
1001 - 5000 employees
Founded 1972
🤝 B2B
🤝 Non-profit
📚 Education
B2B • Non-profit • Education
Sistema Fibra is a civic organization based in Brasília that focuses on enhancing the competitiveness of industries and entrepreneurship through representation and support. It brings together various entities, including Sesi, Senai, and IEL, to promote industrial growth and workforce development in Brazil.
🔥 1 hour ago
🗣️🇧🇷🇵🇹 Portuguese Required
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1001 - 5000 employees
Founded 1972
🤝 B2B
🤝 Non-profit
📚 Education
B2B • Non-profit • Education
Sistema Fibra is a civic organization based in Brasília that focuses on enhancing the competitiveness of industries and entrepreneurship through representation and support. It brings together various entities, including Sesi, Senai, and IEL, to promote industrial growth and workforce development in Brazil.
• Map business rules, define success criteria, and identify regulatory requirements (LGPD) • Map data sources, assess quality and representativeness, identify historical biases, and verify reliable labels • Build the training dataset, anonymize data in accordance with LGPD, generate features, and address biases • Implement and train the model • Measure technical quality and make the business go/no-go decision • Integrate the model into a human-in-the-loop workflow • Document for audit purposes, continuously monitor, and maintain governance with a rollback plan • Participate in an ICT Itaú innovation project in partnership with Inova Talentos
• Master's degree in Data Science, Statistics, Computer Science, Engineering, or a related field, with the degree completed • Experience with machine learning and recommendation/ranking models • Data manipulation, integration, and preparation using Python, SQL, or similar tools • Exploratory analysis, feature engineering, and model evaluation • Defining success metrics and building analytical MVPs • Knowledge of LGPD, bias mitigation, and explainability applied to sensitive decisions • Experience with People Analytics or HR data and recruitment processes • Fairness assessment (gender/race/age) and bias mitigation techniques • Monitoring drift, auditing, and governing models in production • Conducting controlled pilots with online evaluation (effort and quality) • Availability to work 40 hours per week
• Scholarship stipend: BRL 9,000.00 • Remote work • 40-hour workweek • Duration: 12 months
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