LLM Operations Specialist

5 days ago

Singapore This is an IT support group Full time

Responsibilities:
Model Operations – Identify the most suitable model for specific tasks, troubleshoot performance issues or errors, and provide prompt feedback to model owners (algorithm engineers).
Model/Policy Alignment – Ensure model outputs comply with organizational content policies and legal requirements through prompt engineering and other advanced techniques.
LLM Application Management – End-to-end management of task-specific LLM applications, including but not limited to evaluation dataset preparation, prompt engineering, RAG datasets preparation, conduct tests and iterative improvements to enhance precision/recall trade-offs.
Incident Response & Analysis – Investigate escalations (e.g., false positives/negatives), diagnose root causes, and implement prompt, model, or solution refinements to reduce errors. Conduct root-cause analyses of systemic issues and deploy rapid fixes.
Cross-Functional Collaboration – Work closely with algorithm engineers to deploy, monitor, and maintain LLMs in production. Optimize model efficiency in terms of cost, speed, and accuracy while ensuring scalability for high-volume content. Partner with policy, legal, and compliance teams to refine enforcement policies and keep LLMs aligned with the latest guidelines. Collaborate with product and engineering teams to integrate LLMs into moderation tools and user-facing platforms.
Qualifications
Minimum Qualifications:
Education – Bachelor's degree or higher in law, sociology, political science, public policy, journalism, business, computer science, data science, or a related field.
AI & Machine Learning Knowledge – Strong understanding of machine learning concepts, with a passion for leveraging AI to drive significant business impact.
Data-Driven Decision Making – Highly data-sensitive, skilled in in-depth data analysis, and committed to making decisions based on data insights.
Continuous Learning & Adaptability – Self-starter with a strong desire for continuous learning, experimentation, and innovation.
Communication Skills – Excellent verbal and written communication skills in English.
Fast-Paced Environment – Comfortable working in a dynamic, results-driven environment with tight deadlines.
Cross-Functional Collaboration – Strong ability to communicate and coordinate across teams, effectively managing stakeholders at various levels.
Preferred Qualifications:
Content Moderation Experience – Prior experience in content moderation, trust & safety, or related fields.
Technical Skills – Proficiency in programming and data analytics.
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