Data Scientist (She/ He/ They)
Brak informacji o wynagrodzeniu
MidFull-time·B2B
#390137·Dodano dziś·0
Źródło: justjoin.itTech Stack / Keywords
Data ScienceMachine LearningPythonTime Series Forecasting ModelsAzure Machine learningDatabricksMLOpsCI/CDR
Firma i stanowisko
At Capco Poland, a global leader in technology and management consulting specializing in digital transformation in the financial sector, including banking, payments, capital markets, wealth, and asset management.
Wymagania
- Strong commercial experience as a Data Scientist or Machine Learning Engineer.
- Advanced proficiency in Python.
- Demonstrable experience developing Time Series Forecasting Models.
- Strong understanding of statistics, probability, and predictive modelling techniques.
- Experience with machine learning frameworks and model validation methodologies.
- Proven ability to work with large and complex datasets.
- Experience collaborating with cross-functional business and technical teams.
- Strong communication and stakeholder management skills.
Nice to have:
- Experience with Azure Machine Learning.
- Experience with Databricks and distributed data processing.
- Exposure to MLOps, CI/CD pipelines, and model monitoring.
- Experience with R programming, including RStudio, tidyverse (dplyr, tidyr), caret, randomForest, xgboost, ggplot2, Shiny.
- Experience developing and supporting data pipelines.
- Knowledge of Git/version control and Agile methodologies.
- Experience with Geospatial Data and spatial analytics.
Obowiązki
- Develop, validate, and optimize advanced time series forecasting and predictive models.
- Utilize Python for data analysis, feature engineering, statistical modelling, and machine learning development.
- Build and deploy machine learning solutions using Azure Machine Learning and Databricks.
- Support and enhance existing forecasting models, including those developed in R.
- Implement and maintain MLOps processes for model deployment, monitoring, and lifecycle management.
- Collaborate with business stakeholders to translate requirements into scalable data science solutions.
- Develop and maintain analytical datasets and data models to support forecasting and reporting.
- Leverage Databricks for large-scale data processing and advanced analytics.
- Ensure data quality, integrity, and governance throughout the modelling lifecycle.
- Create documentation and communicate modelling outcomes to technical and non-technical audiences.
- Contribute to Agile delivery practices and continuous improvement.
- Stay current with trends in data science, machine learning, cloud technologies, and analytics.
Benefity
- Flexible collaboration model based on a B2B contract.
- Opportunity to work on diverse projects.
Inne informacje
We are looking for Poland based candidate.
We advise verifying recruitment communications as official Capco communication will only be via a Capco recruiter.
Capco Poland
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