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Appier

Machine Learning Scientist (LLM & Agents)

Department
Research
Job Type / Location
Taipei
Experience Required
3+ years
Posted On

About the Role

We are looking for a Machine Learning Scientist (LLM & Agents) to join the Enterprise Solution Science Team. This team focuses on applying cutting-edge ML technologies to real-world marketing problems by combining them with omnichannel customer data. In this role, you will be responsible for end-to-end development, from problem definition to driving model deployment into production.

What You’ll Work On

  • You will contribute to the design, development, and productionization of one or more enterprise AI agents, including:
    • Marketing Agent: Empower marketers to improve conversion rates and drive revenue growth.
    • Strategy Agent: Transform raw data into actionable, revenue-driving strategies, and high-potential audience segments.
    • Sales and Service Agent: Drive sales conversion, increase average order value (AOV), deepen brand engagement and customer loyalty through real-time, 24/7 AI-powered support.
  • Collaborate with product teams to translate product requirements into well-defined machine learning problems
  • Work with ML engineers to deploy models into production environments
  • Conduct offline and online evaluation, monitoring, and continuous optimization after deployment
  • Stay up to date with the latest research and proactively propose innovative applications

What We’re Looking For (Minimum)

  • Master’s or PhD degree in Computer Science, Machine Learning, Mathematics, Electrical Engineering, or related fields
  • Experience in machine learning, LLM, or software engineering through research, internships, projects, or industry work
  • Experience or strong interest in LLM / agentic application development, including:
    • Skills / tools / function calling
    • AI Protocol (MCP / A2A)
    • Workflow orchestration
    • Benchmark evaluation
  • Strong mindset with analytical and problem-solving skills, and passion for learning cutting-edge technologies
  • Familiarity with AI-powered development tools such as: Claude Code, OpenAI Codex / Codex CLI, Cursor, Windsurf, GitHub Copilot

What We’re Looking For (Preferred)

  • Strong focus on quantitative metrics and systematic evaluation
  • Industry experience in MarTech and passion for building customer-centric products
  • Familiarity with agentic product development concepts such as:
    • Context engineering
    • Harness engineering
    • Evaluation / testing workflows
    • Human-in-the-loop workflows

View Assessment Process

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