GenAI方案工程师

Core Responsibilities & Duties:

1. Technical Solution Design & Implementation

•Requirement Analysis: Deep dive into client needs, analyze business scenarios, and design customized LLM application solutions

•Architecture Design: Create scalable, high-performance LLM application architectures including data processing pipelines and model integration strategies

•Technical Validation: Build proof-of-concept (POC) to validate technical feasibility and demonstrate value

•Deployment Execution: Lead on-site deployment, configuration optimization, and performance monitoring of LLM applications

2. Programming Development Requirements

•Framework Mastery: Proficient in VLM, RAG, LangChain, and other AI frameworks for development

•Vector Database Expertise: Skilled in designing and optimizing Milvus, Pinecone, and other vector databases

•Prompt Engineering: Advanced prompt design and agent development skills to optimize model output quality

•Integration Development: API integration capabilities for seamless LLM system integration

•Deployment Tools: Familiarity with LLM application deployment frameworks

3. Client Interaction & Support

•On-site Support: Provide professional technical support on client premises, quickly resolving technical challenges

•Product Demonstrations: Conduct expert product demonstrations and technical presentations

•Training Services: Deliver comprehensive training to client teams to enhance usage efficiency and satisfaction

•Relationship Management: Establish and maintain strong client relationships as a trusted technical advisor

4. Agile Response & Project Management

•Rapid Response: Timely resolution of client issues ensuring SLA compliance

•Problem Diagnosis: Systematic troubleshooting of complex technical issues

•Project Coordination: Collaborate with internal R&D, product, and sales teams to drive project success

•Continuous Follow-up: Regular client check-ins to understand evolving needs and recommend upgrade solutions

5. Localization Adaptation & Compliance

•Cultural Adaptation: Customize technical solutions to align with Hong Kong/Macau market characteristics and business practices

•Multilingual Support: Provide technical support in Cantonese, English, and Mandarin

•Compliance Assurance: Ensure technical solutions meet local regulations and industry standards

•Market Insights: Collect market feedback to inform product iteration and strategic decisions

 

Qualifications & Skills Requirements:

Education:

•Computer Science or related field, Bachelor's or above degree

Experience:

•Minimum 3 years in technical roles

Technical Skills

Programming Languages

•Python: Expert-level Python programming for rapid LLM application development and debugging

•Java/JavaScript: Proficiency in at least one mainstream language with cross-platform development capability

•Shell Scripting: Advanced Linux shell usage for system management and automation

AI/ML Technology Stack

•Large Language Models: Deep understanding of Transformer architecture, attention mechanisms, and core technical principles

•AI Frameworks: Mastery of VLM, RAG, LangChain, and other leading AI development frameworks

•Vector Databases: Practical experience with Milvus, Qadrant, Pinecone, or other vector database systems

•Deployment Tools: Familiarity with Dify, Ollama, and LLM application deployment frameworks

•Prompt Engineering: Expertise in prompt design, optimization, and intelligent agent development

System Architecture Knowledge

•Cloud Platforms: Experience with AWS, Azure, Alibaba Cloud, and other major cloud service providers

•Container Technologies: Proficiency in Docker, Kubernetes, and containerized deployment

•API Integration: RESTful API design and integration expertise

•Database Management: Comprehensive knowledge of relational and NoSQL databases

Language Requirements

•Mandarin Chinese, Cantonese and English

Soft Skills

Communication & Coordination

•Client Engagement: Exceptional client communication skills to understand needs and provide expert guidance

•Cross-functional Collaboration: Effective coordination with sales, R&D, and product teams

•Presentation Skills: Professional technical demonstrations and product introductions

•Training Capabilities: Ability to conduct technical training for clients and internal teams

Problem-Solving Abilities

•Technical Troubleshooting: Rapid diagnosis and resolution of complex technical issues

•Innovative Thinking: Creative solution design for specific business scenarios

•Analytical Reasoning: Strong logical analysis and systematic thinking skills

•Emergency Response: Maintaining composure and quick decision-making under pressure

All applications applied through our system will be delivered directly to the advertiser and privacy of personal data of the applicant will be ensured with security.