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Machine Learning Engineer - Altas Technologies at IMC
Исключительная вакансия для инженеров топ-уровня: работа в престижной сфере алгоритмической торговли, использование современного стека (Rust) и решение сложнейших технических задач. Высокая планка требований компенсируется масштабом влияния на бизнес.
Сложность вакансии
Высокая сложность обусловлена необходимостью владения как высокоуровневым Python, так и системными языками (Rust/C++), а также опытом работы с ультра-низкой задержкой (sub-millisecond latency) и огромными объемами данных. Требуется умение брать на себя полную ответственность за весь цикл разработки системы.
Анализ зарплаты
Зарплаты в сфере HFT (High-Frequency Trading) в Амстердаме значительно выше средних по рынку IT и часто включают существенные бонусы, которые могут удваивать базовый оклад. Указанный диапазон отражает базовую часть для опытных инженеров.
Сопроводительное письмо
I am writing to express my strong interest in the Machine Learning Engineer position at Altas Technologies within IMC. With over 3 years of experience in building and operating production-grade ML systems, I am particularly drawn to your team's philosophy of high-quality, low-overhead engineering and end-to-end ownership. My background in developing low-latency inference systems and managing petabyte-scale data infrastructure aligns perfectly with the challenges described in this role.
In my previous experience, I have focused on bridging the gap between quantitative research and production-ready systems. I am proficient in both Python and systems-level programming (Rust/C++), which allows me to navigate the entire stack from high-level ML orchestration to sub-millisecond latency optimization. I thrive in small, high-performance teams where technical excellence and collaborative problem-solving are the baseline, and I am eager to contribute to the evolution of IMC's trading stack.
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Откликнитесь в imc уже сейчас
Присоединяйтесь к элитной команде инженеров IMC и создавайте торговые системы будущего на Rust и C++!
Описание вакансии
At IMC, technology is at the core of everything we do. Our innovative in-house software drives millions of trading decisions daily, allowing us to outperform the competition through faster, more effective decision-making.
In 2023, IMC acquired Altas Technologies, a rapidly growing algorithmic trading firm with the ambition of creating tomorrow's most technically advanced trading stack. By combining their highly advanced trading strategies with IMC's execution and scaling capabilities, this move strengthens our position in the market and is an important step towards ensuring stability and long-term growth for the firm.
The Role
You will be part of a small group of engineers supporting a larger group of researchers. That ratio is deliberate — it forces us to build high quality, low overhead systems. We do not have the headcount to firefight low quality systems. Everything we build, we own end-to-end: we design it, build it, and maintain it.
The surface area is large: real-time ML inference driving trading strategies, the data infrastructure that feeds it at scale, and the research platform that enables quant researchers to find alpha. If you want to specialise in one area and hand everything else off, this isn't the role. We go deep into every part of it. That's the challenge, that's what makes it interesting, and there is always more to learn.
How We Work
Competence is the baseline here, not the differentiator. Individual output matters, but what sets people apart is the quality of their ideas and how they work together — through collaboration, discussion, and mutual respect. No egos.
Responsibilities
- Own and evolve the real-time inference system — serving ML predictions at sub-millisecond latency as part of a production trading system.
- Build and maintain petabyte-scale data and ML infrastructure — high-throughput ingestion into our datalake, end-to-end ML pipeline orchestration, and everything in between.
- Enable alpha research and bring it to production — build the research platform researchers depend on daily: fast loading of TB-scale datasets, horizontally scalable experiment compute, feature engineering, and backtesting. Work with researchers to get their ideas into production at speed, without cutting corners.
What We Expect From You
You write a systems language — preferably Rust or C++ — and you write Python. You need both to work across the entire stack.
You've built production systems before — not prototypes, not dashboards, not things that someone else operates. Systems with uptime requirements, latency budgets, and consequences when they fail.
We're looking for T-shaped engineers: deep in at least one domain — whether that's ultra-low-latency systems, ML infrastructure, high-throughput data engineering, or something adjacent — and capable across the rest.
You've likely done this in a small team before: a trading firm, a startup, a game studio, or a small team inside a larger company. A trading background is not required — some of us didn't have one either.
- 3+ years building and operating ML production systems professionally.
- Strong in Python and a systems language (Rust, C++, or similar).
- Comfortable with asynchronous, concurrent, and multi-threaded programming in high-throughput, low-latency systems.
- Production experience with ML frameworks (JAX, PyTorch, ONNX) — not just training runs, but serving and integration.
- Experience with high-throughput data pipelines, scheduling, and feature computation at scale.
- Solid foundation in mathematics and statistics — you'll need it to work effectively with researchers and reason about the models you're putting into production.
- Naturally curious, willing to go deep, and driven to take ownership. You hold yourself accountable for the quality of what you deliver.
About Us
IMC is a global trading firm powered by a cutting-edge research environment and a world-class technology backbone. Since 1989, we’ve been a stabilizing force in financial markets, providing essential liquidity upon which market participants depend. Across our offices in the US, Europe, Asia Pacific, and India, our talented quant researchers, engineers, traders, and business operations professionals are united by our uniquely collaborative, high-performance culture, and our commitment to giving back. From entering dynamic new markets to embracing disruptive technologies, and from developing an innovative research environment to diversifying our trading strategies, we dare to continuously innovate and collaborate to succeed.
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Навыки
- Rust
- C++
- Python
- JAX
- PyTorch
- ONNX
- Machine Learning Infrastructure
- Data Engineering
- Low Latency
- Asynchronous Programming
- Distributed Systems
- Backtesting
Возможные вопросы на собеседовании
Проверка навыков оптимизации производительности в критически важных системах.
Как бы вы подошли к оптимизации ML-модели для достижения задержки менее 1 миллисекунды в реальном времени?
Оценка опыта работы с многопоточностью и асинхронностью, указанных в требованиях.
Опишите ваш опыт решения проблем конкурентности (race conditions, deadlocks) в высоконагруженных системах на Rust или C++.
Проверка способности проектировать масштабируемые системы обработки данных.
Как спроектировать конвейер данных для обработки терабайтных датасетов так, чтобы исследователи могли максимально быстро проводить итерации обучения?
Оценка математической базы и понимания работы моделей в продакшене.
Как вы отслеживаете деградацию (drift) моделей в реальном времени и какие статистические метрики используете для этого?
Проверка соответствия культуре 'T-shaped' инженера и готовности к полной ответственности.
Расскажите о случае, когда вам пришлось глубоко погрузиться в незнакомую область стека, чтобы решить критическую проблему в продакшене.
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