Data Science Developer - Senior/Senior Data Scientist / ML Engineer
- Toronto, ON, Canada
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Job details
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- Posting language
- English
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Original job description
Required Skill Set:
- Strong hands-on experience in Data Science, Advanced Analytics, Predictive Modelling, and Machine Learning.
- Advanced proficiency in Python and SQL for data analysis, model development, and processing real-world datasets.
- Deep understanding of Statistics, Probability, Regression, Classification, Clustering, and Hypothesis Testing.
- Hands-on experience with Feature Engineering, Model Training, Hyperparameter Tuning, Model Selection, and Validation.
- Strong practical experience with Azure Machine Learning (Azure ML), Azure ML Studio, and end-to-end ML pipelines.
- Hands-on experience with Microsoft Azure AI Foundry / Microsoft Foundry and Azure OpenAI.
- Experience with Azure Databricks, MLflow, and machine learning experimentation and operationalization.
- Strong knowledge of Model Performance Evaluation, Bias-Variance, Overfitting, and Predictive Model Optimization.
- Ability to translate business requirements into analytical solutions, develop PoCs, and communicate actionable insights to stakeholders.
More about this job
Responsibilities
Develop and validate predictive models and end-to-end machine learning pipelines using Azure tools, Python, and SQL. Translate business requirements into analytical solutions and proofs of concept, then communicate actionable insights to stakeholders.
Requirements
Requires strong hands-on experience in data science, advanced analytics, predictive modeling, and machine learning, with advanced Python and SQL proficiency and a solid foundation in statistics and modeling methods. Candidates should have practical experience with Azure Machine Learning, Azure AI Foundry, Azure OpenAI, Azure Databricks, and MLflow, as well as model optimization and evaluation.
Skills
- Data Science
- Advanced Analytics
- Predictive Modeling
- Machine Learning
- Python
- SQL
- Statistics
- Probability
- Feature Engineering
- Model Training
- Hyperparameter Tuning
- Azure Machine Learning
- Azure OpenAI
- Azure Databricks
- MLflow
- Model Evaluation
Visa sponsorship
Not detected in the job text
Categories
- Data & Analytics
- Technology
- Software
- Science & Research
- Consulting
Keywords
- Data Science
- Advanced Analytics
- Predictive Modeling
- Machine Learning
- Python
- SQL
- Statistics
- Probability
- Regression
- Classification
- Clustering
- Hypothesis Testing
- Feature Engineering
- Model Training
- Hyperparameter Tuning
- Model Selection
- Model Validation
- Azure Machine Learning
- Azure ML Studio
- Azure AI Foundry
- Microsoft Foundry
- Azure OpenAI
- Azure Databricks
- MLflow
- End-to-End ML Pipelines
- Model Performance Evaluation
- Bias-Variance
- Overfitting
- Predictive Model Optimization
- Proofs of Concept