Data Scientist
New
E
EUROPEAN DYNAMICSSocial media analytics
Remotely (within EU)Full-TimeSenior
Salary not disclosed
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Job Details
- Languages
- Fluent in English; Excellent command of the English language.
- Experience
- Minimum 7 years of relevant working experience; minimum 3 years of professional experience in data science, data analysis, data visualisation and quantitative research; minimum 3 years of experience in statistical analysis, machine and deep learning model development, and model evaluation; minimum 2 years of experience in account-based data collection, scraping, and working with large-scale datasets from digital or social media sources.
- Required Skills
- PythonSQLMachine LearningData scienceData visualizationRDeep LearningNLP
Requirements
- Hold a university degree in IT or a relevant discipline, combined with at least 7 years of relevant working experience.
- Have at least 3 years of experience in data science, data analysis, data visualization, and quantitative research, including designing and implementing data pipelines, data cleaning, and data processing.
- Have at least 3 years of experience in statistical analysis, machine and deep learning model development, and model evaluation.
- Have at least 2 years of experience in account-based data collection, scraping, and working with large-scale digital or social media datasets.
- Know programming languages commonly used in data science for modeling and automation, such as Python, R, and SQL; Perl is optional.
- Know machine learning, deep learning, and natural language processing tools such as Scikit-learn, TensorFlow, PyTorch, and Hugging Face.
- Know web scraping tools and libraries and large-scale social media data collection, including account-based methodologies such as sock puppets.
- Know data engineering and data visualization tools.
- Know agile development methodologies and version control systems such as Git.
- Know project management software such as JIRA and Microsoft Project, and collaboration and documentation platforms such as Confluence and SharePoint.
- Have an excellent command of English.
Responsibilities
- Scrape and analyze social media data to study the impact of platform features on users.
- Evaluate the effectiveness of recommender systems and algorithms on social media platforms.
- Design and implement experiments using sock puppet methodologies for account-based data collection to test recommender systems' impact on users.
- Design and implement data visualizations to communicate social media insights to stakeholders.
- Support the project lifecycle by developing work plans and timelines, coordinating meetings and stakeholder interactions, tracking infrastructure requirements and resource allocation, monitoring progress against milestones and deliverables, and facilitating communication between technical teams and project leadership.
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