Senior Data Scientist
Predica is an IT consulting company that helps companies around the world to boost IT systems for better, safety, and productivity by implementing award-winning Microsoft technologies.
Currently, we are looking for a Senior Data Scientist, who could join our company and would help build a motivated and determined team.
We are passionate about IT and if you seem to have similar values as we do, do not hesitate to send your CV! :)
Job responsibilities:
- Participating in ML / BI projects based on Microsoft Data stack,
- Solving machine learning problems such as forecasting, churn modeling, segmentation, targeting, etc.,
- Designing and implementing end to end machine learning pipelines including EDA, feature engineering, feature selection, model training, model deployment in Azure,
- Break down business requirements into technical specifications,
- Developing in-house algorithms from areas of recommender systems and knowledge mining,
- Solving speech, text, image, and video analytics problems with Azure Cognitive Services Stack,
- Perform solutions handover, knowledge transfer, training, and workshops, prepare project documentation, collecting requirements from the Client,
- Tech leading an ML project team,
- Supporting presales actitvities (sketching solution architecture, getting requirements from the customer, proposing PoC solutions),
- Exploring new ML concepts in practice (eg. MLOps).
Requirements:
- Excellent Python programming skills, ability to write automation scripts,
- Theoretical understanding of Machine Learning concepts,
- Data engineering: ability to identify appropriate data sources, create data loads process, merge an clean the data prior to analysis,
- 3-4 years experience in commercial data science projects,
- Knowledge of SQL language,
- Strong analytical and problem solving skills,
- Ability to work in a team and mentor less experienced members of the team,
- Fluent English.
Nice to have:
- Experience with Microsoft Azure Data stack: Azure SQL Database, Azure Synapse, Azure Data Factory, Azure Analysis Services, Power BI,
- Experience with Azure Cognitive Services, Azure Machine Learning,
- Experience in Big Data frameworks: Spark, Azure Databricks,
- Familiarity with R.
We offer:
- 8k PLN self-development budget for training, international conferences, university courses,
- Authorized certifications are done on a regular basis,
- Co-financing of Multisport card
- Co-financing of Medical Care
- Co-financing additional group insurance
- International projects for various sectors of the economy,
- Flexible working hours including remote work.
- Clear, quantitative conditions for position promotion,
- Mentoring program run by Microsoft Most Valuable Professionals,
- Hardware budget,
- All necessary licenses and tools for performing work,