Machine Learning Researcher (Postdoc) Full-time

Published at 2022-07-06 - Viewed: 417 times - Giskard - CI/CD for Machine Learning (Worldwide/Remote)

Description

At Giskard, we’re on a journey to help Data Scientists, ML Engineers & Business Experts collaborate to deliver ML products, better & faster.

Giskard provides the first Open-Source CI/CD platform for ML teams to

  • Validate your model faster with collaborative feedback from business stakeholders,
  • Test your models to eliminate regressions, errors & biases.

On the technical side, our product is a full-stack application with a Python & Java backend and Vue.js frontend in Typescript. Machine learning models are at the heart of Giskard so the backend interacts with state-of-the-art ML libraries.

As a Machine Learning Researcher, you will:

  • Design & develop core ML products: Computer Vision & Time Series inspection & testing
  • Produce data science content: papers, conferences, blog articles, etc.
  • Conduct our scientific watch: academic paper reading in ML Testing, FairML and XAI
  • Conduct our technological watch: testing of tools for quality in ML
  • Be at the forefront of the Responsible AI new wave of innovation

Requirements

We are looking for an entrepreneurial researcher who just defended a Ph.D. or is about to defend it. We are hiring people located in France or willing to relocate.

Skills

  • Strong skills in the Python data science stack, especially with pandas, scikit-learn, tensorflow, torch, and transformers
  • Specific experience in Computer Vision and/or Time Series
  • Technical and non-technical writing skills in English
  • Reading research papers and turning them into operational tools

About you

  • Passionate about building robust solutions to real-life problems
  • Driven by customer needs & outstanding user experience
  • Willing to build a real product and see it being used by customers
  • Hungry for learning new skills every day
  • Conscious about technology’s role in our society
  • Empathetic team player

Recruitment process

You can get an offer with salary & equity in 3 weeks:

  1. Fit interview: 15 minutes
  2. Tech exercise: 10 days to complete
  3. Tech interview: 45 minutes
  4. Reference calls: 2 persons
  5. Final interview: 45 minutes

Benefits

We value diversity, equity, and inclusivity. Giskard is an equal opportunity employer. We do not discriminate on the basis of race, religion, color, origin, gender, sexual orientation, age, marital status, veteran, or disability status.

We are remote-flex. We value productivity and work/life balance. We meet in our office in Paris twice a week, at Station F.

We offer a remote office kit to all full-time employees: a MacBook computer, external monitor, keyboard, mouse, etc. We also offer the best health insurance plan in France, Alan Blue.

Full-time employees are granted a significant equity package. We want to include everyone in the adventure and make it a collective win.

Salary: between 60 000 € and 80 000 € / year (brut)

Want to know more?

You can get started with our product and ask us anything in our community:

*“Join our Community”:https://gisk.ar/discord

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