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GenAI Process Automation Engineer (POC & API Workflows)

GenAI Process Automation Engineer (POC & API Workflows)

Shopee
Early Applicant
  • Posted 2 months ago
  • Be among the first 10 applicants

Job Description

Job Description:

  • Exercise strong business judgment in scoping and prioritizing automation use cases-challenge assumptions, define clear MVPs, and build feasibility studies.
  • Partner with stakeholders to translate ambiguous problems into clear POC requirements, success criteria, and test plans.
  • Build rapid POCs that leverage LLM/generative AI capabilities to automate or augment business processes.
  • Develop and iterate lightweight automation scripts/workflows that integrate across multiple web applications and tools (primarily via APIs and scripted interactions).
  • Develop, maintain, and optimize data workflows sourced from existing, often poorly documented data marts and operational data sources.
  • Use SQL and scripting (e.g., Python) to extract, transform, and validate data needed for POCs and workflow execution.
  • Conduct quality checks on data and POC outputs to ensure results are directionally correct for validation decisions.
  • Document POC approach, assumptions, limitations, and handover notes to enable downstream engineering/product teams to productionize if needed.

Requirements:

  • Bachelor's Degree in Computer Science, Data Science, Statistics, or related field.
  • Nice to have: Certification in Data Analytics, Machine Learning, or similar
  • 2+ years in roles involving building prototypes/automations/workflows using scripting and data (not limited to BI).
  • Proven experience in delivering scripts and/or data workflows from various data sources to drive business outcomes.
  • Some experience working with large language models (LLMs) or AI technologies.
  • Strong communication and collaboration skills to effectively interact with cross-functional teams.
  • Strong proficiency in SQL, Python, and data workflow automation tools.
  • Solid understanding (or willing to learn) of large language models (LLMs) and their applications in data analytics.
  • Excellent analytical, problem-solving, and critical thinking skills.
  • Ability to manage multiple tasks concurrently and prioritize effectively.

More Info

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Key Skills

data workflow automation tools

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