Data Scientist - Python, ML & Predictive Modeling
Temporary
Astra North Infoteck Inc.
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)
- Regression (Linear, Logistic)
- 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)
- Feature engineering
- 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.
Vacancy posted 6 hours ago
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