Necessary skills for Data Scientist : skills and requirements
General requirements of a Data Scientist
• Bachelor's degree in Math, Computer Science, Statistics, Engineering or other related field
• At least 5 years of experience in a data-related field
• Proficient in programming languages such as Python, R, and SQL
• Understanding of machine learning algorithms and techniques
• Knowledge of big data tools (e.g. Hadoop, Spark) and data visualization tools (e.g. Tableau, D3.js)
Skills and Behaviours for a Data Scientist
Big data
Hadoop
Data visualization
Metrics
Power BI
SAP Analytics
SAS
Tableau
Machine Learning
Cognitive Toolkit
Scikit-learn, scikit
TensorFlow
Programming languages
Java
Python
R
Scala
Analytical thinking
Gathering information and data
Identifying cause and effect relationships
Think analytically
Problem solving
Identifying and anticipating problems
Implementing solutions
Making fact based decisions to solve problems