Senior Data Scientist
Epitec
About the role
Job Description
Employees in this job function are responsible for predicting and/ or extracting meaningful trends/ patterns/ recommendations from raw data, leveraging data science methodologies including Machine Learning (ML), predictive modeling, math, statistics, advanced analytics, etc.
Key Responsibilities:
- Understand business requirements and analyze datasets to determine suitable approaches to meet analytic business needs and support data-driven decision-making
- Design and implement data analysis and ML models, hypotheses, algorithms and experiments to support data driven decision-making
- Apply various analytics techniques like data mining, predictive modeling, prescriptive modeling, math, statistics, advanced analytics, machine learning models and algorithms, etc.; to analyze data and uncover meaningful patterns, relationships, and trends
- Design efficient data loading, data augmentation and data analysis techniques to enhance the accuracy and robustness of data science and machine learning models, including scalable models suitable for automation
- Research, study and stay updated in the domain of data science, machine learning, analytics tools and techniques etc.; and continuously identify avenues for enhancing analysis efficiency, accuracy and robustness
Desired Knowledge
- DevOps experience in Cloud environment. (i.e. deploy data pipelines or data-intensive applications using containerization technologies to Cloud environment through IaC)
- Experience in Java/C# development
- Web application development experience is a plus
Primary Location: Waterloo
Skills Required:
- Microsoft Sql Servers
- ETL
- Database Design
- Statistics
- GCP
- Big Data
- Big Query
Roughly 5+ years for the above
Skills Preferred:
- Experience Preferred:
Additional Safety Training/Licensing/Personal Protection Requirements:
Additional Information:
HYBRID / 4 days per week in the office
Desired Knowledge DevOps experience in Cloud environment. (i.e. deploy data pipelines or data-intensive applications using containerization technologies to Cloud environment through IaC) Experience in Java/C# development Web application development experience is a plus Primary Location:
Benefits:
- 80 hours paid time off
- medical insurance contributions
- dental vision
- 401k retirement savings plan
Skills
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