Founding Engineer: Expert Reasoning for Reinforcement Learning
1 month ago
About Atman Labs
We are building software to emulate human expertise. Our research is inspired by biological priors and lies at the intersection of custom Reinforcement Learning environments and Large-Scale Knowledge Representation. We are deploying our platform in products across various commercial domains to demonstrate the value of our approach.
The Next Frontier of Reinforcement Learning
We are hiring for a founding engineer that will join the team working on building reinforcement learning environments to reason on structured knowledge representations. As a specialist in reinforcement learning rooted in first-principled, biological thinking, you will design custom reinforcement learning environments that turn expert tasks into concrete and hierarchical goals.
About You
We are looking for ambitious and independent thinkers who have a deep desire to contribute and want to be part of the team that makes this a reality for humanity. Our founding team prides itself in building a highly conscious culture that intentionally uplifts each member towards their personal ambitions while fostering collective innovation.
Technical
- You have a PhD or equivalent industrial expertise in the application of reinforcement learning.
- You have demonstrated expertise in designing, testing, and deploying end-to-end reinforcement learning solutions.
- You are deeply proficient in various policy- or value-based RL methods, and can strategically experiment with and select between various methods.
- You have some intuition and interest in knowledge graphs, GNNs, and graph embeddings.
- You have 7+ years of programming experience in Python and have development experience with both ML toolkits and RL environments.
Personal
- You are capable of reasoning from first-principles and critically evaluate when existing ideas are worth considering.
- You are articulate and can present your ideas in writing, in person, and in small groups.
- You are eager to amplify a team that has deep research and product experience.
- You can easily distinguish authentic thinkers from 'posers'.
- Your colleagues consider you a highly positive personality.
- Your intensity goes from 0 to 1000 when you become authentically interested in a topic.
- You have interests in interdisciplinary topics.
- You consider yourself an innovator and an original thinker.
- You want to work in person in London. Don't worry, we'll sponsor your visa.
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London, Greater London, United Kingdom Atmanlabs Full timeCompany OverviewAtman Labs is a pioneering company that aims to revolutionize human expertise through the development of software capable of emulating human cognition. Our research focuses on custom Reinforcement Learning environments and Large-Scale Knowledge Representation, with applications in various commercial domains.About the JobWe are seeking a...
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London, Greater London, United Kingdom Atmanlabs Full timeJob DescriptionAt Atman Labs, we are building software to emulate human expertise by developing custom Reinforcement Learning environments and Large-Scale Knowledge Representation. Our team is working on deploying our platform in various commercial domains, starting with proactive shopping concierges for e-commerce and eventually launching expert systems...
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