01 Zakres zadań
- Building and deploying data-driven and machine learning solutions for portal personalization and campaign ranking.
- Taking care of the whole machine learning process – verifying data quality, choosing optimal algorithms, feature engineering, model validation with correct metrics, and interpretability.
- Monitoring, maintaining, scaling, and updating existing data / ML pipelines.
- Building solutions following best software practices – clean code, testing, and automatic deployments.
- Working closely with data engineers, data scientists, and development teams in building our whole ML / data-driven infrastructure – reliable data pipelines and shared, clean data sources.
- Explaining and recommending optimal data-driven / ML solutions to both business stakeholders and developer teams.
- Sharing and improving ML / MLOps knowledge within the organization.
