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Senior AI Engineer

Senior AI Engineer

N1 HealthcareCyberjaya, Selangor, Malaysia
8 jam yang lalu
Penerangan pekerjaan

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Direct message the job poster from N1 Healthcare

Overview

At N1.Healthcare , we are transforming how individuals understand and manage their health. Our AI-powered medical reports combine the latest in artificial intelligence and data science to deliver personalized, accessible, and meaningful health insights. We are looking for a skilled AI Engineer to join our fast-growing team and help drive the development of intelligent, healthcare-focused systems—from advanced diagnostic insights to real-time health analytics.

This role is not just about coding models; it’s about solving tough, meaningful problems that make a real difference. If you enjoy working with complex data, love building things from the ground up, and want to see your work have a real impact, this role is for you.

Responsibilities

  • Work with real-world health data : Build AI models that make sense of messy, incomplete, and unstructured medical data and turn it into clear, useful insights for individuals.
  • Build powerful LLM tools : Create systems that read and understand medical reports, summarize them for users, and detect key health patterns.
  • Make personalization real : Use AI to deliver the right health advice to the right person at the right time—not just generic answers.
  • Develop smart, automated systems : Build tools that can guide users through their health journey—from symptom checking to follow-up recommendations—with minimal human input.
  • Take ideas to production : See your models go live and make an impact, using tools that help scale AI in real-world settings.
  • Handle scale and speed : Design systems that work fast, reliably, and securely even with large volumes of sensitive health data.
  • Explore cutting-edge AI : Use the latest in generative AI, transformers, and explainable models to create smarter, more human experiences.
  • Ensure fairness and trust : Ensure the AI we build is clear, unbiased, and trustworthy. In health, people need to feel safe and understood.
  • Take ownership : Be trusted to lead, try new ideas, and drive things forward.
  • Advanced Modeling : Develop and deploy deep learning, reinforcement learning, and graph neural networks for predictive analytics, automated strategies, and decision-making systems.
  • Vector Search and Semantic Retrieval : Build systems using vector databases to enable real-time, context-aware data retrieval.
  • Agentic Systems : Design autonomous and multi-agent systems for dynamic decision-making and complex task management.
  • Generative AI : Explore and integrate the latest generative AI models and techniques into applications to improve user experience and content generation.
  • Fine-tuning : Utilise techniques like LoRA, PEFT to fine-tune models for complex medical data; build adapter weights for models for specialised agents.
  • Optimization : Use hyperparameter tuning tools to maximize model performance.
  • Bias Mitigation & Evaluation : Detect and reduce biases in datasets and models; develop robust evaluation frameworks for fairness, reliability, and clinical safety.
  • Knowledge Augmentation & Data Standardization : Enrich LLMs with up-to-date medical research and contribute to data interoperability standards.
  • Scalability, Security & Observability : Develop AI systems that scale to thousands of users while maintaining security and observability to protect data and monitor model integrity.

Qualifications

Technical Skills

  • Big Data & Real-Time Processing : BigQuery, GCP Dataproc, Airflow, Redis, RabbitMQ
  • MLOps & Deployment : Triton, Langsmith, Anyscale Ray, Datadog
  • NLP, LLMs & Generative AI : RAG, transformers (BERT, T5, etc.), GPT, Claude, Gemini, LangChain; familiarity with generative AI and RL libraries
  • Agentic Systems : Multi-agent design and coordination (e.g., AutoGen, ADK)
  • Soft Skills

  • Strong analytical and critical thinking abilities.
  • Excellent cross-functional communication and collaboration.
  • Proven experience in fast-paced, high-impact projects.
  • Proven ability to deliver under tight deadlines.
  • Preferred Qualifications

  • Degree in Computer Science, Artificial Intelligence, Machine Learning, or related field.
  • Experience working with healthcare datasets (EHR, HL7, FHIR) or regulated environments is a plus.
  • Why Join N1.Healthcare?

  • Help shape the future of AI in healthcare with real-world impact.
  • Collaborate with a mission-driven, innovative team.
  • Competitive salary and career growth opportunities.
  • Work with cutting-edge technologies in a fast-scaling health tech environment.
  • Join a team that's redefining how people access, understand, and improve their health through the power of AI.

    Note : This posting has been refined to remove unrelated postings and extraneous content while preserving the responsibilities and qualifications.

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