Machine Learning Engineer

hace 1 semana

Madrid Centro, Madrid, España CENTRIC SOFTWARE A tiempo completo
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our team at Centric Software. As a key member of our Data Science team, you will be responsible for developing and deploying machine learning models that drive business value and improve our competitive assortment benchmarking and market trend insights solution.

Key Responsibilities
  • Design, develop, and deploy machine learning pipelines and models that process large datasets and provide actionable insights.
  • Collaborate with cross-functional teams to integrate machine learning models into our platform and ensure seamless deployment.
  • Stay up-to-date with the latest industry trends and technologies to ensure our ML capabilities remain competitive and cutting-edge.
  • Contribute to the development of our data infrastructure, including feature engineering, feature store, model training, testing, monitoring, and deployment.
  • Work closely with data scientists to onboard and enable them with different levels of engineering expertise.
Requirements
  • 3+ years of experience working as a software engineer.
  • Bachelor's degree in Computer Science, Engineering, or related field.
  • 3+ years of experience as a production-level Python developer and deep learning frameworks: TensorFlow, Keras, or PyTorch.
  • Machine learning and Python data libraries like scikit-learn, pandas, or NumPy.
  • Experience with computer vision.
  • Experience with SQL databases: preferably PostgreSQL.
  • Django ORM.
  • Linux shell command line.
  • Version Control in a collaborative environment with Git.
  • Strong communication skills (written and oral) in English.
Bonus Points

Additionally, it would be nice if you have experience with:

  • Image processing libraries like OpenCV or Pillow.
  • MLOps frameworks like MLFlow.
  • Docker.
  • NLP processing libraries such as Spacy or NLTK.
  • Asynchronous processes with RabbitMQ and Celery.
  • System monitoring with InfluxDB, Grafana.
  • Working knowledge of containers (Docker).
  • Experience working with cloud-based infrastructures (AWS, Azure...).

Centric Software provides equal employment opportunities to all qualified applicants without regard to race, sex, sexual orientation, gender identity, national origin, color, age, religion, protected veteran or disability status or genetic information.

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