AI Public Comment Sentiment Analyzer

About the role

Responsibilities

• Design public comment topic modeling identifying substantive themes across large comment corpora
• Implement coordinated campaign detection distinguishing form letters from genuine individual comments
• Build argument extraction identifying specific regulatory objections and novel issues raised
• Develop representative comment selection for policy staff review from large thematic clusters
• Create analytic summary reports meeting administrative record standards for agency rulemaking
• Collaborate with government agency clients to validate analysis methodology for regulatory use

Requirements

• 6+ years in NLP engineering with large-scale text analysis or policy analytics experience
• Deep expertise in topic modeling, argument mining, or political text analysis
• Strong Python and HuggingFace skills with large-corpus NLP pipeline development
• Understanding of administrative law, regulatory processes, and public comment requirements
• Ability to design NLP systems that meet evidentiary standards for government use

Benefits

• Fully remote with flexible schedule
• Top-of-market compensation for civic NLP expertise
• Comprehensive health benefits
• $5,000 annual conference and research budget
• Mission-aligned equity participation

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