Requirements: English
Company: AVENGA (Agencja Pracy, nr KRAZ: 8448)
- Experience with working with AI tools and their practical application in user segmentation
- Strong understanding of AI agent architectures and their implementation in enterprise environments
- Knowledge of analysis and behavioural modelling techniques for user profiling
- Ability to optimise and evaluate behavioural model quality
- Using FAIR standards
- Ability to create data governance principles and lifecycle
- Experience working with data stewards and creating procedures for them
- Knowledge of data security considerations specific to AI agents that can access multiple systems
- GDPR knowledge for personal data protection and processing
- Creating and executing an observability strategy for user profiling with tailored metrics
- Ability to select the proper data sources for tracking user behaviour
- Experience implementing Grafana and Enterprise Search (Sinequa), including architectural review of requirements, POC for production deployment
- Ability to design and deploy E2E monitoring solutions in live environments with multiple integrated systems
- Knowledge of protocols and methods for collecting metrics, logs and traces (OpenTelemetry)
,[As a Senior Data Scientist, you will lead the implementation of advanced user behaviour analytics that directly impact product adoption., You will also serve as a key bridge between the Informatics Experience project and the organisation''s AI initiatives, especially around emerging AI agent capabilities., Youll facilitate collaboration across teams and translate data requirements to ensure autonomous systems are seamlessly integrated into business workflows., As part of the architecture, development, and UX streams, youll co-design a comprehensive observability pipeline and help build expertise across the entire data lifecyclefrom data collection and processing to visualisation and storytelling., You will apply advanced behavioural modelling techniques to turn raw user and system data into actionable intelligence. To enhance these efforts, we are incorporating the latest AI tools and agent systems., You will have significant technical autonomy to shape our observability architecture from scratch, integrating solutions such as Grafana, Enterprise Search, and OpenTelemetry standards.] Requirements: GDPR, Grafana, AI, Machine learning Additionally: Sport subscription, Training budget, Private healthcare, International projects.