03 Oct
|
Objectways
|
Chennai
03 Oct
Objectways
Chennai
Role: Lead Data Annotation & AI Evaluation Specialist
Experience: 5–8+ years
Location: Chennai
Notice Period : Immediate
Role Summary
Objectways is seeking a highly technical Lead Data Annotation & AI Evaluation Specialist with at least 5 years of hands-on experience in complex data annotation, AI/ML data operations, or model evaluation.
This role will lead technically complex AI data projects involving LLMs, agentic AI, multimodal data, computer vision, NLP, model evaluation, safety evaluation, and human-in-the-loop workflows.
The ideal candidate must be able to take a detailed customer specification, read it end-to-end, understand the technical and operational intent, identify ambiguities and risks, design the annotation/evaluation workflow, create examples and edge cases, define QA criteria, and guide an annotation team through successful execution.
This is not simply a people-management or annotation-production role. We need someone who can think technically and act as the bridge between the customer specification, engineering/ML teams, and annotation operations.
Key Responsibilities
• Read and interpret complex customer annotation, data-generation, and AI-evaluation specifications.
• Convert requirements into transparent SOPs, annotation guidelines, decision trees, examples, edge cases, and QA checklists.
• Independently determine how a project should be executed rather than waiting for step-by-step instructions.
• Design annotation schemas, taxonomies, labels, metadata, acceptance criteria, and review workflows.
• Understand complex multi-turn conversations, model behavior, tool calls, system prompts, agent trajectories, and contextual dependencies.
• Work with JSON/JSONL, structured data, APIs, tool-call traces, logs, model outputs, and annotation platforms.
• Create gold-standard examples and benchmark datasets before production begins.
• Conduct pilot annotations personally and identify gaps in customer guidelines before scaling to the annotation team.
• Define
📌 Lead Data Annotation (Chennai)
🏢 Objectways
📍 Chennai