Designation : Senior Analyst - Data Science

Level : L2

Location : Bengaluru

Experience : 3+ years

Job Role : Data Scientist – Healthcare AI & Clinical Intelligence

Responsibilities

- Model Development & Prototyping: Design, train, and validate machine learning and statistical models focused on risk stratification, disease progression, treatment intelligence, and healthcare recommendations.

- Longitudinal EHR Feature Engineering: Translate temporal clinical touchpoints—such as diagnostic records, symptoms, lab investigations, and prescriptions—into robust features for predictive models and generative AI systems.

- Unstructured Data Pipeline Design: Build models and pipelines capable of extracting insights from unstructured healthcare records, doctor notes, and medical terminologies.

- Problem Scoping & Hypothesis Testing: Frame open-ended clinical questions into transparent, measurable machine learning objectives; define appropriate targets, data requirements, and success metrics.

- Production Integration & Monitoring:



Work alongside engineering teams to operationalize prototypes into production environments and establish continuous model performance tracking.

- Comprehensive Model Evaluation: Construct evaluation systems that assess offline metrics alongside real-world clinical validity, model calibration, algorithmic bias, and robustness.

Required skills

Primary Skillset

- Machine Learning & Statistical Modeling (Model Design, Evaluation, Calibration)

- Python & Core Data Science Stack (Pandas, NumPy, Scikit-learn, PyTorch or similar)

- Advanced SQL & Complex Querying

- Working with Large-Scale, Messy & Longitudinal Data

- Problem Formulation (Translating ambiguous domain/business problems into concrete ML setups)

Secondary Skillset
- Healthcare/EHR/Claims Data Processing & Clinical Ontologies

- Clinical NLP & Medical Language Models (including LLMs/Generative AI)

- Advanced Analytics: Time-Series Analysis, Survival Analysis, & Causal Inference

- Big Data Frameworks (e.g., PySpark)

- Production ML Deployment & Performance Monitoring

- Technical Communication & Cross-Functional Stakeholder Alignment

📌 Senior Analyst - Data Science (Bengaluru)
🏢 LATENTVIEW ANALYTICS
📍 Bengaluru