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Astra North Infoteck Inc.
Data Scientist – Python, ML & Predictive ModelingAstra North Infoteck Inc. • Mississauga, Ontario, Canada
Data Scientist – Python, ML & Predictive Modeling

Data Scientist – Python, ML & Predictive Modeling

Astra North Infoteck Inc. • Mississauga, Ontario, Canada
30+ days ago
Salary
CA$10.00 hourly
Job type
  • Full-time
Job description
Data Scientist Python ML & Predictive Modeling

Duration: 12 months
Work Model: 100% Remote

Programming & Tools

  • Strong proficiency in Python (NumPy Pandas Scikit-learn TensorFlow/PyTorch).
  • Working knowledge of statistical analysis and modeling.
  • Experience with Jupyter Notebooks RStudio and data visualization tools.
  • Familiarity with SQL and data querying.

Machine Learning & AI

  • Solid understanding of supervised and unsupervised machine learning algorithms.
  • Hands-on experience with:
    • Regression (Linear Logistic)
    • Classification (Decision Trees Random Forests SVM)
    • Clustering (K-Means Hierarchical)
  • Experience with deep learning frameworks such as TensorFlow and PyTorch is a plus.

Predictive Modeling

  • Proven experience in predictive modeling and forecasting.
  • Ability to build validate and deploy predictive models.
  • Strong understanding of:
    • Feature engineering
    • Model evaluation techniques (ROC Precision/Recall Cross-Validation)
  • Experience working with real-world datasets to derive actionable insights.

Statistics & Data Analysis

  • Strong foundation in statistics and probability.
  • Experience with hypothesis testing regression analysis and statistical modeling.
  • Proficiency in data cleaning transformation and exploratory data analysis (EDA).

Data & Deployment (Preferred)

  • Experience with cloud platforms such as AWS Azure or GCP.
  • Familiarity with Docker and containerization is a plus.
  • Exposure to MLOps practices and CI/CD for machine learning models.

Soft Skills

  • Strong analytical and problem-solving skills.
  • Ability to translate business problems into data-driven solutions.
  • Effective communication and storytelling with data.
  • Collaborative mindset with cross-functional teams.

Nice-to-Have

  • Experience with big data technologies such as Spark and Hadoop.
  • Exposure to NLP computer vision or time-series forecasting.
  • Knowledge of model deployment APIs such as Flask and FastAPI.





Required Skills:

Sailpoint


Employment Type : Full Time
Experience: years
Vacancy: 1
Monthly Salary Salary: 10 - 10
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Data Scientist – Python, ML & Predictive Modeling • Mississauga, Ontario, Canada

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