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Machine Learning Researcher

Remote or Sydney, Australia

Job Type

Full Time / Part Time

About the Role

This position will focus on developing novel machine learning models for predicting functional and structural properties of proteins. Initial work will be scoped to follow existing literature with modifications to improve upon the current state of the art models, and create entirely new models. You will be a key player in our early team.

Requirements

A note before you read these - if you’re unsure whether you meet all the criteria, apply anyway! We’re more interested in finding the right person rather than the perfect skill set.


Required:

  • Programming proficiency in Python.

  • Strong understanding of machine learning and experience coding up models in PyTorch.

    • Particularly NLP: sequence-to-sequence models such as LSTMs, attention, and transformers.

    • Familiarity with concepts of representation learning (learning embeddings from sequence data).

  • Ability to work independently, design experiments, and report findings.

  • Excellent communicator and operator.


Desired:

  • Experience with protein sequence data, and familiarity with machine learning applied to protein structure prediction and design.

Benefits


  • Work at the bleeding-edge: We're pushing the boundaries of machine learning for protein design. You'll get to stretch your technical and creative capabilities.

  • Machine learning focused role: This isn't an analytics or data engineering role. We'll need you to code up new machine learning models, train them, test them, and iterate on a daily basis.

  • Equity: As an early hire of RewiredBio, you'll own part of the company. What's good for us, is good for you.

  • Flexible working location: Work from home or from the office, wherever you’re most comfortable!

  • Casual dress code.

  • Startup Experience: Working day to day with the CEO, you’ll understand how to plan and strategise RnD to meet business milestones.

  • Mentoring: We’ll provide constant mentoring and include you on other aspects of the business that you’re interested in.

  • Competitive compensation package.

Apply by emailing a short cover letter and copy of your résumé to alex@rewiredbio.com.

We look forward to hearing from you!

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