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Senior Deep Learning Researcher - Transformers & AI

pinely

Amsterdam
Full-time
5-10 years experience
On-site

Key Skills

Machine Learning
Deep Learning
Transformers
Probability
Statistics
Market Data Modeling
Research
Data Analysis
AI Coding Agents
Research Agents
Model Training
Deep Learning Architectures

Job Description

We are seeking a highly motivated and skilled Senior Deep Learning Researcher to join our team. As an individual contributor, you will work alongside world-class researchers in a fast-paced environment, advancing AI and machine learning research with direct applications to HFT and MFT. Responsibilities Conduct original machine learning research to push the frontier of market data modeling; Develop and experiment with modern deep learning architectures and training techniques; Extract meaningful insights from large, unstructured, and noisy datasets; Continually explore new methodologies and technologies to enhance research outcomes. Requirements Extensive research experience in ML, demonstrated through publications at top-tier venues, a strong track record of impactful research projects, or a PhD in a related field; Strong background in machine learning, probability, and statistics; Deep understanding and hands-on experience with modern DL architectures and training methodologies, with particular expertise in Transformers and their variants.; Ability to work effectively with AI coding and research agents What we offer High base salary, social benefits, and generous bonus structure; Access to cutting-edge compute, infrastructure, and engineering expertise to rapidly test and deploy ambitious ideas; Ownership of initiatives that directly solve business problems; Flexible working style and working schedule; High-autonomy environment with minimal bureaucracy and micromanagement; Tuition reimbursement, conference and training sponsorship.

Core Responsibilities

Conduct original machine learning research to advance market data modeling, and develop and test modern deep learning architectures and training techniques. Analyze large, unstructured, noisy datasets and explore new methodologies and technologies to improve research outcomes.

Requirements

Candidates need extensive machine learning research experience, demonstrated through top-tier publications, impactful projects, or a PhD in a related field. They should have strong foundations in machine learning, probability, and statistics; hands-on expertise with modern deep learning architectures, especially Transformers; and the ability to work effectively with AI coding and research agents.

Benefits

  • Social Benefits
  • Bonus Structure
  • Access to Cutting-Edge Compute and Infrastructure
  • Tuition Reimbursement
  • Conference and Training Sponsorship
  • Flexible Working Schedule
  • High Autonomy

About pinely

Industry: Financial Services

Company size: 51-200 employees

We’re Pinely, an algorithmic trading firm, privately owned and funded. As a proprietary trading firm, we’re not using capital from clients or external investors to trade. That makes all of Pinely ours: our ideas, our money, our technology. All built and thought out by our people. We trade on the world’s financial markets using our in-house developed research and technology. Most of our strategies are based on HFT (High Frequency Trading) algorithms and depend on our ultra-low latency networks to operate optimally. Active in various financial markets and products, the Pinely family consists of several firms and offices in Singapore, Cyprus and the Netherlands, sharing the same base technology. Every day, we put our algorithmic research and technology to the test. Every day, we face the world’s financial markets with our money on the line. And every day, we come out on top. That’s because we’re driven by the best researchers and powered by the best technologists. But most of all, it’s because we love what we do!

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