Pessoa Engenheira de Machine Learning Sênior
- Sao Paulo
- Information Technology & Systems
- Permanent
- Home
- Full Time
Estamos em busca de uma pessoa Engenheira de Machine Learning para integrar a nossa equipe no Data Platform & MLOps.
Nossa missão é desenvolver ferramentas e processos que impulsionem a inovação e otimizem a operação de projetos de Machine Learning em toda a empresa.
A squad de MLE desempenha um papel central na construção da plataforma MLOPs, focando na criação de novas funcionalidades que abrangem todo o ciclo de vida de desenvolvimento e entrega de modelos, desde a coleta de dados até o deployment em produção. Aqui, você terá a oportunidade de causar impacto direto em diferentes áreas da companhia, trabalhando com tecnologia de ponta e frameworks modernos. Oferecemos um ambiente colaborativo e dinâmico, onde você terá liberdade para explorar e inovar, com o suporte de uma equipe altamente qualificada e aberta a novas ideias.
Você será responsável por:
- Colaborar com uma equipe multidisciplinar e ágil de Machine Learning Engineers, Data Engineers e Site Reliability Engineers para arquitetar e implementar soluções de ML, sejam ferramentas, serviços ou contribuindo para nossa plataforma de ML e Data;
- Desenvolver ferramentas que auxiliem nossos Data Scientists em suas funções diárias;
- Desenvolver arquiteturas robustas e escaláveis sempre tendo em foco os conceitos de MLOps.
A Serasa Experian é a primeira e a maior Datatech do Brasil. Líder em soluções de inteligência para análise de riscos e oportunidades, com foco nas jornadas de crédito, autenticação e prevenção à fraude. Com tecnologia de ponta, inovação e os melhores talentos, transforma a incerteza do risco na melhor decisão, ajudando pessoas a realizarem seus sonhos e empresas de todos os portes e segmentos a prosperarem.
Temos 22.000 pessoas operando em 32 países e a cada dia estamos investindo em novas tecnologias, profissionais talentosos e inovação para ajudar todos os clientes a maximizarem cada oportunidade. Com sede corporativa em Dublin, Irlanda, a Experian está listada na Bolsa de Valores de Londres (EXPN) e compõe o índice FTSE 100.
O que estamos buscando em você?
- Experiência prévia atuando com Engenharia de Machine Learning;
- Conhecimento em Git;
- Experiência com cloud (AWS);
- Experiência com CI/CD (Jenkins, ArgoCD, Harness);
- Conhecimento em desenvolvimento de modelos de ML;
- Conhecimentos básicos de Engenharia de Software;
- Conhecimento sobre fundamentos de ML: Não apenas sobre algoritmos, mas como funcionam;
- Conhecimento avançado em Python;
- Conhecimento em ferramentas para manipulação de dados (spark, pandas, numpy);
- Conhecimento básico de tecnologias para conteinerização (Docker, Podman);
- Conhecimento com bibliotecas de ML (scikit-learn, tensorflow, pytorch);
- Conhecimento dos conceitos da cultura MLOps e sua importância;
- Curiosidade, adaptabilidade,colaboração, ownership e comunicação.
Desejável:
- Experiência com Kubernetes;
- Conhecimentos de ferramentas de workflow de projetos de ML (DVC, mlflow).
Na Serasa Experian, acreditamos que a diversidade é fundamental para um ambiente de trabalho mais saudável e inovador, onde todas as pessoas possam trocar experiências e expressar suas ideias. Por isso, contamos com diversas ações para promover um recrutamento inclusivo e apoiar no desenvolvimento profissional das nossas pessoas. Além disso, temos os nossos grupos de afinidade, criados para empoderar e acolher as pessoas de grupos sub-representados:ExperianPride (comunidade LGBTQIAPN+), Ubuntu (equidade racial), Women in Experian (equidade de gênero) e Aspire (pessoas com deficiência) e Connecting Generations (gerações). Venha fazer parte dessa transformação!
Experian Careers - Creating a better tomorrow together
Find out what its like to work for Experian by clicking here
Vegas Tech
Prepare-se para explorar aqui na Serasa Experian uma jornada em tecnologia cheia de descoberta.
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