Machine Learning Researcher (NLP)

Remote or hybrid (office in Zagreb, Croatia). Please apply only if you are an EU resident.

Company Description

doXray is a remote-first company that develops solutions for AI use-cases in the Legal, Real Estate, and Services industry. We have clients in Spain, Germany, the Netherlands, and the UK. At doXray, we're building a team with a passion for machine learning, for solving big problems, and for challenging ourselves to be better every day. We care about moving diligently and pushing industries forward while caring about who's on the journey with us.


Job Description

We are seeking an experienced Machine Learning Researcher with a focus on NLP to join our team, and help us extend the capabilities of our ML platform: a multi-component system designed to enable smoother onboarding of new use-cases and downstream tasks. Currently, the research side of the ML platform is focused on the following areas (all using transformers, e.g. BERT): multi-task learning, visual language modelling, continual learning, few-shot learning and NLP in general.

You will be working within a cross-functional team consisting of Data and ML Engineers and Researchers, closely collaborating with our Annotation, Infra, and Application teams. Your job will not be to implement a production version of any model or algorithm, but mostly to prototype and show how a novel model is performing on our data - if better than what we have, the production implementation will be taken over by our engineers.

 

Responsibilities

  • Building novel or adjusting and combining existing ML approaches for our use-cases
  • Quick prototyping of new ideas
  • Take part in the organization and building of our ML platform
  • Mentoring junior employees/interns and helping with papers

 

Qualifications

  • Published papers related to our research interests (shown in bold above)
  • Strong coding skills in Python
  • Experience using ML/DL libraries and frameworks like PyTorch, Huggingface, JAX
  • Deep understanding of core ML/DL concepts and architectures (from simple neural networks to transformers)
  • GitHub repository with relevant projects

 

Offering

  • Competitive pay (€ 40-65k gross)
  • 5 Weeks of vacation
  • Christmas bonus
  • Subsidised career development courses
  • Equipment budget for anything you want/need
  • Annual health check Up
  • Fully paid gym membership (Multisport)
  • CRO card
  • Free parking place if you decide to work from the office
    Flexitime schedule and low meeting load

 

Apply by sending your CV and cover letter to [email protected]

 

Refer a Friend:

Machine Learning Researcher (NLP)

Remote or hybrid (office in Zagreb, Croatia). Please apply only if you are an EU resident.

Company Description

doXray is a remote-first company that develops solutions for AI use-cases in the Legal, Real Estate, and Services industry. We have clients in Spain, Germany, the Netherlands, and the UK. At doXray, we're building a team with a passion for machine learning, for solving big problems, and for challenging ourselves to be better every day. We care about moving diligently and pushing industries forward while caring about who's on the journey with us.


Job Description

We are seeking an experienced Machine Learning Researcher with a focus on NLP to join our team, and help us extend the capabilities of our ML platform: a multi-component system designed to enable smoother onboarding of new use-cases and downstream tasks. Currently, the research side of the ML platform is focused on the following areas (all using transformers, e.g. BERT): multi-task learning, visual language modelling, continual learning, few-shot learning and NLP in general.

You will be working within a cross-functional team consisting of Data and ML Engineers and Researchers, closely collaborating with our Annotation, Infra, and Application teams. Your job will not be to implement a production version of any model or algorithm, but mostly to prototype and show how a novel model is performing on our data - if better than what we have, the production implementation will be taken over by our engineers.

 

Responsibilities

  • Building novel or adjusting and combining existing ML approaches for our use-cases
  • Quick prototyping of new ideas
  • Take part in the organization and building of our ML platform
  • Mentoring junior employees/interns and helping with papers

 

Qualifications

  • Published papers related to our research interests (shown in bold above)
  • Strong coding skills in Python
  • Experience using ML/DL libraries and frameworks like PyTorch, Huggingface, JAX
  • Deep understanding of core ML/DL concepts and architectures (from simple neural networks to transformers)
  • GitHub repository with relevant projects

 

Offering

  • Competitive pay (€ 40-65k gross)
  • 5 Weeks of vacation
  • Christmas bonus
  • Subsidised career development courses
  • Equipment budget for anything you want/need
  • Annual health check Up
  • Fully paid gym membership (Multisport)
  • CRO card
  • Free parking place if you decide to work from the office
    Flexitime schedule and low meeting load

 

Apply by sending your CV and cover letter to [email protected]

 

Refer a Friend: