Position: Machine Learning Engineer
Company: Datrics
Experience required: 1y
Category: Data Science
English level: intermediate
Published: 2021-03-01T00:00:00+02:00

**Job Description**

Your primary focus will be on working with internal platform users and platform clients, developing horizontal platform functionality, implementing state-of-the-art approaches, and enabling coverage of vertical use-cases.

**Duties and Responsibilities**
- Development of horizontal datrics.ai platform functionality to cover ML state-of-the-art approaches and enable coverage of vertical cases
- Design and develop new bricks for datrics platform (python) from the scratch
- Review and refine the functionality of existing ML bricks and flow
- Participate in DS activities planning
- Contribute to the product concepts planning from a data science perspective

**Requirements**
Education and degree:
Masters or Bachelor Degree in a quantitative field (Math, Statistics, Computer Science, Engineering, Data Science, Operations Research, etc.).

**Specialized knowledge: **

- Proficiency in Python and SQL
- Experience with machine learning APIs/libraries: Scikit-learn, LightGBM, XGBoost, Prophet
- Experience in computer science, data analysis, and predictive modeling
- Experience with data processing via database querying (SQL) and dataframe classes

Understanding of the statistical and machine learning techniques and concepts:
- Exploratory Data Analysis and Distributions Fitting
- Supervised/Unsupervised learning, Models assessment, and comparison
- Classification and Regression Models, Time-series analysis and forecasting
- Cluster Analysis and Outliers Detection

- Data Warehousing, Collection and Transformation (Databases, database systems, SQL and NoSQL)
- Development Tools (SVN, Git)
- Understanding of software development company functioning
- Understanding of software development life cycles

**Skills & abilities:**
- Excellent time-management skills
- Coaching and supervisory skills
- Excellent estimation skills
- Team playing and result orientation skills
- Self-management skills