Job Title: Data Analyst/Scientist
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About the Job:
We are seeking a skilled and experienced Data Scientist to join our team. As a Data Scientist, you will be responsible for designing and implementing machine learning models that address business needs in an agile and iterative manner.
The ideal candidate will have expertise in machine learning techniques and analytical modeling, as well as experience with Python for data science and SQL. You will also be responsible for providing documentation of all processes and components, coaching internal team members on using the developed ML framework, and presenting technical analyses and outcomes to non-technical business stakeholders.
Key Responsibilities:
* Design and implementation of a Machine Learning framework
* Define and implement best practices for data preprocessing, model training, validation, and deployment
* Integrate model monitoring, maintenance, and feedback loops (e.g., performance tracking and retraining)
* Ensure robust Version Control and logging across the ML infrastructure
* Prepare infrastructure for potential migration to cloud environments
* Provide documentation of all processes and components
* Coach internal team members on using the developed ML framework
* Present technical analyses and outcomes to non-technical business stakeholders
* Development and application of Machine Learning models
* Translate business questions into ML solutions through iterative collaboration
* Identify, assess, and prepare relevant data sources
* Conduct data exploration, feature engineering, and data quality assessments
* Select appropriate algorithms and develop, compare, and tune predictive models
* Automate modeling workflows and present results in a clear and impactful manner
* Continuously evaluate and improve model performance
Required Skills and Qualifications:
* Machine Learning Techniques & Analytical Modeling (expertise required)
* Python for data science
* SQL (expert)
* Microsoft Azure Machine Learning / Azure ML SDK
* Microsoft DevOps or similar
* Microsoft Fabric
* Jupyter Notebooks
* Microsoft SQL Database
* Oracle Database Management
Benefits:
* Opportunity to work with a talented team of data scientists and engineers
* Chance to develop and apply cutting-edge machine learning techniques
* Collaborative and dynamic work environment