add g-research's jobs (#1444)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Nikoś <[email protected]>

Author: 3 people

src/content/sponsors/g-research/index.md

@@ -2,19 +2,21 @@
 name: "G-Research"
 url: "https://www.gresearch.com/"
 description:
-  "We are a leading quantitative research and technology firm. We hire the
-  brightest minds to tackle the biggest questions in finance. We pair our
-  people’s expertise with machine learning, big data, and emerging tech to
-  predict movements in financial markets."
+  "G-Research is a leading quantitative finance research firm, applying
+  scientific rigour to solve complex challenges in financial markets. From our
+  offices in London and Dallas, we bring together world-class researchers and
+  engineers in a culture that values deep exploration, methodical execution, and
+  long-term thinking. Grounded in honesty, curiosity, and care for our people,
+  we focus on developing smart, enduring strategies that deliver lasting impact."
 socials:
   linkedin: "https://www.linkedin.com/company/g-research/"
-  twitter:
+  twitter: "https://x.com/gresearchjobs"
   github:
   discord:
   mastodon:
   bluesky:
   youtube: "https://www.youtube.com/@GResearchquantfinance"
   instagram: "https://www.instagram.com/gresearchcareers/"
 tier: Gold
-logo_padding: 10px
+logo_padding: 15px
 ---

src/content/sponsors/g-research/machine-learning-engineer.md

@@ -0,0 +1,35 @@
+---
+title: "Machine Learning Engineer"
+location: London
+type:
+level:
+tags:
+salary:
+benefits:
+description: "We are looking for exceptional machine learning engineers to work
+  alongside our quantitative researchers on cutting-edge machine learning
+  problems. As a member of the Core Technical Machine Learning team, you will be
+  engaged in a mixture of individual and collaborative work to tackle some of
+  the toughest research questions.In this role, you will use a combination of
+  off-the-shelf tools and custom solutions written from scratch to drive the
+  latest advances in quantitative research.
+
+
+  Past projects have included:
+
+  - Implementing ideas from a recently published research paper
+
+  - Writing custom libraries for efficiently training on petabytes of data
+
+  - Reducing model training times by hand optimising machine learning operations
+
+  - Profiling custom ML architectures to identify performance bottlenecks
+
+  - Evaluating the latest hardware and software in the machine learning
+  ecosystem"
+
+requirements:
+responsibilities:
+
+apply_link: "https://www.gresearch.com/vacancies/machine-learning-engineer/"
+---

src/content/sponsors/g-research/machine-learning-workflow-engineer.md

@@ -0,0 +1,36 @@
+---
+title: "Machine Learning Workflow Engineer"
+location: London
+type:
+level:
+tags:
+salary:
+benefits:
+description: "We are looking for exceptional engineers to help us build out a
+  mature ML research and deploy pipeline as part of our ML Workflows team. This
+  is an exciting role. You will develop greenfield solutions to meet highly
+  complex ML interdependency requirements. Where off-the-shelf tools fall short,
+  you’ll build custom solutions to define best practice across quantitative
+  research.
+
+
+  Future projects include:
+
+
+  - Implementing best practice feature and model stores
+
+  - Properly versioning features, data and models
+
+  - Improving inference compute utilisation via model serving
+
+  - CI/CD for ML
+
+  - Reliably fitting models with complex job dependency graphs
+
+  - Robustness in production, including validation and monitoring"
+
+requirements:
+responsibilities:
+
+apply_link: "https://www.gresearch.com/vacancies/machine-learning-workflow-engineer/"
+---

src/content/sponsors/g-research/quantitative-developer.md

@@ -0,0 +1,38 @@
+---
+title: "Quantitative Developer"
+location: London
+type:
+level:
+tags:
+salary:
+benefits:
+
+description: "Our Quantitative Developers are the enablers of our success. They
+  work side-by-side with our researchers to realise their ideas in global
+  financial markets. They work at the bleeding-edge with immense compute power
+  at their fingertips to achieve our aim: predicting the future. The core tech
+  stack is C# and Python, productionised in our own datacentres. Areas of focus
+  for these teams include:
+
+
+  Areas of focus for these teams include:
+
+  - Trading systems – reliable and performant systems able to trade 24/6 for our
+  customers, with real money at stake
+
+  -  Modelling – building core capabilities and assisting quant researchers in
+  our cutting edge prediction capabilities
+
+  - Simulation – back-testing frameworks for validating the strategies our
+  researchers produce and for assessing their ongoing performance
+
+  - Research tooling – front-end UX and workflow for our quant researchers
+
+  - Performance and scalability – optimising our trading and research systems to
+  unlock new capabilities"
+
+requirements:
+responsibilities:
+
+apply_link: "https://www.gresearch.com/vacancies/quantitative-developer/"
+---

src/content/sponsors/g-research/software-engineer.md

@@ -0,0 +1,36 @@
+---
+title: "Software Engineer"
+location: London
+type:
+level:
+tags:
+salary:
+benefits:
+description: "Engineering underpins our continued growth and success, and we are
+  committed to recruiting and developing the world’s best Engineers. Our teams
+  develop and build tooling for a petabyte-scale compute farm; your code will
+  exist at the cutting-edge underpinned by near infinite compute power. Most of
+  our systems are written in C# or Python, but we also have specialist teams
+  using C++, Java and F#. We utilise modern web, distributed and big data
+  technologies, which means we have a broad range of software engineering
+  challenges for the right person.
+
+
+  Key responsibilities of the role include:
+
+  - Contributing to the evolution and successful operation of a world-class
+  trading system
+
+  - Designing and building solutions that drive value for our petabyte-scale
+  data platform
+
+  - Continuously exploring and developing solutions to improve data and compute
+  throughput at scale
+
+  - Demonstrating software engineering best practices"
+
+requirements:
+responsibilities:
+
+apply_link: "https://www.gresearch.com/vacancies/software-engineer/"
+---