About the role

Aplyr's Quick Take

This role is for an AI Engineer focused on developing and deploying AI solutions for both internal operations and client applications. You'll be building AI agents, automating data pipelines, and collaborating with the Data team to enhance analytics tools. It's primarily an individual contributor position with a hands-on approach to AI/ML development.

Good fit

Ideal candidates have 2-3 years of practical AI/ML experience, strong Python skills, and a proven track record of deploying AI systems. A collaborative mindset and familiarity with Salesforce CRM will help you thrive here.

Worth noting

The role emphasizes real-world application of AI in business, requiring a portfolio of past projects. There's a strong focus on integrating AI with existing systems, which may be challenging if you lack experience in that area.

The AI Engineer is responsible for researching, developing, and deploying artificial intelligence solutions that serve both internal operations and client needs. This role plays a critical part in the company's AI-Driven transformation roadmap, with a focus on automation systems, AI Agents, and supporting the Data team in building intelligent analytics tools.

Job Description:

AI Agent & Automation Development

Design and develop AI Agents for internal enterprise use and client-facing applications (RAG, chatbots, automation agents).
Build automated data pipelines: collection, cleansing, enrichment, and distribution powered by AI.
Develop intelligent alerting systems with built-in root cause analysis and recommended actions.
Collaborate with the Salesforce CRM team on system integrations between CRM and other platforms (Call Center, DMS, Social Platform) to ensure seamless data exchange and end-to-end customer journey tracking.

Data Team Support

Collaborate with the Data team to add AI layers on top of existing dashboards and analytics tools.
Build AI tools to automate data processing workflows and quality validation.
Advise on and implement AI techniques to improve reporting accuracy and speed.

Internal AI Strategy

Evaluate and recommend AI models and frameworks suited to each real-world business use case.
Train and support team members in applying AI to their daily workflows.
Monitor emerging AI developments and apply relevant techniques to production systems.

Requirements

Minimum 2–3 years of hands-on AI/ML development experience in production environments.
Proven track record designing and deploying at least one AI Agent or RAG system in a real project.
Proficient in Python at production level; capable of writing and reviewing high-quality code.
Strong understanding of the LLM ecosystem: OpenAI, Anthropic, Gemini, Llama, and advanced prompting techniques.
Experience with vector databases (Pinecone, Weaviate, Chroma, pgvector).
Working knowledge of Salesforce CRM: data model, automation flows, or API integration.
Demonstrated application of AI to solve real business problems; able to present work via portfolio or case study.

Preferred

Experience with Langchain, LlamaIndex, CrewAI, or equivalent AI agent frameworks.
Familiarity with Salesforce Einstein, Agentforce, or AI integration on the Salesforce platform.
Experience with MLOps: model serving, monitoring, and A/B testing.
Portfolio of production AI projects available for review (GitHub, demo, case study).

Location:

Ho Chi Minh – Lim Tower 3 - 29A Nguyen Dinh Chieu street, Da Kao, District 1

Brand:

Merkle

Time Type:

Full time

Contract Type:

Fixed Term Contract (Fixed Term)

Skills & 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.
Synthesized from recent postings & public sources

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

dentsu.com

View company

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.