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Project Manager – Gen AI Frontier Lab

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Strategic Delivery Role | Frontier Model Clients | Research-Driven AI Programs

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Role Snapshot

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This role leads high-ambiguity, research-intensive Gen AI data programs for frontier AI labs. The Project Manager operates at the intersection of research intent and scalable execution, driving structured experimentation, quality governance, and operational excellence.

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What Makes This Role Critical for Frontier Clients

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Operates in experiment cycles, not fixed-scope delivery models.

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Translates evolving research hypotheses into scalable execution workflows.

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Drives signal quality over raw volume.

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Partners directly with Research PMs, Safety Teams, and Evaluation Leads.

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Maintains delivery control amid rapid changes to rubrics and objectives.

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Core Responsibilities

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- Experiment-Driven Delivery Ownership

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Convert research objectives into sprint-based execution plans.

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Manage SFT, RLHF, preference ranking, safety tuning, and evaluation datasets.

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Maintain experiment logs capturing intent, rubric shifts, and corrective actions. 2. Client Partnership & Governance

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Act as the primary interface with frontier stakeholders.

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Run structured sprint reviews and executive updates.

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Surface risks, trade-offs, and improvement hypotheses proactively. 3. Quality & Rubric Governance

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Drive guideline version control and calibration systems.

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Implement layered QC (SME review, audits, gold sets).

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Lead root-cause analysis for model performance issues. 4. Team Leadership & Capability Building

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Lead TLs, SMEs, QA, and large annotation teams.

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Ensure structured onboarding and continuous calibration.

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Monitor cognitive load and prevent quality fatigue. 5. Metrics & Profitability Control

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Track throughput, rework, guideline drift, and SLA adherence.

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Maintain cost discipline across iteration cycles.

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Protect margin during rapid scale transitions. 6. Risk & Compliance Oversight

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Enforce data confidentiality and IP protection.

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Mitigate bias risk, contamination risk, and safety mislabeling.

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Required Competencies

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Strong governance mindset with structured thinking in ambiguous situations.

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Working knowledge of SFT, RLHF, evaluation pipelines, and safety labeling.

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Ability to convert evolving guidelines into scalable workflows.

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Executive-level communication and structured reporting capability.

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High ownership, accountability, and ethical judgment.

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Qualifications

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Bachelor’s degree required, preferably STEM

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5–10 years of project/program delivery experience.

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Experience managing large-scale operational teams.

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Exposure to AI data annotation, NLP, or Gen AI programs preferred.

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Experience working with US/EU stakeholders in quick-paced environments preferred.

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Success Metrics (KPIs)

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SLA adherence under evolving scope.

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Quality stability despite rubric changes.

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Reduction in rework and error clusters.

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Client trust and satisfaction score.

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Cost-per-unit stability during scale.

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Team retention and capability growth.

Apply on Kit Job: kitjob.in/job/463i4z

📌 Project manager – genai (Raipur)
🏢 Important Company of the Sector
📍 Raipur