Senior Data Scientist
Há 1 mês
Job Title: Senior Data Scientist
About the Role:
We are seeking an experienced Senior Data Scientist to join our team at Huntingti. As a Senior Data Scientist, you will be responsible for identifying data collection sources for problems, processing, treating, and integrating data for necessary analyses.
Main Responsibilities:
- Perform exploratory analysis of data aiming at organization, summarization, and visualization to obtain insights.
- Generate and validate hypotheses with the business and product areas.
- Create libraries and documentation of analyses and models.
- Create metrics to assess the quality of data and models.
- Use data science techniques and tools to optimize processes.
- Train and evaluate model convergence.
Mandatory Requirements:
- Research experience at the master's level in Physics, Mathematics, Engineering, Statistics, Computer Science, or related areas.
- Exceptional curriculum, including scientific initiation, project portfolio, awards in competitions, etc.
- Fluency in Python (Jupyter, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, etc.).
- Knowledge and experience in Machine Learning and Data Science methods, including supervised learning (regression and classification), unsupervised learning (clustering, dimensional reduction), and specific learning algorithms (Boosting, Random Forest, KNN, Neural Networks, etc.), along with knowledge of model performance metrics (Precision, Recall, ROC, F1, Accuracy, Gini, KS, etc.).
- Advanced English - mandatory.
Desirable Requirements:
- PhD.
- Experience with image processing and remote sensing.
- Academic or professional experience in Agribusiness.
- Professional experience with predictive modeling of at least 1 year.
- Experience with software engineering and Machine Learning engineering.
- Knowledge of Cloud environments (preferably AWS).
About Huntingti:
Huntingti is a technology consultancy that provides innovative solutions to clients in various industries. We are committed to delivering high-quality services and fostering a collaborative work environment.
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