7 days ago
Ho Chi Minh City, VietnamMid Level
Responsibilities
- Design and develop AI agents for internal enterprise use and client-facing applications, including RAG systems, chatbots, and automation agents.
- Build AI-powered data pipelines for collection, cleansing, enrichment, and distribution.
- Develop intelligent alerting systems with root-cause analysis and recommended actions.
- Collaborate with the Salesforce CRM team on integrations with call center, DMS, and social platforms.
- Add AI capabilities to dashboards and analytics tools and automate data processing and quality validation.
- Evaluate AI models and frameworks, support internal AI adoption, and apply relevant techniques to production systems.
Requirements
- 2–3 years of hands-on AI/ML development experience in production environments.
- Production-level Python proficiency, including the ability to write and review high-quality code.
- Demonstrated experience designing and deploying at least one AI agent or RAG system in a real project.
- Strong understanding of the LLM ecosystem, including OpenAI, Anthropic, Gemini, and Llama, plus advanced prompting techniques.
- Experience with vector databases such as Pinecone, Weaviate, Chroma, or pgvector.
- Working knowledge of Salesforce CRM data models, automation flows, or API integrations.
- Demonstrated ability to apply AI to business problems and present work through a portfolio or case study.
- Preferred experience with LangChain, LlamaIndex, CrewAI, Salesforce Einstein, Agentforce, MLOps, model serving, monitoring, or A/B testing.
- A production AI portfolio available through GitHub, a demo, or a case study is preferred.
Benefits
- Full-time fixed-term contract.
- Work location: Lim Tower 3, 29A Nguyen Dinh Chieu Street, Da Kao, District 1, Ho Chi Minh City.
Tech Stack
Categories
About Dentsu
Dentsu is a global advertising and marketing services group that plans and buys media, develops creative campaigns, and builds data- and technology-led customer experiences for brands. It earns revenue from agency fees and media services across a network that includes Carat, iProspect, and Merkle. Founded in 1901 and headquartered in Tokyo, Dentsu is publicly traded in Japan and serves clients across many sectors worldwide.