We are seeking a highly motivated and skilled Senior Deep Learning Researcher to join our team. This individual will have the opportunity to contribute to cutting-edge research in artificial intelligence and machine learning. The ideal candidate will be prepared to work independently as an individual contributor (IC) for at least one year, engaging in high-level research activities aimed at advancing the HFT field.
Responsibilities
- Conduct original research in the areas of artificial intelligence, machine learning, and related quantitative fields;
- Develop and experiment with modern deep learning architectures;
- Analyse large, unstructured, and noisy datasets to extract meaningful insights;
- Continually explore new methodologies and technologies to enhance research outcomes.
Requirements
- Equivalent research experience such as published research findings in top-tier journals and conferences or a PhD / MD in Computer Science, Electrical Engineering, Mathematics, or a related quantitative discipline;
- Strong background in ML and mathematical statistics, good background in analysing large, unstructured, datasets;
- Practical experience and a profound understanding of modern DL architectures, especially focusing on transformers and their variants;
- Proficient programming skills (any language, with Python being preferable);
- Hands-on experience of conducting high-quality research;
What we offer
- High base salary and social benefits;
- Generous bonus structure. We are very flexible in discussing salary and conditions of employment;
- Cutting-edge hardware and software in production as well as high technical expertise of the company which allows implementation of bold ideas and boosting great results. Ownership over initiatives that directly solve business problems;
- Ability to trade on dozens of international exchanges;
- Flexible workflow (lack of formalism and bureaucracy, no pressure and over-management) and working schedule;
- 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!
