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.
Skills Required
- PhD or equivalent research experience
- Strong background in ML and mathematical statistics
- Proficient programming skills, preferred Python
- Hands-on experience in conducting high-quality research
What We Do
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!
