Master's Scholarship Recipient – Data Science, People Analytics
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Job Description
Cientista de Dados desenvolvendo modelos de People Analytics para projeto de inovação do Itaú. Trabalho remoto em todo o Brasil, com foco em dados de RH, vieses e governança.
Responsibilities:
- 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
Requirements:
- 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
Benefits:
- Scholarship stipend: BRL 9,000.00
- Remote work
- 40-hour workweek
- Duration: 12 months
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