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AI Researcher

3 weeks, 2 days ago
Singapore
Full-time
Mid Level
AI Research Scientist
Software Development
CI/CD LLM Machine Learning MLOps Prototyping Python Snowflake
Apply Now
Workato

Workato

Workato is the Enterprise Automation Platform that enables seamless integration and automation of workflows for both business and IT teams, utilizing AI-powered technology for efficient outcomes.

IT Services
251-1K
Founded 2013
$415M raised
View All Jobs 37

Description

  • Build and improve AI services using LLMs and custom machine learning models for production use cases.
  • Design, develop, and operate ML/LLM systems end-to-end, from prototyping to deployment and monitoring.
  • Write high-quality Python code that is testable, maintainable, and efficient.
  • Improve validation, observability, and performance monitoring for ML services, including quality, latency, reliability, and cost.
  • Partner cross-functionally with product managers, platform engineers, and other stakeholders to ship AI-powered product capabilities.
  • Evaluate and improve existing implementations by identifying bottlenecks, bugs, and opportunities for optimization.
  • Design controlled experiments for AI-based products and analyze results to generate actionable insights.
  • Contribute to technical design reviews and code reviews to raise engineering quality across the team.
  • Experiment with model behavior, prompting, retrieval, tool use, and orchestration strategies to improve user outcomes.

Requirements

  • Experience with tool-use agents or workflow-aware AI systems.
  • Experience building AI products in enterprise SaaS environments.
  • Experience with A/B testing and statistical significance techniques.
  • Experience with LLMOps/MLOps tooling and practices, including monitoring, evaluation pipelines, model rollout, and CI/CD.
  • Experience with modern data warehouses such as Amazon Redshift and Snowflake.
  • Strong ML/LLM intuition and software engineering skills for building reliable, scalable AI systems.

Benefits

  • Flexible, trust-oriented culture with strong ownership.
  • Balance between productivity and self-care.
  • Vibrant and dynamic work environment.
  • A multitude of employee benefits for use inside and outside of work.
  • Recognized by Quartz as the #1 best company for remote workers.

Interested in this position?

Apply directly on the company website

Apply Now

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