Senior ML Engineer / ML Lead
New
M
MIRA CONSTRUCTION L.L.CCryptocurrency Trading
Serbia. Poland. Georgia. Cyprus. Portugal. SpainFull-TimeLead
Salary not disclosed
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Job Details
- Required Skills
- PythonMachine LearningNumpyPyTorchC++
Requirements
- Experience in a Senior ML Engineer or ML Lead role.
- Proven track record of developing profitable ML models or trading strategies.
- Fundamental knowledge of mathematics, statistics, and probability theory.
- Ability to operate in high-uncertainty environments: formulating your own hypotheses and validating them against data.
- Experience in writing high-performance, production-ready code.
- Nice to have: Experience in algorithmic trading or deep domain expertise in cryptocurrency markets.
- Nice to have: Proficiency in C++ (specifically for reading and optimizing latency-critical code paths).
- Nice to have: Strong academic background (e.g., competition accolades, Kaggle, publications, top-tier DS program).
- Nice to have: Interest in mentoring and team development.
Responsibilities
- Develop and optimise the ML architecture for our trading strategies.
- Drive the full research cycle: independently generate hypotheses, implement them into production, and monitor real-world performance/profitability.
- Refine and improve existing ML models to boost effectiveness.
- Identify and eliminate bottlenecks in data processing pipelines and execution strategies.
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