Sr Software Engineer_Data Science
- Source: Naukri
- Citiustech
- On-site
- Bengaluru
- Full-Time
- Senior
Job Description
Job Summary
As a Senior Software Engineer Data Science, you will be a part of an Agile team to build healthcare applications and implement new features while adhering to the best development coding standards.
Responsibilities
- Build and maintain RAG pipelines, LLM prompt chains, and fine-tuned models for healthcare NLP abstraction.
- Apply data science methods to eCQM, HEDIS, and HCC risk adjustment datasets using FHIR-structured data.
- Develop end-to-end ML pipelines from feature engineering through model deployment and monitoring.
- Collaborate with product and engineering teams to translate analytical requirements into scalable solutions.
- Create data visualizations and dashboards to communicate model insights to clinical and business stakeholders.
- Perform exploratory data analysis on large clinical datasets EHR, claims, lab, pharmacy.
- Ensure model fairness, explainability, and compliance with HIPAA data standards.
- Maintain clear documentation of models, experiments, and data lineage.
- Stay updated with advances in GenAI, clinical NLP, and healthcare data standards.
Experience
- 3-5 Years
Location
- Bangalore
Educational Qualifications
- Engineering Degree BE/ME/BTech/MTech/BSc/MSc.
- Technical certification in multiple technologies is desirable.
Skills
Mandatory Technical Skills
- Experience in data science, including working with GenAI and machine learning models
- Proficiency in Python (ML/Data Science), SQL, and Data Wrangling
- Familiarity with healthcare data standards such as HL7 FHIR, eCQM, HEDIS
- Basic Experience with model evaluation and MLOps basics
- Proficiency in data visualization tools and techniques
Good to Have Skills
- Experience in Databricks Lakehouse platform such as Delta Lake, Workflows, ML Runtime
- Familiarity with large-scale data processing using Apache Spark/PySpark
- Prior experience in clinical NLP tasks including named entity recognition, de-identification, ICD/CPT auto-coding
- Exposure to Cloud ML platforms (Azure ML, AWS SageMaker, GCP Vertex AI)
- Knowledge of vector databases and semantic search for healthcare document retrieval
- Strong problem-solving and analytical mindset with a track record of production model delivery
Skills
- fhir
- Python
- azure-databricks
- databricks
- delta-lake
- Spark
- pyspark
- microsoft-azure
- amazon-web-services
- amazon-sagemaker
- google-cloud-platform
- vertex
