Our teams
- Quantitative research & machine learning
  We find patterns in noisy, real-world datasets to predict movement in global financial markets – blending mathematical precision with state-of-the-art machine learning. Learn more
- Engineering
  We design and maintain the robust infrastructure and high-performance platforms that transform bold research into real-world results. Learn more
- Technology Innovation Group
  We scout, test and integrate the latest technologies — ensuring our teams stay at the forefront of what’s possible. Learn more
- Open-source software
  We partner with and contribute to the open-source community, building world-class tools that benefit our research and the wider world. Learn more
Students & graduates
- Graduates
- Machine Learning College
NextGen
About us
Careers
Contact

ICML 2022: Paper Reviews

As part of our diamond sponsorship of ICML and commitment to learning and development, a group of our researchers and engineers attended this year’s conference, held in Baltimore, USA.

Our researchers have pulled together reviews of their favourite ICML papers of 2022, giving insight into exactly what excited them about these papers.

Follow the links to read each set of ICML 2022 paper reviews.

Interested in More Paper Reviews?

Read paper reviews from our researchers who attended NeurIPS.

Read our reviews

Our Opportunities

Looking to make an impact at one of the world’s leading quantitative research and technology firms? See our open roles and apply now.

Search open roles

Business Management

Human Resources Intern London Technical Support Placement Year London Content Lead London Technical Support Analyst London Compensation Analyst London Delivery Lead London Finance Business Partner London Tax Manager London Risk Specialist – Algo Safety London Payroll Coordinator London Executive Assistant Dallas HPC Programme Manager Dallas Strategy Lead London HR Business Partner – Platform Engineering Dallas Insight Analyst London

Cyber Security

Senior CSIRT Analyst London Head of Security Engineering London Senior Security Architect London Security Threat Specialist London Security Risk Analyst London Senior Network Security Engineer Dallas Senior Penetration Tester London

Infrastructure Engineering

Storage DevOps Engineer London Network Operations Analyst Placement Year (Sandwich Degree) London FPGA Engineering Internship London Kubernetes Engineer London HPC Storage Engineer Dallas Principal HPC Engineer Dallas Observability Platform Engineer Dallas Kubernetes Engineer Dallas Senior Network Engineer Dallas Software Engineer, HPC Scheduling Dallas Observability Manager Dallas HPC Solutions Architect Dallas UX Designer Dallas Design Verification Engineer London Contract Data Centre Engineer London Network Engineer (Contract) London Senior Network Engineer London DevSecOps Engineer Dallas Compute Platform Manager Dallas HPC Validation and Performance Engineer Dallas HPC Network Engineer Dallas Senior HPC Data Center Engineer Dallas Lead HPC Hardware Engineer Dallas Storage DevOps Engineer London

Quant Research

Senior Data Vendor and Sourcing Specialist London Natural Language Processing Internship London Machine Learning Research Internship London Internship in Quantitative Research London Data Vendor Analyst London Data Scientist London Quantitative Analyst London Natural Language Processing Researcher London Quantitative Researcher – Experienced London Quantitative Researcher – Fundamental Equity Research London Execution Quantitative Researcher London Quantitative Researcher – Postgraduate London Machine Learning Researcher London

Software Engineering

Software Engineer London Software Engineering Internship London Forward‑Deployed AI Engineer London Machine Learning Workflow Engineer London Software Engineer London Market Data Engineer (Contract) London Production Software Engineer – Forecasting London HPC Kubernetes Engineering Manager Dallas Head of Technical Signals Engineering London Front Office Full-Stack Engineer Stamford Systems Integration Software Engineer Dallas Production Software Engineer – LLE London Security Engineer – Core Colo Engineering London Market Risk Software Engineer Stamford C++ Software Engineer Dallas C++ Engineer – FPGA (Contract) London Front Office Full-Stack Engineer London Senior Software Engineer, IAM Dallas Machine Learning Engineer London Software Engineer London Quantitative Developer London C++ Software Engineer London

Latest news

15 Sep 2025

Junior physics team tastes international success

15 Sep 2025

Distinguished Speaker Symposium: Aerodynamics and the Navier-Stokes equations

08 Aug 2025

G-Research July 2025 grant winners

Latest events

Mathematics

Distinguished Speaker Symposium: Aerodynamics and the Navier-Stokes equations

30 Sep 2025 Grand Temple, London, WC2B 5AZ

More info

Quantitative engineering
Quantitative research

ETH Zurich quant challenge

07 Oct 2025 ETH Zurich Campus, LEE Building

More info

Quantitative engineering
Quantitative research

Paris quant challenge

01 Oct 2025 The Kimpton St Honore Hotel, Paris

More info

Stay up to date with G-Research

Subscribe to hear about the latest news and events