AI/ML Engineer: Build & Deploy Scalable Models

HP; Sant Cugat del Vallès; Presencial; EUR 60.000 - 90.000; Jornada completa

Descripción de la vacante

HP is seeking an AI/ML Engineer to specialize in development and deployment of machine learning models that drive innovation and business value. The role researches and implements ML algorithms, runs experiments, and trains systems for production readiness.

You will design and maintain scalable ML pipelines, collaborate with CI/CD teams, and partner with research and engineering to improve automated training and deployment processes in a fast-paced environment.

Formación

• Four-year or Graduate Degree in Computer Science, Statistics, Mathematics, Data Science or commensurate work experience.
• Typically has 4-7 years of work experience in computer programming languages, machine learning, algorithms, statistical methods, 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

ML Algorithms

Deep Learning

Python

PyTorch

TensorFlow

Scikit-learn

AWS

Azure

Apache Spark

C++

Java

NLP

Big Data

CI/CD

Software Engineering

Educación

Four-year or Graduate Degree in Computer Science, Statistics, Mathematics, Data Science

Typically 4-7 years of experience in ML/Systems/Algorithms

Herramientas

AWS

Azure

Apache Spark

TensorFlow

PyTorch

Scikit-learn

Descripción del empleo

HP is seeking an AI/ML Engineer to specialize in development and deployment of machine learning models that drive innovation and business value. The role researches and implements ML algorithms, runs experiments, and trains systems for production readiness.

You will design and maintain scalable ML pipelines, collaborate with CI/CD teams, and partner with research and engineering to improve automated training and deployment processes in a fast-paced environment.