Machine Learning Engineer

Nabla Technologies; Paris; Hybride; EUR 45 000 - 75 000; Plein temps

Résumé du poste

Join Nabla Technologies as a Machine Learning Engineer and be a part of a team of experts developing the 'Copilot' of healthcare. Leverage cutting-edge machine learning to impact the future of healthcare delivery by streamlining clinical documentation and improving patient care. With a supportive team culture and opportunities for growth, you'll engage in meaningful work that directly benefits clinicians and patients alike.

Prestations

Stock ownership

Public transportation costs covered at 50%

Exercise class during the workday

Unlimited budget for book purchases

Culture of trust & accountability

Qualifications

• Strong foundations in machine learning required.
• Experience training neural networks for real-world use cases.
• Broader software engineering experience is a plus.

Responsabilités

• Propose experiments and model architectures.
• Implement and train machine learning models.
• Measure performance of deployed models and iterate.

Connaissances

Machine Learning

Python

Neural Networks

Communication

Formation

Degree in a relevant field (e.g., Computer Science, Engineering)

Outils

Pytorch

Transformers

OpenAI GPT-4

Description du poste

We are a team of entrepreneurs, physicians and engineers committed to bringing back joy to the practice of medicine.

Together with a community of clinician innovators, we've harnessed the best of machine learning science to develop Nabla : the leading ambient AI assistant that's redefining healthcare delivery. By streamlining clinical documentation, Nabla empowers doctors to channel their energy where it matters most - patient care. Trusted by over 65,000 clinicians and implemented in more than 100 healthcare organizations, our AI assistant is making waves in the medical industry.

We are only at the start of an ambitious journey. With a bold vision to support 5 million practitioners worldwide, we've recently secured $30 million in Series B funding and are actively seeking exceptional talent to be part of our team.

This is a great time to join us!

The best of AI at the service of healthcare

Nabla's phenomenal traction is the result of 3 years of diligent product development.

Our team, led by former Meta AI Research engineers, has consistently anticipated how AI can revolutionize healthcare delivery. The Machine Learning team continually leverages the latest advancements to unlock AI's full potential in healthcare.

Yann LeCun, Meta's Chief AI Scientist and Turing award winner, is an advisor to Nabla.

What You'll Do

As a machine learning engineer, you will leverage the latest advances in machine learning to build the "Copilot" of healthcare. You will be deeply involved in the ML roadmap, from definition to delivery.

Within a team of experts who built large-scale production systems at Facebook, Google or Microsoft, you will :

• Propose experiments, model architectures & data labeling strategies to improve our speech to text, note generation and normalization systems.
• Implement them and train models
• Roll them out on our platform by working closely with product teams
• Measure their performance in the real world to improve them over time

To get a sense of the impact you'll have :

• Nabla processes 10 billion tokens / month with LLMs
• By the time you've read this posting, Nabla will have transcribed 100 new hours of live audio and generated 500 new clinical notes , saving 125 hours of doctor time .

Our stack

• Python for everything ML related
• Pytorch and Transformers for training
• vllm for inference
• Calls to OpenAI GPT-4 when needed

Where you'll be based

Our offices are based in Paris 3e (Arts & Métiers) .

Remote policy : 1-2 days a week (with some flexibility). Possibility of working remotely 1-2 weeks once a year.

Your DNA

• You have strong foundations in machine learning
• You've trained neural networks for real-world use cases
• You write clean Python code
• You communicate clearly in English
• Broader software engineering experience (infrastructure, front-end, etc) is a plus

Your Team

You will join the Core team (Machine Learning specialists) and collaborate closely with Product Managers and other engineering teams.

The Engineering team currently comprises 20 people across three domains :

• Apps : Responsible for our web application and Chrome extension.
• Platform : Handles infrastructure, back-end, and our API solution.
• Core : Focuses on Machine Learning innovation and delivery.

Just like we're dedicated to supporting doctors' well-being, ensuring yours is a top priority. We firmly believe that by prioritizing your well-being, we support you to excel in your work.

Here are the benefits you get when joining Nabla :

• Stock ownership
• Public transportation costs covered at 50%
• Exercise class during the workday : Yoga, running, pilates, HITT
• Unlimited budget for book purchases, so you can continue to learn about ML / Healthcare
• Culture of trust & accountability - your output matters more than your clock-in time

Life at Nabla

When you become a part of our company, you join a team of excellence-driven, curious, and genuinely kind individuals. Together, we're committed to making clinicians' lives easier and improving healthcare experiences for everyone. We believe in a world where clinicians can focus on what they were trained to do - caring for their patients, and where no patient feels their visit was rushed.

We come to work excited to leverage AI to do more for clinicians. We're obsessed with our users' satisfaction and we actively seek out opportunities to engage one-on-one with clinicians to understand how Nabla can better help. We consistently look for ways to improve and do not shy away from doing the work to excel. Whether it's a feature our users asked for, or a new article for our blog, we prioritize collaboration to deliver exceptional outcomes.

We love having fun as much as we love work. Our #nablabla channel is as active as our #feature-show-off channel, we exercise during the work day at least 3 times a week (yoga, running, pilates, or HIIT, your choice!), enjoy regular off-sites to gather the team, and travel to see each other in places like NY, Paris, San Francisco, and many other vibrant cities. Oh, and we're constantly snacking on chocolate or nuts!

If this sounds like an environment you'll thrive in, we look forward to reading your application!

Diversity & Inclusion

Diversity and inclusivity are fundamental values at Nabla. We embrace individuals from various backgrounds, including race, gender, educational history, sexual orientation, and beyond.

As an equal opportunity employer, we actively seek out and welcome applicants from diverse backgrounds, believing that a wide range of perspectives enriches our team and enhances our ability to innovate and thrive.