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Modelling Resident

adaption Verified employer

Contract Remote
Work mode
Remote
Posted 4 months ago Last checked 1 hr ago

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Role at a glance

You will
  • A modelling residency puts you in the center of a frontier lab.
  • You'll be embedded in real work: placed on key production and research projects and mentored directly by our modelling team.
  • By the end of this 8-month residency, our hope is that you leave with a track record you're proud to put on your resume and experiences…
Must-have skills
Deep LearningPyTorchPythonTensorFlow
Work mode
Remote

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Job description

Location: United Kingdom
Department: Modelling

The Role

A modelling residency puts you in the center of a frontier lab. You'll be embedded in real work: placed on key production and research projects and mentored directly by our modelling team. We're building our frontier innovation around efficiency, gradient-free exploration, real-time learning, and interface design. By the end of this 8-month residency, our hope is that you leave with a track record you're proud to put on your resume and experiences that meaningfully upskill you.

Responsibilities

  • Innovation: Build the future of adaptive algorithms that continuously learn. Co-design algorithms that react in real-time to product signal and feedback, and explore new ways of capturing feedback that make those algorithms better

  • Cross-Stack Optimization: Collaborate across software, hardware, and algorithmic domains to drive system-wide efficiency gains

  • Measure What Matters: We believe the ultimate signal of value is real-world impact. The smartest algorithm is one capable of interacting with the world — that's why product signal matters so much to how we work.

Qualifications

We value impact over credentials. Above all, we're looking for great teammates who make work feel lighter and aren't afraid to go out on a limb with bold ideas. You don't need to check every box - but you do need to be adaptable.

  • A degree or equivalent research/engineering experience in a computer science field.

  • Genuine interest in, and at least one project touching: model efficiency, synthetic data, interfaces, real-time alignment, or algorithmic optimization

  • Systems thinking — the ability to understand and optimize across the full ML stack

  • Strong Python skills and experience with deep learning frameworks (PyTorch, JAX, or TensorFlow)

  • Familiarity with model optimization techniques such as RLHF and fine-tuning

  • Strong communication and self-awareness — you know how to collaborate in a remote environment and you're open to feedback

  • You care about technical excellence and last mile impact. We value impact more than effort, and about owning outcomes end to end.


About Us

Most AI is frozen in place - it doesn't adapt to the world. We think that's backwards. Our mandate is to build efficient intelligence that evolves in real-time. Our vision is AI systems that are flexible, personalized, and accessible to everyone. We believe efficiency is what makes this possible - it's how we expand access and ensure innovation benefits the many, not the few. We believe in talent density: bringing together the best and most driven individuals to push the boundaries of continual adaptation. We're looking for builders and creative thinkers ready to shape the next era of intelligence.

Key skills

Required

Deep LearningPyTorchPythonTensorFlow

Soft skills

Communication

Job market insights

149active Deep Learning jobs in India
237active PyTorch jobs in India
3,578active Python jobs in India
2 more open jobs at adaption

Jobs asking for Deep Learning in India also ask for

  • Python83%
  • Machine Learning72%
  • PyTorch61%
  • TensorFlow54%
  • AWS52%

From live job posts on CoreHRx, updated 2 Nov 2026. Skill figures count posts that list their skills; salary figures only posts that show a salary.

Questions about this job

Where is this job based?

It is a remote job.

What kind of job is this?

It is a contract job.

How do I apply?

You apply on adaption's website. CoreHRx takes you there after you sign in.

This page helps Indian job seekers prepare for Python interviews for backend, data engineering and data analyst roles, whether you are a fresher facing your first technical round or an experienced developer aiming for a senior position. It has 60 questions in three levels, easy, medium and hard, each with a concise sample answer and, where it helps, runnable Python 3.12 code. Topics include data structures, OOP, generators, decorators, the GIL and concurrency, type hints, testing and performance. Answer each question aloud in your own words first, then compare with the sample answer and run the code to check your understanding.

Questions you may be asked

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