Data Science Intern

About Qantev

Qantev is a cutting-edge AI company focused on transforming the health insurance industry. Its platform helps insurers enhance healthcare delivery and streamline claims management through the power of advanced Machine Learning and Generative AI.

By analyzing historical health claims data, Qantev predicts patient journeys, improves health outcomes, and optimizes operations for payers. This data-driven approach enables more efficient, personalized, and impactful healthcare experiences for millions of people worldwide.

 

Key Facts

• Founded in 2019

• Team of more than 45 professionals across Paris and Hong Kong

• Active in Europe, the United States, Latin America, Asia, and the Middle East

• Supported by top-tier investors and industry experts

 

Why Join Qantev

• Make a meaningful impact in healthcare through the application of advanced technology

• Work with a diverse and passionate team at the forefront of AI innovation

• Collaborate in a fast-moving, international environment

• Contribute to a mission-driven company revolutionizing health insurance operations

 

Your role

 

As a Data Science Intern at Qantev, you will play a crucial role within our dynamic data science team, collaborating closely with our technical experts to develop and deploy innovative AI solutions that transform the health insurance landscape. You will have the opportunity to:

 

• Gain a deep understanding of health data and healthcare economy dynamics.
• Enhance our state-of-the-art OCR pipeline for processing large volumes of insurance claims data, aiming for improved accuracy and efficiency.
• Contribute to the development and optimization of our LLM and NLP pipelines for accurate and efficient medical coding inference.
• Refine and advance our machine learning models for fraud detection, leveraging advanced algorithms to identify complex patterns.
• Implement and optimize associated algorithms for performance and scalability.
• Research and implement best practices for testing and deploying our machine learning models at scale.
• Proactively identify and propose innovative ideas to enhance our existing products and develop new features, contributing directly to our product roadmap.
• Beyond exploring great ideas, integrate them into our product by writing high-quality, production-level code.

 

Preferred experience

 

Your profile

 

We are looking for a highly motivated individual who meets the following criteria:

• Seeking a 4-6 month internship.
• Strong foundation in Applied Mathematics, with a focus on machine learning, probabilistic modeling, computer science, and/or operations research.
• Excellent analytical and problem-solving skills, with the ability to synthesize complex information and pay close attention to detail.
• Demonstrated ability to write quality production code.
• Eager to engage with clients to understand their needs and integrate their feedback into your projects.
• Fluent in English.

 

Bonus skills

• Experience working on production-grade projects with strong software engineering insights, particularly concerning the adoption of large scale language models (LLMs).
• Proficiency with machine learning frameworks (e.g., TensorFlow, PyTorch, JAX) and specialized libraries for LLM development, fine-tuning, and inference optimization (e.g., Hugging Face Transformers, DeepSpeed).
• Prior experience in dynamic, fast-paced environments like startups or agile development teams, with a track record of contributing to NLP or LLM-centric initiatives.
• A good sense of humor!

 

Benefits of working at Qantev

Professional Growth & Impact:

• Opportunity to join a challenging environment among top-notch engineers and experienced entrepreneurs.
• Develop a deep understanding of the health insurance industry.
• Take part in scaling a global tech start-up.

Compensation & Perks:

• Competitive compensation.
• Best-in-class laptop and equipment.
• Annual company off-site.
• Access to the vibrant start-up ecosystem benefits.
• Alan Blue health insurance.
• Swile (daily lunch vouchers).
• Navigo reimbursement.

Location: 46 rue Saint-Lazare, 75009 Paris.

At Qantev, Diversity, Equity and Inclusion is a core principle that drives innovation