Data Scientist Offline

Responsibilities:

— Research, design and implement machine learning algorithms for Media and Retail industries

— Apply data mining and artificial intelligence techniques to design complex analytical solutions

— Visualize data in an interactive way

— Automate manual processes and optimize data pipelines

— Perform technology and scientific consulting

— Work with and alongside business and technical stakeholders to identify solution requirements, business goals, and expected outcome

— Perform R&D and feasibility studies, communicate results and methodologies

— Deliver rapid prototypes and proof of concepts that demonstrate real value

— Communicate results, technical constraints, and decisions to the business and non-specialists

— Create and deliver progress reports, slide decks, proposals, and documentation

 

Skills:

— BS/MS/Ph.D. degree in computer science or related

— Strong analytical and quantitative skills

— Extensive knowledge and practical experience in Machine Learning, Data Mining, Recommender Systems, and Computational Advertising

— Strong experience with Natural Language Processing and/or Computer Vision

— Understanding of modern machine learning techniques and algorithms, such as random forest, neural networks, nearest neighbors, k-means etc.

— Practical experience with high-level programming languages and framework — Python and/or R

— Experience with data visualization tools, such as ggplot2, plotly, matplotlib

— Proficiency in using database query languages such as SQL and understanding of the ETL process

— Understanding of the software development process, Agile approach, and CI/CD

— Upper-Intermediate English level or higher (oral/written)

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