ML Engineer: Build, Deploy & Scale AI Models

HP; Barcelona; Presencial; EUR 90.000 - 130.000; Jornada completa

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Descripción de la vacante

HP in Barcelona is seeking a skilled Machine Learning Engineer to lead development and deployment of ML models that drive business value. You will research algorithms, train models, and ensure production readiness with scalable, reliable pipelines.

You will collaborate with CI/CD, research, and engineering teams to improve automated training, monitor models in production, and apply data-driven techniques to solve complex problems across the organization.

Formación

• Four-year or graduate degree in CS, Statistics, Mathematics, Data Science or related field.
• Typically 4–7 years of work experience in programming, ML, algorithms, or related field.

Responsabilidades

• Develops and programs integrated software solutions, especially in support of the development, deployment and life cycle of machine learning models.
• Trains and validates models using appropriate evaluation metrics and techniques.
• Optimizes and tunes hyperparameters to improve model performance and generalization.
• Deploys machine learning models to production environments, ensuring scalability, reliability, and efficiency.
• Monitors and maintains deployed models, making necessary updates to adapt to changing data or requirements.
• Spearheads the design of ML systems, experiments with ML algorithms, and regularly trains systems for maximum efficiency.
• Designs, develops, tests, and maintains ML pipelines that efficiently produce scalable models.
• Cooperates with CI/CD teams to ensure seamless deployment of models to production.
• Partners with research and engineering teams to enhance automated model training techniques.
• Applies machine learning and statistical modeling techniques to business or research problems.

Conocimientos

Agile Methodology

Artificial Intelligence

Automation

Big Data

Data Science

Deep Learning

Machine Learning

Software Engineering

Computer Science

Natural Language Processing

Educación

Four-year or graduate degree in Computer Science, Statistics, Mathematics, Data Science, or related discipline

Herramientas

AWS

Amazon Web Services

Microsoft Azure

Apache Spark

TensorFlow

PyTorch

Scikit-learn

Java

C++

Python

Descripción del empleo

HP in Barcelona is seeking a skilled Machine Learning Engineer to lead development and deployment of ML models that drive business value. You will research algorithms, train models, and ensure production readiness with scalable, reliable pipelines.

You will collaborate with CI/CD, research, and engineering teams to improve automated training, monitor models in production, and apply data-driven techniques to solve complex problems across the organization.