21211 – Data scientists
تُنشر الأوصاف الرسمية للمهن باللغتين الإنجليزية والفرنسية فقط.
البيان الرئيسي
Data scientists use advanced analytics technologies, including machine learning and predictive modelling, to support the identification of trends, scrape information from unstructured data sources and provide automated recommendations.
المهام الرئيسية
- Implement cutting-edge techniques and tools in machine learning, deep learning and artificial intelligence to make data analysis more efficient
- Perform large-scale experimentation to identify hidden relationships between variables in large datasets
- Create advanced machine learning algorithms such as regression, simulation, scenario analysis, modeling, clustering, decision trees and , neural networks
- Prepare and extract data using programming language
- Implement new statistical, machine learning, or other mathematical methodologies to solve specific business problems
- Visualize data in a way that allows a business to quickly draw conclusions and make decisions
- Develop artificial intelligence models and algorithms and implement them to meet the needs of the organization.
- Coordinate research and analysis activities using unstructured and structured data and use programming to clean and organize data
متطلبات التوظيف
- A bachelor's degree in statistics, mathematics, computer science, computer systems engineering or a related discipline or completion of a college program in computer science is usually required.
- A master's or doctoral degree in machine learning, data science, or a related quantitative field is usually required.
- Experience in programming is usually required.
- Experience in statistical modelling or machine learning is usually required
أمثلة على المسميات الوظيفية
data mining analyst · data miner · data scientist · artificial intelligence (AI) designer · big data engineer · big data analyst · data analytics specialist · machine learning engineer · machine learning specialist · quantitative analyst · data architect · artificial intelligence (AI) consultant · artificial intelligence (AI) analyst · lead data scientist · big data developer · data analytics consultant · data engineer · data modeler
الأجور (في الساعة)
| المقاطعة / الإقليم | منخفض | الوسيط | مرتفع |
|---|---|---|---|
| كندا | 30.00 CA$ | 46.15 CA$ | 69.74 CA$ |
| نيوفاوندلاند ولابرادور | 20.00 CA$ | 41.76 CA$ | 66.67 CA$ |
| نوفا سكوشا | 24.09 CA$ | 44.06 CA$ | 65.75 CA$ |
| نيو برونزويك | 20.80 CA$ | 39.32 CA$ | 82.42 CA$ |
| كيبك | 31.73 CA$ | 46.00 CA$ | 64.84 CA$ |
| أونتاريو | 31.25 CA$ | 47.69 CA$ | 71.79 CA$ |
| مانيتوبا | 29.09 CA$ | 45.00 CA$ | 60.10 CA$ |
| ساسكاتشوان | 32.69 CA$ | 42.05 CA$ | 57.69 CA$ |
| ألبرتا | 28.00 CA$ | 43.27 CA$ | 57.69 CA$ |
| كولومبيا البريطانية | 32.45 CA$ | 48.08 CA$ | 88.94 CA$ |
المصدر: أجور بنك الوظائف، إصدار 2025 (ESDC). المنخفض والمرتفع هما المئين العاشر والتسعون.
تفاصيل المهنة: OaSIS 2025 من ESDC، استناداً إلى NOC 2021.