06 Aug
|
NLB Services
|
Noida
06 Aug
NLB Services
Noida
Industry: Banking / Financial Services / FinTech
Job Summary
We are looking for a highly skilled Senior Data Scientist with expertise in Machine Learning, Predictive Analytics, and Generative AI to develop, deploy, and optimize AI/ML solutions for Banking and Financial Services. The ideal candidate should have experience building production-ready models in regulated environments with solid knowledge of model governance, explainability, and MLOps.
Key Responsibilities
- Design, build, validate, and deploy Machine Learning and Predictive Analytics models.
- Perform Exploratory Data Analysis (EDA), feature engineering, and model optimization.
- Develop explainable AI solutions using SHAP, LIME, and model governance frameworks.
- Build and manage ML pipelines using MLflow, Databricks, Kubeflow, or SageMaker.
- Collaborate with Data Engineering teams for model deployment, monitoring, and drift detection.
- Develop Generative AI and LLM-based solutions using RAG frameworks for document processing and automation.
- Prepare audit-ready documentation and support Model Risk Management (MRM) and regulatory compliance.
- Present insights and model outcomes to business stakeholders and leadership.
- Mentor junior data scientists and enforce best practices in code quality and experimentation.
Required Skills
- 7+ years of experience in Data Science with at least 3 years deploying production ML models.
- Strong programming skills in Python (Scikit-learn, TensorFlow, PyTorch, XGBoost) or R.
- Strong understanding of Statistics, Hypothesis Testing, Bayesian Methods, Regression, and Time Series Analysis.
- Experience with MLflow, Databricks, Kubeflow, SageMaker, or similar MLOps platforms.
- Hands-on experience with SHAP, LIME, Model Explainability, and Model Governance.
- Experience with Generative AI, LLMs, Prompt Engineering, and Retrieval-Augmented Generation (RAG).
- Excellent communication and stakeholder management skills.
Preferred Domain Experience
- Banking, Financial Services, or FinTech
- Credit Risk Modeling
- Fraud Detection
- Anti-Money Laundering (AML)
- Forecasting & Predictive Analytics
- Model Risk Management (MRM)
Mandatory Keywords
Python | Machine Learning | Data Science | XGBoost | TensorFlow | PyTorch | Scikit-learn | MLOps | MLflow | Databricks | Kubeflow | SageMaker | SHAP | LIME | Generative AI | LLM | RAG | Credit Risk | Fraud Analytics | AML | Banking | FinTech | Predictive Analytics | Statistics
📌 Senior Data Scientist (Noida)
🏢 NLB Services
📍 Noida