
Gen AI Associate
6 days ago
Job Title: Gen AI Associate - AI/LLM Evaluator (Orchestration)
Task:
· Evaluate AI/LLM conversations at step, turn, and task levels using structured metrics.
· Conduct Diagnostic evaluations to check tool usage, slot filling, and adherence to system/maker instructions.
· Perform Task Success evaluations to determine if user requests were completed accurately and efficiently.
· Execute Profiling evaluations to capture session- and turn-level insights such as query categorization, complexity, domain alignment, and customer satisfaction signals.
· Provide clear, concise rationales for all judgments, ensuring transparency and traceability.
· Identify errors, inconsistencies, and improvement opportunities in agent interactions.
· Ensure judgment consistency by rigorously applying evaluation guidelines.
· Contribute feedback on trends, guideline refinement, and evaluation process improvements.
· Collaborate with peers and managers to maintain high evaluation standards and meet project timelines.
Skills & Competencies:
· Strong analytical and critical thinking skills.
· Ability to edit and improve technical communication across a wide variety of fields.
· Creative thinker with problem-solving orientation.
· Strong attention to detail and consistency in applying evaluation criteria.
· Well-honed internet research skills to validate information and context.
· Ability to embrace collaboration with diverse, global teams.
· Adaptability to thrive in a dynamic environment with evolving guidelines and priorities.
· Strong written communication skills for documenting rationales.
· Comfortable working with structured evaluation tools and platforms.
· Ability to work independently while meeting deadlines.
Education
· Required: Bachelor's degree (any field with strong analytical or research components: Computer Science, Linguistics, Cognitive Science, Business, Social Sciences, etc.)
· Preferred: Advanced degree or coursework in AI/ML, data science, or domain-relevant fields.
Experience:
· Domain-Specific Roles: Candidates with professional expertise in the relevant domain (e.g., healthcare, finance, telecom, education) are strongly encouraged to apply. For these roles, prior annotation experience is not required but preferred.
· Preferred: Prior experience in AI/LLM evaluation, linguistic annotation, customer support QA, or usability testing.
Nice to have:
· Familiarity with LLM systems, AI agents, or conversational AI.
· Experience in BPO/Customer Support QA (useful for profiling and task success evaluations).
· Exposure to multi-domain environments (healthcare, finance, telecom, etc.).
· Ability to role-play end-user perspectives when evaluating AI interactions.
Employment information:
- This role may be offered on a project-based, freelance, or full-time basis, depending on business needs.
- Candidates should be available to work within a consistent time window between 8:00 AM to 8:00 PM
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