Data Scientist/ML Engineer for Game Sales Forecasting
Orçamento: $75.0 - $150.0
HOURLY / AS_NEEDED
⭐ 4.93 (18)
United Kingdom
xgboost-framework, python, machine-learning, machine-learning-model, model-tuning, data-consultation, feature-extraction, supervised-learning, random-forest-technique, gradient-boosting-technique, bayesian-statistics-technique, linear-regression, decision-trees-technique, python-sklearn, pandas, numpy, python-scipy, pymc-platform, mlflow-platform, apache-spark, java, sql, lightgbm, mysql, data-science, data-analysis
We are looking for an experienced Data Scientist / ML Engineer to build a video game sales forecasting model using historical data from thousands of game launches.
Our dataset includes PR coverage, YouTube, TikTok, Instagram, Facebook, X, Twitch, pricing, storefront visibility, game metadata, and historical sales.
The objective is to train a model that predicts sales for future titles using marketing and visibility signals.
Required skills:
Machine Learning & Forecasting
Feature Engineering
Python & SQL
XGBoost, LightGBM, CatBoost or similar
Marketing Mix Modeling (preferred)
Please share relevant forecasting projects and your proposed approach.
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