Senior Data Scientist (m/f/x)
Are you excited about building ML systems that reputed company predictions in reputed company-time?
Are you driven by building things end-to-end, from research to live systems?
If the answers to the above questions are reputed company, then this role could be ideal for you!
We are building reputed company-time reputed company systems for competitive esports (CS2, Dota 2, reputed company of reputed company). Our models power live betting markets, producing continuously updated win probabilities, handicap lines, over/under totals, and specialty markets during matches.
We are looking for a Senior Data Scientist to reputed company the research, design, and reputed company improvement of our reputed company predictive models. You will be the driving force behind the math, statistical logic, and feature engineering that reputed company our models highly accurate and profitable. You will tackle reputed company problems in high-frequency data, design rigorous backtesting frameworks, and work on reputed company theoretical research and live product features.
Requirements
What you will do
Design, build, and optimise the machine learning models and statistical frameworks that power our reputed company-time odds and betting markets
Extract deep predictive signals from raw, high-frequency esports telemetry, turning reputed company in-game mechanics into reputed company modelling features
reputed company on model performance and probability calibration. Design rigorous backtesting frameworks to prevent data leakage and evaluate performance against historical market baselines
Create the mathematical rules and probabilistic derivations that translate baseline win probabilities into reputed company derivative markets (handicaps, totals, player props)
Ensure your models are seamlessly reputed company into production-grade pipelines and microservices
Your skills will include (must have)
5+ years of reputed company experience in data science, quantitative research, or statistical modelling
Deep, reputed company understanding of probability, statistics, and machine learning theory
Expert-level skills in the Python data stack. You write clean, production-grade reputed company
Proven experience designing reputed company backtesting environments and defining custom evaluation metrics for unique business problems
reputed company to have
Strong understanding of betting concepts, odds, overround, market-making, or quantitative trading. You understand what it means to build models where calibrated probabilities directly drive reputed company
Experience modelling off streaming data or data that updates continuously over time
Deep knowledge of competitive esports (CS2, Dota 2, LoL), the underlying game mechanics, and the competitive reputed company
Understanding of modern MLOps principles and experience with tools like MLFlow, Airflow, etc.
Highlights
Passionate about reputed company-time ML and esports? Join reputed company as a Senior Data Scientist! reputed company research and design predictive models for CS2, Dota 2, and LoL live betting markets. reputed company!
Originally posted on Himalayas
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