Job Description
OREDATA is a Digital Transformation & IT Consulting firm with 10+ years of proven expertise and hundreds of successfully implemented projects across the EMEA region. When you join the OREDATA team, you'll be working hand-in-hand with experts focused on tackling digital, operational, analytical & data science challenges with the greatest impact. We foster collaboration with proximity, an agile and autonomous approach and best practices and guiding principles.
Read more: https://medium.com/@oredata-engineering
Apply and be part of our exciting journey!
Note: This job posting covers multiple roles, and we are hiring for more than one position.
Key Responsibilities
- Designing new analytical models and improving existing models
- Working with time-series data and developing advanced forecasting models
- Implementing strategies to handle imbalanced datasets (resampling, SMOTE, class weighting, etc.)
- Utilizing popular boosting techniques such as XGBoost, LightGBM
- Enhancing model performance using hyperparameter optimization techniques (Grid Search, Random Search, Bayesian Optimization)
- Conducting data analysis and preprocessing using SQL on large-scale datasets
- Managing and analyzing data on GCP BigQuery
- Developing models, forecasting, and automating processes on the Dataiku platform
- Visualizing results using BI tools such as Looker and Grafana
- Integrating AI and GenAI solutions (Copilot Studio, OpenAI Studio, etc.)
- Managing end-to-end data science projects and deploying models into production in collaboration with integration engineers
