Senior Data Enrichment – Annotation Manager

🕒 Março 28

🇺🇸 Estados Unidos – Remoto (EUA)

💵 $145.000 - $170.000 / ano

⏰ Tempo Integral

🟠 Sênior

👔 Gerente

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Candid

SiteLinkedInTodas as Vagas

201 - 500 funcionários

Fundada em 2019

🤝 Sem Fins Lucrativos

🔌 API

☁️ SaaS

Non-profit • API • SaaS

Veja o mundo. Melhore-o. Somos a Candid — conectamos pessoas que desejam mudar o mundo aos recursos de que precisam para fazê-lo. O Foundation Center e o GuideStar uniram forças para se tornar a Candid. Todos os anos, milhões de organizações sem fins lucrativos gastam trilhões de dólares ao redor do mundo. A Candid descobre de onde vem esse dinheiro, para onde vai e por que isso importa. Por meio de pesquisa, colaboração e treinamento, a Candid conecta pessoas que desejam mudar o mundo aos recursos de que precisam para fazê-lo. As ferramentas de dados da Candid sobre organizações sem fins lucrativos, fundações e subsídios são as mais abrangentes do mundo. Saiba mais em candid.org. A Candid é um empregador que oferece igualdade de oportunidades e está comprometido com a inclusão e a diversidade. Visite candid.org para saber mais.

Descrição

• Lead the team that manually codes grants and organizations using Candid’s taxonomy, the Philanthropy Classification System, with a focus on scaling operations and improving classification accuracy and consistency. • Partner with subject matter experts to develop and maintain additional ontologies, taxonomies, and semantic models that enable knowledge representation and reasoning across applications, including AI applications. • Design and implement quality control processes and metrics to ensure coding quality and strong inter-rater reliability, including guidance for handling ambiguous edge cases. • Monitor and address data quality drift, including maintaining annotator calibration and detecting shifts in labeling standards over time. • Collaborate with Candid’s data science team to evaluate AI models (including LLMs) used for autocoding tasks. • Coordinate efforts to generate the training data needed to build effective AI/ML solutions. • Build strong relationships with key teams across Candid to understand how knowledge engineering can support their needs and advance desired outcomes.

🎯 Requisitos

• 7+ years of experience in taxonomy development, data annotation operations, knowledge management, or related fields • 3+ years managing teams that perform manual data coding, classification or annotation work • Proven experience designing and implementing taxonomies, ontologies, or classification systems used across multiple applications • Experience designing annotation guidelines or codebooks that achieve high inter-annotator agreement • Demonstrated ability to balance quality with throughput when scaling coding operations • Demonstrated ability to translate complex domain knowledge into structured frameworks • Experience working cross-functionally with technical teams, product managers, and subject matter experts • Excellent communication skills across technical and non-technical audiences • Experience with AI/ML applications and their use in classification or coding tasks • Familiarity with semantic web technologies, knowledge graphs, or linked data • Experience with data annotation and training data generation for machine learning models • Background in the nonprofit or philanthropic sector a bonus • Willingness to perform other duties and special projects as needed/requested.

🏖️ Benefícios

• Health insurance (medical, dental, vision) • Retirement contribution with additional option for a match • Paid life insurance and AD&D • Paid leave time (PTO, compassionate leave, volunteer, holiday, parental) • Short-term and long-term disability • Pre-tax transit • Flexible spending accounts • Supplemental insurance • Summer hours • Public Service Loan Forgiveness (PSLF) program eligible employer