Data Scientist at ClearScale

Data Scientist
ClearScale
4.000 to 5.000 USD Gross per month
Moscow / Remote

ClearScale is running various projects closely related to Machine Learning, Artificial Intelligence and Internet Of Things. One of the projects creates insights and forecasts for stock market investors and traders based on companies fundamentals, contracts data, news feed sentiment

Обязанности:
• Select and justify the appropriate ML approach for a given business problem
• Design and implement scalable, cost-optimized, reliable, and secure ML solutions
• The ability to express the intuition behind basic ML algorithms
• Create data repositories for machine learning
• Identify and implement a data-ingestion solution
• Identify and implement a data-transformation solution
• Sanitize and prepare data for modeling
• Perform feature engineering (missing and unbalanced data, outliers)
• Analyze and visualize data for machine learning
• Train machine learning models
• Perform model tuning (learning rate, regularization techniques), hyperparameter optimization
• Evaluate machine learning models
• Deploy and operationalize machine learning solutions

Требования:
• Bachelor or Specialist/Masters in Computer Science, Statistics, Informatics, Information Systems or another quantitative field
• 2+ years of experience in Machine Learning/Data Science applications (classical and deep learning models, ensemble learning)
• 2+ years of experience in Python MLframeworks (NumPy, SciPy, scikit_learn, Pandas, Jupyter, Matplotlib)

Контакты:
@dzemp