Senior Data Science Analyst
- oaknorth.ai
- 7 - 8 years
- Bengaluru
- 2 days ago
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Job Description
- Design, implement, and evaluate macroeconomic forecasting models, time series regressions, and machine learning models (including basic neural nets like RNN, LSTM architecture).
- Apply and explain statistical concepts like regression, correlation, multicollinearity, stationarity, autocorrelation, and model assumptions to non-technical teams.
- Work with time series, panel, and structured tabular data and perform feature engineering, data cleaning, and model validation.
- Work with SQL to extract and manipulate data, perform preprocessing and feature engineering, tune models.
- Work closely with business stakeholders, domain experts, and data engineers to define problems and deliver insights. Present insights and model performance clearly to technical and non-technical stakeholders
- Optionally, experiment with deep learning or generative AI models for internal R&D use cases
Required Experience:
- 7-8 years experience in Statistics, Machine Learning, Time Series modeling, and Python
Desired Skills:
- Bachelor s or Master s in Statistics, Economics, Data Science, Computer Science, or a related field.
- Strong command over Python (pandas, NumPy, scikit-learn, statsmodels) and SQL for data analysis, modeling, and manipulation.
- Experience with real-world tabular datasets and business problem-solving
- Strong applied knowledge of:
- Supervised learning (linear/logistic regression, decision trees, ensemble models)
- Unsupervised learning (K-means, DBSCAN, hierarchical clustering)
- Evaluation metrics, cross-validation, feature importance
- Solid grounding in Statistics
- Probability distributions, statistical inference, hypothesis testing
- Time Series modeling
- Comfortable working with small datasets where feature engineering and domain understanding matter most.
- Ability to explain complex concepts in simple terms and work effectively with both technical and non-technical stakeholders.
- Deep learning experience (e.g., PyTorch, TensorFlow)
- Familiarity with version control (Git), dockers and AWS.
- Exposure to GenAI concepts or LLM APIs (OpenAI, HuggingFace, LangChain)
Nice to have skills:
Job Classification
Industry: Financial ServicesFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: oaknorth.aiLocation(s): Bengaluru+ View Contact
Keyskills: Loans Logistic regression Data analysis Version control GIT Machine learning Forecasting SQL Python
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oaknorth.ai
The digital bank for entrepreneurs, by entrepreneurs. We provide bespoke credit and banking services to businesses with £1m-£100m turnover across the UK and US.
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