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    Job · 17583878

    BENGALURU · FULLTIME

    Artificial Intelligence Engineer

    Mango Sciences logo

    Mango Sciences

    Bengaluru · onsite · Posted 37d ago

    Sourced fromNaukri
    Undisclosed3–8 yrsfulltimeBengaluru

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    Section · 01

    About this role



    Experience : 3 - 12 Years

    Location : Remote

    Industry : Healthcare / Precision Medicine / Life Sciences

    Role Objective :

    We are seeking a visionary AI Engineer/Scientist to architect and deploy intelligent systems that transform complex, unstructured clinical data into actionable medical insights. You will own the lifecycle of AI solutionsfrom the first spark of ideation to the deployment of scalable, production-grade models that impact patient outcomes and drug discovery.

    Key Responsibilities :

    End-to-End AI Development (Ideation to Execution) :
    - Strategic Ideation : Collaborate with clinical experts to identify high-impact AI opportunities in oncology, genomics, and patient care.
    - R&D & Prototyping : Design and build Proof-of-Concepts (POCs) using the latest in Generative AI, NLP, and Deep Learning.
    - Production Engineering : Transition models from local notebooks to scalable cloud microservices (AWS/Azure/GCP) using Docker and Kubernetes.

    Advanced Technical Implementation :
    - Agentic Workflows : Build multi-agent systems (using LangGraph, CrewAI, or AutoGen) to automate complex data extraction and reasoning tasks.
    - Retrieval-Augmented Generation (RAG) : Architect advanced RAG pipelines with semantic reranking and hybrid search to query massive clinical repositories.
    - Model Optimization : Fine-tune LLMs/SLMs using techniques like LoRA, QLoRA, and Distillation to ensure high performance at optimized costs.

    Team & Stakeholder Leadership :
    - Technical Mentorship : Lead code reviews and set the standard for high-quality, reproducible AI research and engineering.
    - Cross-Functional Collaboration : Serve as the technical bridge between data engineering, product teams, and clinical stakeholders.

    Required Technical Skills :

    - Programming : Mastery of Python (Advanced OOP, MLOps patterns) and SQL.
    - Frameworks : LangChain, PyTorch, TensorFlow, FastAPI, and Hugging Face.
    - Generative AI : Expert knowledge of Transformers, Prompt Engineering, and Vector Databases (Pinecone, Milvus, ChromaDB).
    - Data Engineering : Experience with Spark, Databricks, and handling PHI (Protected Health Information) data.
    - Computer Vision (Optional) : Familiarity with OCR/Vision-Language Models (VLMs) for medical report parsing.

    Qualifications :

    - Bachelors, Masters, or PhD in Computer Science, Data Science, Bioinformatics, or a related quantitative field.
    - 3- 12 years of professional experience in an AI-centric role.
    - Proven track record of deploying at least 2-3 enterprise-scale AI systems serving real-world traffic.

    Sourced from naukri

    Section · 02

    Skills

    DockerPrototypingKubernetesApache SparkComputer Visiongoogle cloud platformamazon web servicesai engineerNatural Language ProcessingrProgrammingPytorchTensorflowDatabricksData EngineeringPythonSQLDeep LearningMicroservicesMicrosoft AzureData ScienceArtificial Intelligence

    Section · Company

    About Mango Sciences

    Mango Sciences logo

    Mango Sciences

    Healthcare

    51

    employees

    None

    US

    ₹21.7L PA avg

    Avg at Mango Sciences

    About

    Mango Sciences is a leading emerging market data science company connecting millions of underrepresented patients to precision medicine. The company’s Querent™ platform utilizes industry-leading AI analytics to transform deep clinical data into key insights that drive global health improvements. Mango Sciences is currently partnering with hospitals to understand the health data of individuals in India and other emerging markets to drive advancement in patient care and drug discovery for all populations.

    Industries

    Healthcare

    Employee ratings

    8 reviews

    4.9/ 5

    Culture

    4.8

    Career growth

    3.9

    Work-life

    4.9

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