Machine learning Team Lead - CDI (H/F)

  • Paris
  • Full-Time
  • Start Date: 01 December 2021
  • Apply Now

About

Monk provides visual expertise through Computer Vision and Deep Learning algorithms. Today, the AI is able to detect and classify damage on any vehicle, with photos taken by a smartphone. The company is already working with international leading players, such as our parent company ACV Auctions (USA), but also CAT logistics (Europe) Getaround (France), Autobiz (Europe) or Hgreg (Canada).

Monk won the X-Silicon Valley award, was named in the TOP 30 of Station F and won the Coup de Coeur of the Finance-Innovation award and has just been acquired by ACV Auctions after only 2 and a half years. The team is young and dynamic from the best French research labs and engineering schools.

About us

Job Description

As a ML Team Lead at Monk your main tasks will be to :

  • Manage/mentor a small team of data scientists
  • Conduct cutting-edge Computer Vision research to improve the performance of existing models
  • Develop new deep learning algorithms
  • Set up AI projects/products including the exploration phase, the model construction phase, the model deployment and its recycling
  • Work on transversal missions (Data Science, detailed understanding of the mechanisms of artificial intelligence, data analysis, development of Deep Learning algorithms, management of an API and deployment, Data engineering etc.).

Technical stack :

Databases : Postgres, Firebase (Firestore), S3
Infrastructure : AWS, GCP
Server-side : Python, Flask/FastAPI
Client-side : JS, TS, React

Preferred Experience

Prererequesites

  • 6+ years of experience working in large scale data science environments
  • 2+ years of experience as a team lead
  • You have significant experience applying machine learning to real business problems
  • Good knowledge of Python
  • You are fluent with SQL / relational algebra
  • Fluent in English

Bonus

  • You are specialized in Vision

Recruitment Process

  • Fit interview
  • Technical interview
  • Technical test
  • Cofounder interview

Additional Information

  • Contract Type: Full-Time
  • Start Date: 01 December 2021
  • Location: Paris, France (75006)
  • Salary: between 70000€ and 89955€ / year