Data Scientist
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We are seeking a Data Scientist to join our team. The role focuses on designing advanced analytics solutions, building machine learning and natural language processing models, and driving data-driven insights for business impact.
Key Responsibilities
- Collaborate with stakeholders to collect requirements, frame business problems as
- data science hypotheses, define success metrics, and develop or deploy advanced data
- mining and machine learning solutions.
- Develop processes to monitor and analyse data accuracy.
- Identify, collect and prepare data for analysis, collaborating with Data Analysts to
- ensure robust production-grade data pipelines, with a focus on feature engineering and
- data readiness for modelling.
- Produce data models according to specific problem statements.
- Develop and implement machine learning algorithms, statistical models and scripts to
- solve specific business problems.
- Collaborate with Data Analysts and Architects on the design of the analytics
- architecture to ensure it supports the scalability and performance requirements of data
- science models.
- Write the different documentation associated with the tasks and liaise with other
- teams as necessary to address cross-system interdependencies.
- Develop visualisations to communicate model behaviour, key insights and
- performance metrics, and collaborate with Data Analysts on integrated dashboard
- reporting.
- Design, develop and evaluate predictive models capable of handling both structured
- and unstructured data, including model selection, training and hyperparameter tuning.
- Elaborate processes to ensure the compliant implementation of regulatory
- frameworks, including model risk management, monitoring for drift and bias, and
- comprehensive documentation.
- Ensure that model development, deployment and monitoring practices adhere to all
- relevant regulatory frameworks and internal governance polici
Mandatory Required Qualifications
- 10 years of expertise in using Python
- 10 years of expertise in using SQL
- 10 years of expertise in using Oracle or PostgreSQL
- 5 years of expertise in using Python NumPy
- 5 years of expertise in using Python SciPy
- 5 years of expertise in using Python Pandas
- 5 years of expertise in using Python Matplotlib
- 5 years of expertise in using NodeJs
- 5 years knowledge of Confluence, Bamboo Bitbucket
- 3 years of expertise in using Airflow
- 2 years of expertise in using SDMX
- 6 months of expertise in using Amazon Q/Kiro
- 1 year of expertise in using R Language
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