3 days ago
Shanghai, ChinaSenior
Responsibilities
- Analyze complex IT application landscapes and optimize IT architectures.
- Identify technology decisions, explain architectural building blocks, and develop roadmaps and business cases.
- Review vendor proposals and in-flight technical work while managing IT project quality assurance.
- Optimize application development processes and advise consultants and architects on technical concepts and frameworks.
- Design and implement enterprise generative AI platforms and LLM-enabled target processes for clients.
- Guide engineering teams in implementing production-grade applications, integrating APIs and GenAI data sources, and operating AI platforms.
- Lead legacy integration and remediation efforts, including facades and strangler approaches.
- Build relationships across the BCG technical community and advise clients, vendors, and partners.
Requirements
- Experience in software development, technical project management, digital delivery, or technology consulting.
- University degree with above-average academic performance in a mathematical-scientific field, Data Science, information technology, or business administration.
- Industry or consulting experience, preferably with a data science background and understanding of AI/ML concepts.
- Experience architecting scalable, performance-optimized, and cost-optimized AI/ML solutions.
- Experience designing and implementing enterprise GenAI platforms in complex or legacy organizations.
- Ability to distinguish LLM applications from other AI/ML techniques and explain model, vendor, sourcing, security, performance, and cost implications.
- Experience with GenAI, Python, TypeScript, deploying and hosting large foundational models, APIs for serving ML models, and advanced prompt engineering.
- Knowledge of RAG, context windows, memory, model vendors, cloud providers, orchestration frameworks, fine-tuning, and GenAI data integration.
- Experience providing technical implementation guidance to engineering teams and understanding microservices operational concerns such as resiliency, observability, discovery, routing, and security.
- Ability to own problems end-to-end, lead complex design processes with multiple stakeholders, and guide legacy integration and remediation.
- Knowledge of common development methods, DevOps practices, and continuous improvement.
Benefits
- Locations are Shanghai, Hong Kong, or Shenzhen.
- The role works with BCG and BCG Platinion managing directors, consultants, clients, vendors, and partners.
- BCG is an equal opportunity employer and an E-Verify employer.
Tech Stack
Categories
Solutions Engineering
About BCG
Boston Consulting Group provides management consulting, technology, and design services to large enterprises, governments, and nonprofits, helping with strategy, digital transformation, and operations. The firm works on a project-based, fee-for-service model and also incubates products and ventures through BCG X. Founded in 1963 and headquartered in Boston, it is a global partnership with offices worldwide.