Senior Data Scientist

2 weeks ago

Ahmedabad, India Triveni Global Software Services LLP Full time

Role & responsibilities :- Translate real-world problems into well-structured mathematical/statistical models- Design and implement algorithms using linear algebra, optimization, and probability theory- Develop predictive and classification models using ML techniques (e.g., regression, trees, neural networks, clustering)- Conduct exploratory data analysis and feature engineering on large datasets- Use hypothesis testing, inferential statistics, and confidence intervals to validate results- Collaborate with product and engineering teams to integrate models into production pipelinesRequired Skills & Competencies :1. Mathematics & Statistics :- Strong understanding of Linear Algebra, Multivariable Calculus, Probability & Statistics- Hands-on experience with statistical inference, hypothesis testing, and confidence intervals2. Machine Learning & Algorithms :- Practical knowledge of supervised and unsupervised learning- Comfortable with algorithms like regression, SVMs, decision trees, clustering- Understanding of model performance evaluation (F1-score, AUC-ROC, cross-validation, etc.)3. Technical Skills :- Proficient in Python (NumPy, Pandas, Scikit-learn, Statsmodels)- Experience with ML libraries like TensorFlow, PyTorch- Exposure to Jupyter, Matplotlib/Seaborn, and Git4. Problem-Solving Mindset :- Strong analytical and critical thinking- Ability to convert vague requirements into well-defined problems- Comfortable dealing with incomplete, noisy, or unstructured dataGood to have :1. Exposure to graph theory, time-series analysis, or numerical methods2. Experience with real-time data pipelines, GraphQL, SQL, or NoSQL3. Experience in scientific computing or simulation modeling (ref:hirist.tech)

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