Cientista de Dados Sênior
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Job Description
Senior Data Scientist designing and building mathematical/statistical solutions for business needs. Leading projects autonomously and mentoring junior team members.
Responsibilities:
- Deve ser capaz de tocar um projeto inteiro com quase zero supervisão
- Desenhar e construir soluções matemáticas/estatísticas de acordo com as demandas das áreas de negócio
- Desde a primeira reunião, desenhar o escopo do projeto junto da área de negócios
- Traduzir a demanda em modelos estatísticos programáveis
- Análise de prazos, trade-offs entre técnicas e necessidades do negócio
- Programar todas as etapas do projeto (coleta análise dos dados, formatação para ingestão do modelo, modelagem, geração de outputs utilizáveis)
- Guiar e ensinar qualquer parte do processo/ciclo de vida de um projeto de machine learning para os membros menos experientes
- Criar e configurar intents, entities e fluxos conversacionais com LLMs
- Desenvolver modelos estatísticos e matemáticos em python
- Criar e manter projetos de ML com CI/CD
- Implementar lógica de negócio e regras de decisão nos modelos
- Garantir performance, escalabilidade e resiliência das integrações
- Monitorar e otimizar o desempenho dos modelos criados
- Auxiliar na mentoria dos membros menos experientes
Requirements:
- Experiência com desenvolvimento python
- Experiência com Git
- Experiência com Docker
- Experiência com cloud AWS ou GCP
- Experiência com Machine Learning
- Conhecimento criação de agentes
- Familiaridade com conceitos de chatbot e fluxos conversacionais
- Em estática/matemática/engenharia ou áreas correlatas. Ter mestrado será um diferencial.
- Conhecimento de Kedro (desejável)
- Experiência em desenvolver modelos de otimização em mercados com portfolio grande e frequente (desejável)
Benefits:
- 🏥 Convênio Médico Porto Seguro
- 🦷 Convênio Odontológico Porto Seguro
- 💰 Participação nos Lucros e Resultados (PLR)
- 👶 Auxílio Creche
- 🍽️ Vale Alimentação e Refeição Alelo
- 💻 Auxílio Home Office
- 📚 Parcerias com Instituições de Ensino
- 🚀 Incentivo para Certificações, inclusive em Cloud
- 🎁 Pontos Livelo
- 🏋️♂️ Total Pass
- 🧘♂️Mindself
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