某500强企业
BIOINFO Agentic Engineer
医疗医药
生物/制药/化工
上海, 北京
3-5年
硕士
¥40 - 50K/月
职位描述
Position Overview
We are seeking talented AI Engineers to join Data Science team working on cutting-edge Agentic AI solutions for cancer research and biometrics. You will work alongside data integration engineers and report to the Head of Data Science, building intelligent systems that automate and enhance scientific research workflows in genomics, computational pathology, and clinical trials.
Main Duties and Responsibilities
Design, develop, and deploy Agentic AI systems to solve complex scientific research problems
Build and maintain AI agents for genomics analysis, computational pathology, and clinical trial workflows
Automate data analysis pipelines using AI agents and LLM-driven tools
Integrate Agentic AI solutions with existing data infrastructure and APIs
Collaborate with data integration engineers to ensure seamless data flow
Implement RAG systems and vector databases for knowledge retrieval
Stay current with emerging AI technologies and apply them to cancer research use cases
Document technical solutions and contribute to best practices
Senior Level: Mentor junior engineers and lead technical design decisions
Requirements by Level
Education
Bachelor's or Master's degree in Computer Science, Engineering, Bioinformatics, Data Science, or related field
Experience
Junior Level: 1-3 years of experience in software engineering, data science, machine learning, or bioinformatics
Senior Level: 5+ years of experience with proven track record in deploying AI/ML systems to production
职位要求
Essential Technical Skills
All Levels:
Hands-on experience with Agentic AI frameworks (e.g., LangChain, LangGraph, Pydantic-AI, CrewAI, or similar)
Strong Python programming skills
Experience with LLMs and prompt engineering
Proficiency with Unix/Linux environments
Experience with REST APIs and web services
Understanding of SQL databases and data modeling
Familiarity with cloud computing platforms (AWS, Azure, or GCP)
Knowledge of software development best practices (version control, testing, CI/CD)
Senior Level Additional Requirements:
Proven experience deploying and maintaining Agentic AI systems in production
Experience designing system architectures and making technical decisions
Ability to mentor and guide junior engineers
Desirable Skills
Experience with TypeScript or JavaScript
Knowledge of RAG (Retrieval-Augmented Generation) architectures
Experience with vector databases (Pinecone, Weaviate, Chroma, etc.)
Understanding of fine-tuning and model optimization techniques
Experience with compiled languages (C, Java, Go, Rust)
Background in bioinformatics, genomics, or computational biology
Experience with medical imaging or computational pathology
Familiarity with data privacy regulations and compliance (HIPAA, GDPR)
Personal Attributes
Strong problem-solving skills and analytical thinking
Excellent communication skills in English (written and verbal)
Ability to work independently and as part of a collaborative team
Eagerness to learn new technologies and adapt to evolving AI landscape
Attention to detail and commitment to code quality
Passion for applying AI to advance cancer research and patient outcomes
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