Data Scientist
- Джерело:
- djinni.co
Що робити
- Develop and improve statistical and machine learning models
- Analyze large-scale datasets using Python and SQL
- Conduct statistical analysis, hypothesis testing, and experiment evaluation
- Build interpretable ML solutions and explain model behavior
- Collaborate with cross-functional teams on data-driven initiatives
Що очікуємо
- 3+ years of experience as a Data Scientist
- Strong Python skills with NumPy, Pandas, and scikit-learn
- Solid SQL knowledge; R is a plus
- Strong understanding of probability theory and mathematical statistics
- Experience with statistical testing: t-test, χ², ANOVA, Mann-Whitney, Wilcoxon, KS test, bootstrap/permutation tests, Bonferroni and FDR corrections
Що пропонуємо
- Experience with deep learning: Transformers, attention mechanisms, RNN/LSTM
- Knowledge of Graph Neural Networks
- Experience with Reinforcement Learning: PPO, MAPPO, MAT, multi-agent RL
- Familiarity with Google Research Football or similar environments
- Advanced Bayesian statistics: PyMC, Stan, numpyro, MCMC, hierarchical models
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