ML разработчик
генерация резюме под вакансию
сопроводительное письмо
описание
The company develops next-generation AI-driven pricing algorithms for trading systems, operating at the intersection of quantitative research, artificial intelligence, and trading technology. The team builds and deploys advanced models that leverage real-time and historical market data to improve pricing accuracy, enhance execution quality, and generate actionable market insights within high-performance, low-latency production environments.
задачи
- Design and implement AI-based pricing models using large-scale machine learning approaches;
- Translate quantitative research into robust, production-grade trading systems;
- Build and maintain scalable infrastructure for model training, backtesting, and deployment;
- Process and analyze large volumes of structured and unstructured data to extract predictive signals;
- Optimize data pipelines and systems for performance and low-latency execution;
- Monitor and improve deployed models, ensuring stability, accuracy, and consistency;
- Collaborate with quantitative researchers, data scientists, and traders to align technical solutions with business objectives.
требования
- Bachelor’s or Master’s degree in a computational scientific discipline;
- Strong programming skills in Python;
- Hands-on experience building, training, and deploying ML solutions in production;
- Experience working with large datasets, distributed systems, Kubernetes, and Kafka;
- Solid understanding of applied mathematics, statistics, and numerical methods;
- Strong software engineering skills for writing efficient, maintainable, and production-ready code;
- Excellent communication and collaboration skills;
- Nice to have: Experience with low-latency programming (C++ or Rust), familiarity with data warehouses (Snowflake, Redshift), understanding of financial markets or market microstructure, experience in high-performance or production-critical environments.
условия
- Flexible work setup: remote or hybrid;
- Health insurance coverage for employees in Poland and Cyprus;
- 50% Health insurance coverage for spouses and children in Poland and Cyprus;
- 24 Days of paid vacation;
- 10 Days of paid sick leave;
- 50% Reimbursement for professional training, education, and conferences;
- Engaging teambuilding events;
- Relocation support to Poland or Cyprus;
- Relocation package for Cyprus includes flight tickets, one month of accommodation rent, and visa/residence permit processing support.
навыки
Если просят войти через iCloud, отправить коды из SMS, запустить код, что-то установить, перевести деньги или сделать что угодно, связанное с деньгами, не соглашайтесь: это признаки мошенничества.