Lead Data

1 week ago

Bengaluru, Karnataka, India Corazon Medikare Pvt Ltd Full time ₹ 12,00,000 - ₹ 36,00,000 per year

Team: Product & Engineering (Data/AI)

Reports to: Head of Product (dotted line to Head of Engineering)

Type: Full-time

Role Purpose

Build, deploy, and maintain the AI/ML stack powering our EMRclinical NLP/LLM, decision support, and voice scribing. Own end-to-end data engineering, model training, and MLOps with healthcare compliance baked in (PDPA, HIPAA, ISO

What Youll Do

Data Platform & Pipelines

  1. Architect and operate pipelines for structured/unstructured clinical data (EHR notes, HL7 v2, FHIR, audio).

  2. Build/maintain the feature store for clinical AI (labs, meds, allergies, vitals, orders) with lineage & versioning.

  3. Implement PHI de-identification/re-identification, KMS-backed encryption, DUAs, and access controls.

Clinical NER & Code Mapping (core accountability)

  1. Own the extraction + normalization stack for: problems/diagnoses, symptoms/findings, medications (with attributes), labs, orders, allergies.

  2. Ship a hybrid extractor (transformer NER + rules) with assertion

(present/absent/etc.) and temporality.

  1. Build a medication attribute parser (dose, unit/UCUM, route, frequency, duration, PRN, instructions).

  2. Implement a two-stage entity linker (candidate gen via lexicon/vector search + cross-encoder rerank) to SNOMED CT, RxNorm, LOINC; manage crosswalks to ICD-10/CPT and local catalogs.

  3. Operate ontology ops: version pinning, diffs, UMLS/SNOMED licensing, regression tests per ontology release.

  4. Enforce safety guards (drugallergy, duplicate therapy, dose range) and confidence-driven UI disambiguation.

Modeling, LLMs & Scribing

  1. Build RAG/LLM pipelines for summarization, CDS, and scribe workflows (prompting, tool use, retrieval, guardrails).

  2. Integrate ASR + diarization with streaming partials/hotwords for clinical terms and names.

MLOps, Reliability & Cost

  1. Stand up MLOps: model registry, experiment tracking, CI/CD, canary/shadow deploys, drift & safety monitoring, blue/green rollbacks.

  2. Meet SLOs: p95 speechdraft less than 2.0s, ASR partial updates every 300500ms, 99.9% uptime, rollback less than5 min.

  3. Optimize inference (Triton/ONNX Runtime, quantization/distillation, caching) and track cost per encounter.

EHR Integration & APIs

  1. Ship SMART on FHIR apps and CDS Hooks; design gRPC/REST services; run Kafka/PubSub with idempotent consumers.

Security, Privacy & Compliance

  1. PHI-safe prompts/logs, prompt-injection & data-exfiltration guards, constrained tool allowlists.

  2. Audit trails exportable for clinical review & compliance.

Collaboration

  1. Partner with Product & Clinical to encode guidelines/rules alongside ML.

  2. Mentor engineers; uphold code quality, reviews, and on-call.

Required Qualifications

  1. 4+ years Data/ML Engineering (healthcare strongly preferred).

  2. Expert: Python, SQL, PyTorch/TensorFlow, Hugging Face.

  3. Deep NLP/LLM (transformers, RAG, prompt engineering, guardrails).

  4. Standards: FHIR/HL7, SNOMED CT, ICD-10, RxNorm, LOINC, CPT; UMLS

familiarity.

  1. MLOps (MLflow/Kubeflow/Vertex/SageMaker), containerized inference, CI/CD.

  2. Privacy/security in regulated environments (PDPA/HIPAA/ISO

Nice to Have

  1. ASR/diarization (Whisper, Vosk, Kaldi), ONNX/TensorRT, Triton; gRPC/WebRTC streaming.

  2. GPU scheduling, vector DBs, OpenTelemetry, Terraform/IaC.

Success Metrics (you own)

  1. NER micro-F per-type 0.88).

  2. Linking top-1: SNOMED/RxNorm/LOINC 0.95 (top

  3. Med attributes exact-match 0.93; UCUM unit validity 0.99.

  4. Safety: drugallergy recall greater than 99%, precision greater than 95%.

  5. Latency/Reliability: p95 speechdraft less than 2.0s; streaming extraction p95 less than

200ms/chunk; 99.9% uptime.

  1. ASR clinical WER 12%; partial stability 0.90.

  2. Cost per encounter within target.

  • Lead Data Scientist

    2 weeks ago

    Bengaluru, Karnataka, India NTT DATA Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Lead Data Scientist - Computer Vision & Generative AI to join our team in Bangalore, Karnātaka (IN-KA), India (IN). We are seeking...

  • Technical Lead- Data Engineer

    23 hours ago

    Bengaluru, Karnataka, India Astar Data Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Kindly find the Job Description Below.Job Title:Technical Lead- Data EngineerLocation: BangaloreYears of Experience: 8+ years of experienceSigmoidworks with a variety of clients from start-ups to fortune 500 companies. We are looking for a detailed oriented self-starter to assist our engineering and analytics teams in various roles as a Software...

  • Lead Data Scientist

    1 week ago

    Bengaluru, Karnataka, India NTT DATA, Inc. Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    We are currently seeking a Lead Data Scientist - Computer Vision & Generative AI to join our team in Bangalore, Karntaka (IN-KA), India (IN).We are seeking a highly skilled and experienced Lead Data Scientist with 7+ years of expertise in Machine Learning, Deep Learning (especially Computer Vision), and Generative AI. The ideal candidate will lead the design...

  • Data & AI Engineer Lead

    1 day ago

    Bengaluru, Karnataka, India NTT DATA Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Framework Design & Architecture Architect a metadata-driven, Python/Spark-based framework for automated data validation across high-volume production datasets. Define DQ rule templates for completeness, integrity, conformity, accuracy, and timeliness. Establish data quality thresholds, escalation protocols, and exception workflows. Automation & Integration...

  • Associate Lead Data Scientist

    1 week ago

    Bengaluru, Karnataka, India Astar Data Full time ₹ 8,00,000 - ₹ 24,00,000 per year

    Sigmoid Analytics is a leading Data solutions company backed by Sequoia Capital. We offer best in- end-to-end data value chain spanning across Data Science, Data Engineering and Data Ops. With data and technology at the core of our solutions, we are solving some of the toughest problems out there. Our culture is modelled around expertise and mutual respect...

  • Sr. Data Engineer Data Science

    1 week ago

    Bengaluru, Karnataka, India NTT DATA Full time ₹ 12,00,000 - ₹ 24,00,000 per year

    Req ID: 342869NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Sr. Data Engineer Data Science to join our team in Bangalore, Karnātaka (IN-KA), India (IN). ...

  • Data Engineer

    1 week ago

    Bengaluru, Karnataka, India NTT DATA Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    Design and implement tailored data solutions to meet customer needs and use cases, spanning from streaming to data lakes, analytics, and beyond within a dynamically evolving technical stack. Provide thought leadership by recommending the most appropriate technologies and solutions for a given use case, covering the entire spectrum from the application layer...

  • Devops Lead

    1 week ago

    Bengaluru, Karnataka, India NTT DATA Full time ₹ 9,00,000 - ₹ 12,00,000 per year

    NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now. We are currently seeking a Devops Lead to join our team in Bangalore, Karnātaka (IN-KA), .India (IN) DevSecOps Deployment, automation, management, and...

  • Technical Lead

    1 day ago

    Bengaluru, Karnataka, India Astar Data Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Technical Lead Data EngineeringAs a Technical Lead, you will be responsible in building a highly-scalable and extensible big data platform that provides the foundation for collecting, storing, modeling, and analyzing massive data sets from multiple channels.This position reports to Engineering Manager.Responsibilities:Align Sigmoid with key Client...

  • Data Analyst

    7 days ago

    Bengaluru, Karnataka, India NTT DATA Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    Design, develops, and maintains various user-friendly dashboards Analyze and translate non-technical user requirements into written report specifications Develop and execute queries, scripts, and data manipulation tasks using SQL, Python, or other relevant tools. Analyze large datasets to identify trends, patterns, and correlations, drawing meaningful...