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Responsibilities:

Model Development:

• Collaborate with internal stakeholders to develop hypotheses on business problems and conduct hypothesis testing
• Design and build statistical and data science-based models for descriptive, predictive, and prescriptive analytics initiatives
• Choose the appropriate methodology, tools, and algorithm and then conduct hyper-parameter tuning for the chosen model
• Perform independent research using both internal and external sources and make recommendations to internal customers

Big Data Analytics:

• Deploy and maintain data science related research reports and machine learning products using both on-prem and Azure-based services, such as Azure ML and Jupyter notebooks
• Assist with integrating data ingestion and storage processes such as through Azure Data Factory, logics/function apps, Azure SQL, and other similar services
• Process and query data using Azure Databricks, Azure ML Studio, and other similar services
• Assist other developers in building visuals such as Power BI dashboards to interpret results of developed models for internal customers
• Evaluate existing query design, data structure, and data quality to provide recommendations for improvement

• Communicate models and ideas to key stakeholders, including project sponsors and internal customers
• Work with cross-functional teams throughout the development process to understand different user stories and enhance models based on user feedback
• Act as a line of contact between the project team and stakeholders to ensure project remains in scope and stakeholders are fully up to date on developments

Qualifications:

• University degree or above in Computer Science, Mathematics, Statistics, Data Science, or another quantitative field
• 3-5 years of experience with Python Analytics development, with special preference for programming proficiency in machine learning and statistical analysis
• 2-3 years of experience of working with SQL or big data tools such as PySpark or Hive
• 2-3 years of experience with Azure resources such as Azure Data Factory, Azure Function Apps, and Azure Databricks
• Experience with SAP ERP/BW/BPC suite, Power BI, Git/Azure Devops, and JIRA would be an asset
• High proficiency in Microsoft suite of office applications
• Innovative critical thinker with excellent problem-solving and research skills
• Strong organizational and project management skills with the ability to work independently and in a team environment
• Excellent communication and presentation skills