Machine Learning / Software Engineer

Machine Learning / Software Engineer

About us

Owkin exists to find the right treatment for every patient. Our focus is to use artificial intelligence to discover and develop better treatments for unmet medical needs, starting with the fight against cancer.

In November, Owkin became a 'unicorn' - a startup worth more than $1 billion - through a $180 million investment from pharmaceutical company Sanofi. As a result, we are now looking for the brightest and best talent to help us to go even further in achieving our mission.

Learn more about us

 

About the role:

As a Machine Learning / Software Engineer, you will have the opportunity to build a secure application for collaborative federated machine learning. This product, called Connect, enhances the collaboration between data experts (e.g., medical expert, data engineer) and data scientists across multiple data centers. Connect makes it possible to train a machine learning model across multiple data centers storing highly sensitive data (federated learning). For more details, have a look here!
Connect is part of the Data Platform, a fast growing team composed today of 50 people, which secures access to rich multi-modal data at scale to enable discovery and development of new treatments, internally and in collaboration with pharma partners.

You’ll work in a team of Software and ML Engineers in close collaboration with the product team, data scientists and operations team. You will report to the Software Engineering Lead and you will actively contribute to the technical design and implementation of the APIs and libraries of the platform.

In particular, you will:

  • Develop libraries to facilitate data scientists interactions with the platform
  • Collaborate with a team to design and develop the platform
  • Design and implement state of the art federated learning strategies.
  • Design and implement privacy enhancing technologies.
  • Work on key initiatives to keep a high productivity — such as improving our code, tests, and promoting new tools

 

Position is based in our Paris or Nantes offices or remotely.

 

About you

Required qualifications:

  • Experience as a Software Engineer, working with software in production
  • Strong experience with Python and standard Python ML libraries (PyTorch, TensorFlow, numpy, pandas)
  • Knowledge of Data Engineering and Machine Learning
  • Ability to work in an international environment and communicate in English
  • Strong team spirit

Bonus:

  • Experience in DevOps and MLOps
  • Experience working with distributed frameworks (Spark, Dask …)
  • Open source contributions

If you are interested in joining us but don’t check all the boxes, we still encourage you to apply as we are seeking to build a multidisciplinary team with diverse backgrounds

 

What we offer

  • Competitive salary & excellent benefits package
  • Flexible work organization and access to remote work
  • Friendly and informal working environment
  • Opportunity to work with an international team with high technical and scientific backgrounds

Recruitment Process & Security

  • Please attach a cover letter and a CV.
  • Owkin is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, sex, gender, sexual orientation, age, color, religion, national origin, protected veteran status or on the basis of disability.
  • Owkin is a great place to work. Unfortunately, being a coveted workplace means we are vulnerable to recruitment phishing scams. We urge all job seekers and candidates to be wary of potential scams. Most of these have individuals posing as representatives of prominent companies, including Owkin, with the aim of obtaining personal, sensitive, or financial information from applicants. These scams prey upon an individual’s desire to obtain a job and can sometimes “feel” like a genuine recruitment process. Some red flags are identified below. Should you encounter a recruitment process that claims to be for Owkin but is not consistent with the below, please do not provide any personal or financial information:
  • Legitimate Owkin recruitment processes include communication with candidates through recognized professional networks, such as LinkedIn. However, further 
  • communication is always through an official Owkin email address (from the @owkin.com domain), over the phone or though Recruitment platforms (WelcomeKit, talent.io, hidden.market, Fifty Talent or Hiresweet);
  • Legitimate Owkin recruiters will not solicit personal data from candidates during the application phase including, but not limited to, date of birth, social security numbers, or bank account information;
  • Legitimate Owkin interviews may be conducted over the phone, in person, or via an approved enterprise videoconferencing service (such as Google Meets or Highfive). They will never occur via Signal, Telegram or Messenger
  • Legitimate Owkin offers of employment are based on merit and only extended once a candidate has interviewed with members of the hiring team. Offers will be extended both verbally and in written format. Owkin may request some personal information to initiate the hiring process, but this will be through protected means.

 

If you think that you have been a victim of fraud, 

Role

Machine Learning / Software Engineer

Team

Location

Paris - Nantes - Remote

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