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Mid-Level Machine Learning Engineer - Indaiatuba / SP

Mid-Level Machine Learning Engineer - Indaiatuba / SP

John DeereIndaiatuba, São Paulo, Brazil
Há +30 dias
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Trabalhamos para que a vida possa avançar e estamos sempre à procura de pessoas inovadoras que possam contribuir com a nossa missão. Que tal fazer parte do nosso time?

Local Principal : Brasil (BR) - São Paulo - Indaiatuba

Função : Technology (CA)

Título : Mid-Level Machine Learning Engineer - Indaiatuba / SP - 115146

As a Mid-Level Machine Learning Engineer at John Deere, based at the headquarters in Indaiatuba / SP, you will focus on develops and supports manufacturing related solutions. The ideal candidate will have skills in technologies such as JavaScript and Front-end development.

The selected candidate will be tasked with the development and support of solutions directly aligned with SAP in the context of multiple SAP modules, working collaboratively in an agile team environment. Responsibilities may encompass addressing integration challenges, system and application configuration and development, executing unit and integration tests, among other tasks. Also, will be responsible for articulating and elucidating solutions to global teams and architects in English.

Moreover, the product plays a critical role on enabling and promoting adoption of tech capabilities, ensuring seamless integration and optimization of manufacturing processes on a global scale. The successful candidate will have the opportunity to work in a dynamic and multicultural setting, contributing to the ongoing evolution of the product and the satisfaction of our worldwide customer base.

Main Responsibilities

  • Act as an entrepreneur in residence in the search for artificial intelligence solutions;
  • Develop machine learning algorithms based on classification, regression, as well as LLMs through prompt engineering, retrieval augmented generation (RAG), and agent development;
  • Develop data extraction, transformation, and loading (ETL) pipelines, versioning, experimentation, and continuous delivery of machine learning models;
  • Collaborate with stakeholders and team members to ensure that features meet business needs as well as technical robustness criteria for long-term operations;
  • Operate in the “Build & Run” model, meaning all functionality and / or model development will be supported by the same team;
  • Actively work on solving problems by seeking the root cause and working with customers to ensure operations in incident resolution;
  • Train and help develop other team members;
  • Follow agile methods standards as per the software industry market, especially seeking metrics associated with Elite Engineering;
  • Document code, processes, and solutions developed, and provide training and guidance to end users and team members;
  • Stay abreast of emerging trends and technologies and contribute innovative ideas to enhance existing products and processes.

What You Need

  • Bachelor's degree in IT, Computer Science, Engineering, Physics, Mathematics, Statistics, or related areas;
  • Advanced English skills : broad vocabulary, good grammar, conducts meetings, argues, negotiates and provides training;
  • Experience with the Databricks Platform including MLFlow;
  • Ability to create Machine Learning models with the main frameworks of scikit-learn and XGBoost;
  • Programming in Python and SQL;
  • Problem-solving and communication skills;
  • Ability to work collaboratively in a team environment with IT teams and business partners;
  • Willingness to travel nationally and internationally, as required;
  • Flexibility to work part-time in Indaiatuba / SP – 50% at the office.

    • What Makes You Stand Out

  • Understanding of business processes related to manufacturing processes;
  • Experience in developing microservices in building APIs for serving models as well as integration with systems;
  • Experience with LLMs, prompting and Flow Engineering;
  • Monitoring and observability of served APIs and models;
  • Experience in SAP applications.

    • Nossos principais benefícios

  • Remuneração variável;
  • Plano de Saúde;
  • Plano Odontológico;
  • Seguro de Vida;
  • Previdência Privada;
  • Benefício Ótica;
  • Reembolso vacina;
  • Universidade Corporativa;
  • Wellhub (Gympass);
  • Dependendo da unidade, você terá restaurante no local, vale refeição ou alimentação;
  • Auxílio farmácia;
  • Entre outros

    • Nosso Processo Seletivo

    A seleção começa com a sua inscrição, para algumas vagas, existem alguns testes adicionais. Você terá a possibilidade de conhecer pessoas do time nas entrevistas! Nosso processo seletivo é flexível em termos de tempo, então não se preocupe! Nossa equipe de Talent Acquisition está comprometida em proporcionar a melhor experiência para você. Analisamos todas as candidaturas cuidadosamente e fornecemos feedback em todas as etapas do processo. Além disso, todas as orientações serão enviadas por e-mail!

    Sobre a John Deere

    A John Deere é líder global no fornecimento de produtos, tecnologia e serviços avançados para clientes que desempenham um papel essencial na agricultura, construção, florestal entre outros setores. Nosso objetivo é atender à crescente necessidade mundial de alimentos, combustível, abrigo e infraestrutura, enquanto promove a sustentabilidade e a preservação do planeta que chamamos de lar.

    Inovamos para impulsionar a produtividade e proteger nosso planeta e convidamos você a fazer parte dessa história. Trabalharemos juntos para criar, testar, superar para que para que a vida possa avançar.

    Seniority level

  • Not Applicable

    • Employment type

  • Full-time

    • Job function

  • Engineering and Information Technology
  • Industries
  • Machinery Manufacturing

    • Referrals increase your chances of interviewing at John Deere by 2x

    ENGENHEIRO(A) DE MACHINE LEARNING SR - 8693283

    VAGA AFIRMATIVA PARA MULHERES - SENIOR DATA SCIENTIST (31939)

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    Machine Learning Engineer • Indaiatuba, São Paulo, Brazil