Data Scientist - Demand & Cold-Start Forecasting - Fashion/Retail
Posted 13 hours 20 minutes ago by MRP Technology Ltd
£35 Annual
Contract
Not Specified
Other
Not Specified, United Kingdom
Job Description
- Excellent rates
- Outside IR35
- CET Timezones
Excellent rates, 100% remote working (CET Time zones) & 12 month initial commitment.
The role will focus on developing demand & cold-start forecasting models across products, sizes, stores, channels and markets, supporting buying, allocation, replenishment and planning across Wholesale and Direct-to-Consumer.
Key Skills & Experience
- Proven experience in Data Science, forecasting or advanced analytics.
- Strong Python (pandas, NumPy, scikit-learn) and SQL skills.
- Understanding of time-series forecasting, statistical modelling and machine learning.
- Knowledge of forecasting techniques such as ARIMA, ETS, Croston and deep learning models.
- Experience in cold-start forecasting, product embeddings and foundation models.
- Exposure to Databricks, PySpark, Delta Lake and cloud data platforms.
- Familiarity with MLflow, MLOps, Git and CI/CD.
- Awareness of Generative AI, LLMs, embeddings and RAG.
- Fashion, apparel or retail experience, particularly demand planning, merchandising or supply chain.
- Understanding of seasonality, promotions, markdowns, size and colour curves.
- Exposure to TimeGPT, Chronos, TimesFM, PyTorch, TensorFlow or forecasting libraries.
- Experience with Databricks, Azure DevOps and Streamlit.