Data Scientist
Формат работы: remote, Москва
Зарплата: $4000-5000 gross а месяц
Название компании: ClearScale
О проекте:
ClearScale is running various projects closely related to Machine Learning, Artificial Intelligence and Internet Of Things.
One of the projects is aiming at creation of valuable 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