Machine Learning Specialist
1 settimana fa
Position Overview
We are seeking a dedicated and skilled Data Scientist to contribute to our analytics initiatives. In this position, you will leverage data science methodologies and analytical techniques to address real-world business challenges across diverse areas.
Key Responsibilities
- Execute data workflow activities including extraction, mining, preparation, quality assurance, KPI enhancement, modeling, validation, and deriving business insights.
- Utilize advanced analytical methods within a big data framework, integrating multiple data sources.
- Design and implement machine and deep learning models for cross-functional applications aimed at enhancing customer value and operational effectiveness.
Preferred Qualifications
- A Master's Degree in a quantitative discipline (Statistics, Computer Science, Machine Learning, Data Science, etc.) or equivalent professional experience.
- At least 2 years of relevant industry experience in predictive modeling, data analysis, and data science.
- Proficient in data wrangling and preparation techniques: exploratory analysis, profiling and cleansing, feature selection, feature engineering, segmentation, clustering, and PCA.
- Strong command of programming languages such as Python, SQL, R, along with data science libraries (Pandas, Scikit-learn, XGBoost) and MLOps tools (Git, Airflow, Kubernetes).
- Experience with machine learning and deep learning libraries, including scikit-learn, caret, mlr, mllib, Keras, TensorFlow, and PyTorch.
- Familiarity with cloud computing resources, integrated development environments (PyCharm, Visual Studio), and version control systems (Git) is highly desirable.
- Experience in utilizing GPUs for model development.
- Preferred background in Natural Language Processing and Cognitive applications.
- Proven ability to navigate ambiguity, prioritize tasks, and achieve results in a fast-paced environment.
- Excellent written and verbal communication skills.
- Fluency in both Italian and English.
- Knowledge of digital marketing or advertising is an advantage.
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