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Doctolib

Senior Data Scientist - Medical NLP Expert (x/f/m) - AI Teams

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Paris, Paris, France

6d ago
👀 18 views
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Job Description

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 solutions that will enable us to create an AI medical assistant that will support the 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 models that will have a real impact on people's lives.

Doctolib is looking for a Senior Data Scientist to join our dedicated feature team in charge of shaping the new consultation experience powered by a medical assistant.

Let’s make a direct impact of your work with easy access to final users (practitioners) or subject matter experts to empower our Clinical Product with AI.

Your responsibilities include but are not limited to:

  • Create, find or adapt model architecture to improve our medical data structuration engines
  • 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 team mate if you: 

  • Have proven experience in developing and implementing NLP algorithms and models for medical text analysis, such as clinical notes, research articles, and electronic health records (EHR)
  • Have at least 5 years of experience in applied Data Science or shorter but with significant contribution (papers)

Now, it would be fantastic if you: 

  • Have knowledge of medical coding systems (e.g., ICD-10, SNOMED CT) and clinical guidelines.

  • Have familiarity with healthcare data standards, such as HL7, DICOM, or FHIR, and experience working with healthcare data sources.

  • Have experience in collaborating with end users to refine  your modeling approach 

If you meet these requirements and are passionate about leveraging NLP techniques to advance healthcare and improve patient outcomes, we encourage you to apply for this exciting opportunity

 

  >>> If you don’t recognize yourself in the requirements above don’t hesitate to take a look at our other openned positions in AI Teams

What we offer

  • 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 in Data Science team
  • Technical Deep Dive(Question+Coding)
  • System Design
  • Final interview with the DS Director
  • At least one reference check and A copy of your criminal records (“extrait de casier judiciaire B3”) 

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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