Contract Administrator leading construction phases on municipal water/wastewater and civil projects in Brampton office. Ensuring compliance and managing contracts with stakeholders.
About the role
- Data Administrator leading AI implementation for educational policies in Minas Gerais, transforming data into public policy insights and reducing student dropout.
Responsibilities
- Desenvolver e implementar modelos de Machine Learning para calcular a probabilidade de evasão de alunos, permitindo intervenções precoces.
- Criar trilhas de prevenção a fraudes e detecção de anomalias em movimentações financeiras das Caixas Escolares, consumindo dados diretamente via APIs bancárias/internas.
- Desde a extração e tratamento dos dados no Data Lake até o deploy dos modelos em ambiente de produção.
- Traduzir insights complexos em dashboards e relatórios para gestores públicos que não possuem background técnico.
- Documentar as soluções desenvolvidas e apoiar no monitoramento, controle de erros e sustentação.
Requirements
- Formação superior completa (tecnólogo, graduação e/ou pós-graduação lato sensu e/ou pós-graduação stricto sensu) na área de Tecnologia da Informação.
- Histórico comprovado em projetos de Ciência de Dados, preferencialmente com foco em detecção de fraudes, anomalias ou análise de risco financeiro.
- Domínio avançado de Python (Pandas, Scikit-learn, XGBoost/LightGBM) e SQL avançado.
- Conhecimento em Microsoft Fabric e Azure Machine Learning (Notebooks, Synapse, MLflow).
- Experiência no consumo de APIs REST e integração de dados de diferentes fontes.
- Capacidade de entender a dor do negócio (educação/gestão pública) e propor a melhor solução técnica.
Benefits
- Não especificado
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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