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Senior Data Scientist for AI-Driven Productivity Platform
Podcast
Lead BDM and Head of the Data & Desktop Department tells about team structure, technology stack, candidate requirements and other project details
Join SSA Group team working on an AI-powered productivity platform that enhances work efficiency and empowers employees, teams, and executives with real-time productivity awareness and actionable recommendations to unleash the potential for optimization and growth.
Project
The platform’s core is a cutting-edge AI that provides the world’s first standardized productivity score, determines optimal work patterns, identifies which actions most positively impact team productivity growth, and makes personalized, prioritized AI-driven recommendations.
The project caught the attention of Forbes and has been recognized as a Sample Vendor in the Gartner Report.
Technology Stack
- Programming language: Python
- Data manipulation libraries: Pandas, NumPy, Dask
- ML: TensorFlow, PyTorch, Scikit-learn
- AWS: S3, Data Pipelines, Athena
- Data visualization: Apache SuperSet
Team
CTO, Fullstack Engineer, AI team of 2 Data Scientists
Candidate Requirements
- 5+ years of experience in data science or data analysis
- Good skills in prototyping using Jupyter notebook
- Practical experience with data manipulation in Python using Pandas, NumPy
- Practical experience with data analysis and machine learning related Python libraries: TensorFlow, PyTorch, Scikit-learn
- Knowledge of data quality tools such as Great Expectations
- Bachelor’s or higher degree in a relevant field
- Upper intermediate or higher English level
Will Be a Plus
- Experience with AWS: Data Pipelines, S3, Athena
- Experience with Dask
- Team Leading experience
Responsibilities
- Perform data manipulation: ingestion, normalization, structuring, cleansing, validation, storage
- Perform deep data analysis and feature engineering
- Develop platform core features as well as customer specific implementations
- Communicate with CTO, development and AI teams
Work mode
Office Location
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