business value.

Key Responsibilities

  • Technical Leadership: Lead the design and development of deep learning models and agent-based AI architectures for Qantev’s Healthcare Claims Data Platform.

  • Research & Development: Stay at the forefront of AI advancements in areas such as transformer-based models, reinforcement learning, multi-agent systems, and LLM-based tool use.

  • Agentic AI Development: Architect and deploy AI agents with capabilities including long-term memory, planning, reasoning, and autonomous tool use.

  • Team Management: Mentor a team of AI scientists and ML engineers, fostering an environment of innovation and collaboration.

  • Product Integration: Work cross-functionally with product, engineering, and UX teams to bring AI solutions from prototype to scalable product.

  • Evaluation & Metrics: Establish benchmarks, A/B tests, and interpretability metrics for model performance and agent behavior.

  • Ethics & Safety: Champion responsible AI practices, including model transparency, fairness, and compliance with Privacy & Security policies & practices.


Preferred experience

Qualifications

Required:

  • S. or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or related field.

  • 6+ years of experience in AI/ML development, with a strong track record in deep learning.

  • Expertise in building and deploying models using PyTorch, TensorFlow, or JAX.

  • Experience with transformer architectures, diffusion models (e,g. Gemini Diffusion) and reinforcement learning.

  • Proven experience with agent frameworks (e.g., LangGraph SmolAgent, Swarn).

  • Experience with LLMOps - (e.g. Langsmith, Langfuse)

  • Strong understanding of knowledge graphs, planning systems, memory modules, and retrieval-augmented generation (RAG).

  • Experience leading AI research or applied ML teams.

  • Strong software engineering skills, including experience with large-scale ML pipelines.

Preferred:

  • Experience in deploying AI solutions in cloud environments (AWS, GCP, Azure).

  • Familiarity with human-in-the-loop systems, simulation environments, and evaluation benchmarks for autonomous agents.

  • Experience in aligning agentic behavior with safety and interpretability constraints.

Nice to Have:

  • Familiarity with open-source foundation models (e.g., LLaMA, Mistral, Qwen, Gemma, Phi) and fine-tuning them for agent tasks.

  • Experience in InsurTech or Healthcare Industry.

Soft Skills:

  • Be Pro-active, Product minded and Business driven.

  • Strong leadership and team-building skills with a proven ability to inspire, motivate, and develop data scientists & ML engineers.

  • Excellent problem-solving, analytical, and troubleshooting skills.

  • Strong written and verbal communication skills with the ability to explain complex technical concepts to non-technical stakeholders.

  • Ability to work in a fast-paced, dynamic environment, managing multiple priorities and deadlines.


Recruitment process

  • Screening interview (30min)

  • Quantitative Interview (1h)

  • Coding / System Design Interview (1h)

  • Leadership Interview (1h)

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