Workato28.04.2026
AI Researcher
Singapore
Обязанности
- 01Build and improve AI services using LLMs and custom machine learning models for production use cases
- 02Design, develop, and operate ML/LLM systems end-to-end, from prototyping to deployment and monitoring
- 03Write high-quality Python code that is testable, maintainable, and efficient
- 04Improve validation, observability, and performance monitoring for ML services (quality, latency, reliability, cost)
- 05Partner cross-functionally with product managers, platform engineers, and other stakeholders to ship AI-powered product capabilities
- 06Evaluate and improve existing implementations by identifying bottlenecks, bugs, and opportunities for optimization
- 07Design controlled experiments to test the features for our AI-based products and perform deep analysis from the results to find actionable insights
- 08Contribute to technical design and code reviews , helping raise engineering quality across the team
- 09Experiment and iterate on model behavior, prompting, retrieval, tool use, or orchestration strategies to improve user outcomes
Требования
- 01Experience with tool-use agents or workflow-aware AI systems
- 02Experience building AI products in enterprise SaaS environments
- 03Experience with A/B testing and statistical significance techniques
- 04Experience with LLMOps/MLOps tooling and practices (monitoring, evaluation pipelines, model rollout, CI/CD)
- 05Experience working with modern data warehouses such as Amazon Redshift Snowflake