Expert Knowledge Representation Specialist

4 days ago


London, Greater London, United Kingdom Atmanlabs Full time

About Atman Labs

Atman Labs, a London-based applied research and commercialization company, is at the forefront of building software that emulates human expertise. Our unique research combines custom reinforcement learning environments with large-scale knowledge representation, inspired by biological priors.

We are seeking an expert founding engineer to join our team in building specialized systems that emulate how human experts acquire, represent, and recall knowledge. You will be responsible for developing world models that supersedes even the most experienced human expert.

The ideal candidate has a PhD or equivalent industrial expertise in knowledge representation and web-scale search, with deep expertise in computer vision or natural language processing. They should have experience working with transformers, ontologies, and graph neural networks.

Key responsibilities include formulating methods to collect web-scale data, understanding nuances of data from a human expert perspective, and deploying models with clean APIs using Python and DL toolkits like PyTorch or Tensorflow.

Technical Requirements:

  1. PhD or equivalent industrial expertise in knowledge representation and web-scale search.
  2. Deep expertise in computer vision or natural language processing.
  3. Experience working with transformers, ontologies, and graph neural networks.
  4. Familiarity with hierarchical clustering algorithms for community detection, event detection, topic modeling, and statistical tools available to make sense of large amounts of data.
  5. 7+ years of programming experience in Python.
  6. Ability to present ideas in writing, in person, and in small groups.

Salary Range: £120,000 - £180,000 per year

Benefits:

  • A highly conscious culture that uplifts each member towards their personal ambitions.
  • A platform to work on cutting-edge technologies and contribute to groundbreaking research.
  • A competitive salary range and benefits package.


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