About the role
Job Description:
Role Summary
Serve as the technical anchor for Dentsu's agentic AI engineering team in DGS. You will lead architecture decisions for multi-agent systems, set engineering standards, and mentor a growing team of agentic engineers. This is a hands-on leadership role: you write code, review code, and set the technical direction while the Senior Director handles the VP-level strategy and stakeholder management.
Key Responsibilities
Lead technical architecture for multi-agent systems, LLM orchestration, and AI automation workflows
Set up and maintain the agentic engineering stack: frameworks, CI/CD, testing, monitoring, and deployment patterns
Own the technical design for AI orchestration use cases across 4+ client implementations
Build and maintain reusable agent components, tool-use libraries, and prompt templates
Lead Genie space setup and configuration for client data exploration
Mentor and technically lead 3 Senior Agentic Engineers, conducting code reviews and architecture discussions
Evaluate LLM providers (model selection, cost optimization, latency tradeoffs) and recommend choices
Bridge the gap between Data Science model outputs and agentic deployment, ensuring models are served efficiently
Collaborate with the onshore Senior AI Engineer on shared architecture decisions and technical standards
Contribute to technical documentation, runbooks, and operational playbooks for the agentic platform
Required Qualifications
7+ years of software engineering experience with at least 2 years in AI/ML engineering
Deep expertise in Python and production-grade software architecture
Hands-on experience building and deploying LLM-powered applications at scale
Strong knowledge of agent orchestration patterns (LangChain, LangGraph, AutoGen, or custom frameworks)
Experience with cloud infrastructure (Azure preferred) including container orchestration and serverless patterns
Track record of mentoring engineers and raising team engineering standards
Experience with MLOps: model serving, monitoring, versioning, and cost management
Strong system design skills with experience in distributed systems and API architecture
Excellent written communication for technical documentation and cross-timezone collaboration
Preferred Qualifications
Experience with Databricks, Unity Catalog, and/or Genie
Background in media technology, adtech, or marketing analytics platforms
Experience with RAG architectures, vector databases, and semantic search at scale
Contributions to open-source AI/ML projects
Experience leading technical teams in a DGS/offshore delivery model
Location:
Makati CityBrand:
MerkleTime Type:
Full timeContract Type:
PermanentSkills & Tags
Aplyr's read
Dentsu is a powerhouse in advertising, known for its data-driven strategies and digital transformation. It's ideal for those passionate about innovative marketing solutions.
What's promising
- •Dentsu emphasizes digital transformation, positioning itself at the forefront of modern advertising.
- •The company offers diverse roles, providing opportunities for career growth across various marketing disciplines.
- •Dentsu's focus on data-driven strategies attracts clients seeking measurable marketing outcomes.
What to watch
- •The advertising industry is highly competitive, posing challenges for maintaining market share.
- •Rapid technological changes require constant adaptation, which can be demanding for employees.
- •Limited public information about employee satisfaction and work-life balance at Dentsu.
Why Dentsu
- •Dentsu integrates traditional and digital marketing, offering comprehensive solutions.
- •Its global presence allows for cross-cultural marketing strategies and insights.
- •Dentsu's commitment to innovation is reflected in roles like AI Motion Designer.
Aplyr’s read is generated by AI from public sources. Was it useful?
About Dentsu
Dentsu USA is a leading marketing and advertising agency that provides integrated solutions to clients across various sectors, focusing on digital transformation and data-driven strategies.
