Data Scientist

Responsibility

The common responsibilities for this position include developing and implementing AI algorithms for data analysis and feature extraction, collaborating with cross-functional teams to integrate AI solutions into various applications, leading and mentoring a team of data scientists, conducting research on machine learning and AI technologies, and developing machine learning models to address business challenges. Additional duties involve analyzing large datasets to extract insights, creating predictive models, transforming business questions into quantitative problems, and ensuring data quality through preprocessing and validation. The role also encompasses developing data pipelines, optimizing algorithms, and communicating findings to stakeholders.

Job Growth

Skills Requirement

The percentages next to each skill reflect the sector’s demands in these respective skills. E.g., 30% means this skill has been listed in 30% of all the job postings in this sector.

• Skill Categories
• Specific Skill Sets

Skills Distribution

The skills distribution tells you what specific skill sets are in demand. E.g., Skills with a distribution of “More than 50%” means that these skills are wanted in more than 50% of the job postings.

• More Than 70%
• More Than 50%
• More Than 30%
• More Than 10%