What you’ll do
At Doctolib, we're on a mission to transform the way healthcare is delivered by leveraging the power of AI. As a Data Scientist, you'll play a critical role in developing and implementing cutting-edge AI/ML-driven features that will power the products used by Healthcare Professionals in their day to day job.
In this role, you'll have the opportunity to work with a team of talented data scientists, software engineers, machine learning engineers and healthcare professionals to develop and deploy AI/ML models that will have a real impact on people's lives.
You will build AI/ML services to power Doctolib products for healthcare professionals. You will leverage textual data, from documents or generated by users, to automate or simplify administrative, financial and clinical daily tasks. Also, you will carry out explorations to better understand how users use our product, to orientate the roadmap of Product teams.
Your responsibilities include but are not limited to:
- Find the right technical solution to solve the product domain goals
- Implement your ideas and test them
- Deploy your algorithms in production guided by our ML platform team
- Measure the uplift and continuously improve your approach
Who you are
You could be our next teammate if you:
- Have analytical skills, are result oriented and user first
- Have 5+ years of significant experience in NLP, and a solid knowledge of latest NLP architecture (transformers, LLM)
- Have already deployed models to production environments
- Have an appetite for mentoring and helping your teammates upskill
Now, it would be fantastic if you:
- Are at ease to collaborate with ML engineers to take into consideration production constraints
- Have experience in other ML methodologies : recommendation, experimentation or causal inference.
What we offer
- A stock-option program for each Doctoliber
- Quarterly bonuses and a competitive package (according to your profile)
- A 6-month dedicated onboarding program - the Doctolib Academy
- Continuous training programs on all key competencies (English, soft skills, expertise)
- Transparent internal mobility opportunities you're welcome to apply for
- 2 days per year to help health charities and create a positive social impact - the Solidarity Days
- Mental health and wellbeing offer in partnership with moka.care
- The Doctolib Parent Care Program, including extended parental leave, meet-ups and inspiring conferences
- High-quality office spaces supporting collaboration, health and wellbeing
- A subsidy from the work council to refund part of the membership to a sport club or a creative class
- A competitive health insurance paid 100% by the company
- Subsidy for lunch and various food offers in our offices
- A flexible workplace policy offering both hybrid and office-based mode
- Flexibility days allowing to work in EU countries and the UK 10 days per year
- A support for relocation in case of international mobilities and new joiners arriving to France, Germany and Italy from another country
The interview process
- HR Screen
- Behavioral Interview with 2 members of the Data Science team
- Technical Deep Dive
- System Design
- At least one reference check and criminal background check
Job details
- Permanent position
- Full Time
- Workplace : Paris area
- Start date: asap
- Remuneration : fix + bonus on objectives (according to your profile)
At Doctolib, we believe in improving access to healthcare for everyone - regardless of where you come from, what you look like. This translates into our recruitment process: Doctolib is an equal opportunity employer. We don't just accept diversity at Doctolib, we respect and celebrate it!
The more diverse ideas are heard, the more our product will truly improve healthcare for all. You are welcome to apply to Doctolib, regardless of your gender, religion, age, sexual orientation, ethnicity, disability, or place of origin. If you have a disability, let us know if there's any way we can make the interview process smoother for you!
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Top Skills
What We Do
Since Doctolib's creation in 2013, we have had one purpose: strive for a healthier world.
1. We aim to improve the daily lives of care teams by providing them with a new generation of technologies and services.
2. We aim to improve health for all, by offering a fast and frictionless journey for all care episodes, creating new ways for people to receive care and empowering them to become actors of their health.
At Doctolib, we are honored to work in the healthcare field and we believe that innovation in healthcare should be handled differently. We apply 4 guiding principles in everything we do:
1. We create helpful solutions for care teams and people.
2. We serve everyone equally and create well-designed and accessible technologies.
3. We team up with our users to strive for a healthier world and act as one team.
4. We protect our users' privacy. It’s their health, their data.
To achieve our purpose, we are assembling a team dedicated to improving healthcare, with a human-centric approach and an entrepreneurial mindset.
www.doctolib.com
