Machine Learning Engineer for Global Agro

hace 5 horas

Cornellà de Llobregat, España PepsiCo A tiempo completo

Overview:

As part of the Analytics stream of the Global Agro Digital Transformation initiative, this role will support the repository management and the deployment of analytics use cases for Agro, mostly in Azure environment, including modeling of agricultural processes (crop modeling, storage modeling).

Will be in charge of generating and maintaining repositories, production pipelines, and APIs, in order to provide recommendations to maximize the agricultural production of supplies in a sustainable way and with good quality.

Responsibilities:

  1. Partner with data scientists working on discovery, prototypes, and pilot. Focus on experiment tracking.
  2. Work with data engineers regarding data pipelines and data versioning.
  3. Adopt the best MLOps standards to design and develop scalable end-to-end machine learning pipelines.
  4. Build and deploy machine learning models that run in cloud pipelines.
  5. Help drive optimization, testing, and tooling to improve quality (unit tests).
  6. Monitor model performance.
  7. Support large-scale experimentation done by data scientists.
  8. Create documentation for insights and knowledge transfer.
  9. Create and audit reusable packages or libraries.

Qualifications:

  1. Experience with MLOps framework design and building machine learning pipelines.
  2. Familiarity using cloud platforms (e.g. Azure, AWS or GCP) to serve machine learning models in production.
  3. Knowledge of code development best practices and tooling (e.g. version control, test-driven development, CI/CD).
  4. ETL and/or data wrangling techniques.
  5. Statistical/ML techniques to solve supervised (regression, classification) and unsupervised problems.
  6. Proficiency in Python development.
  7. Knowledge of containerization technology (Docker/Kubernetes) and REST API design.
  8. Business storytelling and communicating data insights in business consumable format.
  9. Agile methodology for team work and analytics 'product' creation.
  10. Experience using geo-spatial datasets is a plus.
  11. Experience with computer vision is a plus.

Differentiating Competencies Required:

  1. Working in a global project, with most connections and meetings being virtual.
  2. Presentation and communication skills.
  3. Assertiveness to interact with colleagues with different cultural and technical skills.
  4. Flexibility to eventually attend some calls at different timezones.
  5. Interest to learn about Agro and sustainability.
  6. Ability to attend field visits if needed.
#J-18808-Ljbffr

  • Machine Learning Engineer for Global Agro

    hace 2 días

    Cornellà de Llobregat, España PepsiCo A tiempo completo

    Overview: As part of the Analytics stream of the Global Agro Digital Transformation initiative, this role will support the repository management and the deployment of analytics use cases for Agro, mostly in Azure environment, including modeling of agricultural processes (crop modeling, storage modeling). Will be in charge of generating and maintaining...

  • Machine Learning Engineer for Global Agro

    hace 4 días

    Cornellà de Llobregat, Barcelona provincia, España PepsiCo A tiempo completo

    Overview: As part of the Analytics stream of the Global Agro Digital Transformation initiative, this role will support the repository management and the deployment of analytics use cases for Agro, mostly in Azure environment, including modeling of agricultural processes (crop modeling, storage modeling). Will be in charge of generating and maintain...

  • Machine Learning Operations Engineer

    hace 5 meses

    Palma de Mallorca, España TUI Group A tiempo completo

    Flexible- Lisbon, Portugal- Palma, Spain- - 124720- - Hybrid- - Permanent- - Full Time- - 37.5 - 40TUI Group is the world’s number one integrated tourism business. Customer Hub & Common Analytics Domain is a global team within TUI technology responsible for Marketing & Technology Analytics. We are a multi-disciplinary team of experts across Architecture,...

  • Data Scientist

    hace 6 meses

    Palma de Mallorca, España WebBeds A tiempo completo

    **Pioneer AI innovation, drive impact - join us as Data Scientist / Machine Learning Engineer**: **J**ob Title**:Data Scientist / Machine Learning Engineer **Department**:IT - AI **Location (primary)**:Palma, Spain, remote in Europe **In this role you will** Join us at WebBeds and play a crucial role in spearheading the projects of our new Artificial...

  • Staff Machine Learning Engineer

    hace 4 meses

    Santiago de Compostela, España Nlp People A tiempo completo

    .Machine Learning (ML) and Artificial Intelligence(AI) are revolutionizing the way of doing business at a global scale. sennder is a European digital freight forwarder with a data-centric problem-solving approach to build the next generation of supply chain and road logistics services. Do you want to help us to shape the future?We are looking for a Staff...

  • Machine Learning Engineer

    hace 4 semanas

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a global food and beverage leader with a diverse portfolio of brands that generate significant revenue. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – create a wide range of enjoyable foods and beverages that are loved worldwide.About Data & AnalyticsPepsiCo Data & Analytics transforms data into...

  • Machine Learning Engineer

    hace 4 semanas

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a global food and beverage leader with a diverse portfolio of brands that generate significant revenue. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – create a wide range of enjoyable foods and beverages that are loved worldwide.About Data & AnalyticsPepsiCo Data & Analytics transforms data into...

  • Machine Learning Engineer

    hace 3 semanas

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a global food and beverage leader with a diverse portfolio of brands that generate significant revenue. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – offer a wide range of enjoyable foods and beverages that are loved worldwide.About Data & AnalyticsPepsiCo Data & Analytics transforms data into...

  • Machine Learning Engineer

    hace 3 semanas

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a global food and beverage leader with a diverse portfolio of brands that generate significant revenue. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – offer a wide range of enjoyable foods and beverages that are loved worldwide.About Data & AnalyticsPepsiCo Data & Analytics transforms data into...

  • Machine Learning Engineer

    hace 2 meses

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a leading global food and beverage company with a diverse portfolio of brands that generate over $1 billion in annual retail sales. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – offer a wide range of enjoyable foods and beverages that are loved by consumers worldwide.About Data & AnalyticsPepsiCo's...

  • Machine Learning Engineer

    hace 2 meses

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a leading global food and beverage company with a diverse portfolio of brands that generate over $1 billion in annual retail sales. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – offer a wide range of enjoyable foods and beverages that are loved by consumers worldwide.About Data & AnalyticsPepsiCo's...

  • Machine Learning Engineer

    hace 2 semanas

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a global food and beverage leader with a diverse portfolio of brands that generate significant revenue. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay, and Pepsi-Cola – offer a wide range of enjoyable foods and beverages that are loved worldwide.About Data & AnalyticsPepsiCo Data & Analytics transforms data into...

  • Machine Learning Engineer

    hace 1 mes

    Las Rozas de Madrid, España Plain Concepts A tiempo completo

    At Plain Concepts, we are collaborating with one of our clients, leader in technological innovation for the Legal sector in Spain, developing pioneering solutions in automation, artificial intelligence, and specialized software. We are looking for a talented and creative **Machine Learning Engineer** to join our team of experts and collaborate in the...

  • Machine Learning Engineering Manager

    hace 2 semanas

    Corrales de Duero, España NLP PEOPLE A tiempo completo

    Job Description:About the RoleDow Jones is seeking an experienced Machine Learning Engineering Manager to lead our team of machine learning engineers. You will be responsible for managing the implementation of advanced machine learning solutions, ensuring their seamless integration and operational success. Your leadership will play a crucial role in guiding...

  • **Software Engineer** with expertise in machine learning and data analysis.

    hace 1 día

    Hospitalet de Llobregat, Barcelona, España Obramat A tiempo completo

    We are seeking a highly skilled Software Engineer with expertise in machine learning and data analysis to join our team.The ideal candidate will have a strong background in software development and a passion for working with complex data sets.Responsibilities include developing and deploying predictive models, analyzing data to inform business decisions, and...

  • Machine Learning Engineer

    hace 3 meses

    Cornellà del Terri, España PepsiCo A tiempo completo

    Overview About Pepsico PepsiCo is a global food and beverage leader with a product portfolio including 22 brands that generate more than $1 billion each in annual retail sales. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay and Pepsi-Cola – make hundreds of enjoyable foods and beverages that are loved throughout the world.At PepsiCo, you...

  • Global Agro Data Science Senior Analyst

    hace 1 semana

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    OverviewAt PepsiCo, we're looking for a skilled Senior Data Analyst to join our Global Agro Data Science team. As a key member of our analytics team, you'll play a crucial role in driving our digital evolution and accelerating transformation across our global operations.As part of the Analytics stream of the Global Agro Digital Transformation initiative,...

  • Machine Learning Engineer

    hace 7 días

    Cornellà del Terri, Gerona, España PepsiCo A tiempo completo

    About PepsiCoPepsiCo is a global food and beverage leader with a diverse portfolio of 22 brands that generate over $1 billion in annual retail sales. Our main businesses – Quaker, Tropicana, Gatorade, Frito-Lay, and Pepsi-Cola – offer a wide range of enjoyable foods and beverages loved worldwide.About Data & AnalyticsPepsiCo Data & Analytics transforms...

  • Data Scientist

    hace 10 horas

    Santa Cruz de Tenerife, Santa Cruz de Tenerife, España Cronoshare A tiempo completo

    Key Responsibilities:• Develop and implement machine learning models to drive business growth.• Collaborate with cross-functional teams to design and implement data-driven solutions.Requirements:• Bachelor's degree in Computer Science or related field.• Strong programming skills in Python or R.• Experience with machine learning libraries and...

  • Senior Data Scientist

    hace 2 meses

    El Prat de Llobregat, Barcelona, España Clarivate A tiempo completo

    About the RoleWe are seeking a highly skilled Senior Data Scientist to join our Life Sciences and Healthcare team at Clarivate. As a key member of our team, you will be responsible for developing and implementing cutting-edge machine learning and AI models to support our business goals.Key ResponsibilitiesResearch and identify machine learning and natural...