Senior Data Scientist leading predictive modeling initiatives for a tech leader in the music industry. Collaborating with Finance and Product teams in a hybrid work environment to deliver insights.
Responsibilities
Understanding of machine learning fundamentals (supervised vs. unsupervised learning, model evaluation, feature engineering).
Experience designing and applying predictive analytics or simple ML models (e.g., regression, classification, clustering) to business problems using Python.
Collaborate closely with business stakeholders to identify key revenue drivers and translate business logic into high-performing features (Feature Engineering).
Perform complex data extraction and manipulation within our Snowflake environment.
Utilize machine learning libraries (e.g., Scikit-learn, XGBoost, Prophet) to improve model accuracy and reliability.
Visualize model outputs and provide actionable insights.
Document the modeling process, data lineage, and methodology to ensure transparency and internal knowledge transfer.
Requirements
BSc/MSc in Mathematics, Statistics, Computer Science, or a related quantitative field.
4+ years of experience in Data Science or Advanced Analytics with a focus on time-series forecasting or predictive financial modeling.
Proficiency in Python for data science and modeling.
Strong SQL skills and experience working with cloud data warehouses like Snowflake.
Proven ability to work with non-technical business partners to define requirements and deliver analytical solutions.
Fluent in English, with excellent communication and presentation skills.
**Nice to Have **
Experience within the music, media, or entertainment industry.
Experience in building and maintaining production-level BI dashboards (ideally Tableau).
Familiarity with Git for version control.
Benefits
💰 Competitive salary package and participation in our Stock Options plan**🏠 Hybrid work model with flexibility to support your lifestyle**🏥 Comprehensive private health and life insurance coverage**🌴 Extra paid time off to recharge and take care of yourself**💻 The latest tech equipment to support your productivity and creativity**🌍 A collaborative, inclusive, and international work environment
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