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Data Scientist

2 mesi fa

Milano, Lombardia, Italia EssilorLuxottica A tempo pieno
Job Title: Data Scientist

We are seeking a talented and experienced Data Scientist to join our team at EssilorLuxottica. As a key member of our data science team, you will be responsible for developing, deploying, and maintaining machine learning models that power critical business applications.

Key Responsibilities:
  • Develop and implement machine learning models for various business use cases, focusing on their successful deployment and integration into production systems.
  • Collaborate with data engineers and software engineers to design and implement scalable data pipelines, ensuring the smooth flow of data from ingestion to model training and inference.
  • Conduct exploratory data analysis to identify patterns, trends, and potential insights that can be leveraged for ML model development and improvement.
  • Fine-tune and optimize ML models for performance, scalability, and accuracy, considering factors such as feature engineering, model selection, hyperparameter tuning, and ensemble methods.
  • Deploy ML models into production environments, working closely with DevOps teams to ensure reliability, scalability, and monitoring of model performance.
  • Conduct rigorous testing and validation of ML models, ensuring their robustness and stability in real-world scenarios.
  • Monitor and analyze model performance, identifying areas for improvement and proactively making adjustments as needed.
Requirements:
  • Bachelor's degree in Computer Science, Data Science, Statistics, or a related field.
  • Proven experience as a data scientist, with a focus on machine learning in a production environment.
  • Strong programming skills in languages such as Python or R, with experience using ML libraries and frameworks like TensorFlow, PyTorch, or scikit-learn.
  • Solid understanding of statistical modeling, data mining, and machine learning techniques, including regression, classification, clustering, and deep learning.
  • Experience with deploying ML models in production, using frameworks like TensorFlow Serving, Kubernetes, or Docker.
  • Proficiency in working with large datasets and data preprocessing techniques.
  • Strong problem-solving skills, with the ability to translate business objectives into ML solutions.
  • Excellent communication skills, with the ability to effectively convey complex concepts to technical and non-technical stakeholders.
What We Offer:

As a Data Scientist at EssilorLuxottica, you will have the opportunity to work with a talented team of data scientists and engineers to develop and deploy machine learning models that drive business value. You will also have access to cutting-edge technologies and tools, as well as opportunities for professional growth and development.