Technical skills include programming Python R SQL statistical analysis machine learning data visualization and experience with big data tools.
Soft skills include analytical thinking communication problem solving and teamwork
Programming
Proficiency in languages like Python R and SQL is essential for data manipulation analysis and model building
Statistics and Probability
A strong foundation in statistical analysis and probability is needed to understand and interpret data as well as develop machine learning models
Machine Learning
Understanding and applying various machine learning algorithms and techniques is crucial for building predictive models
Data Visualization
The ability to create effective visualizations that communicate insights from data is vital for presenting findings and making datadriven decisions
Data Wrangling and Database Management
Skills in cleaning transforming and managing data often using SQL or other database systems are essential for preparing data for analysis
Cloud Computing
Familiarity with cloud platforms like AWS Azure or Google Cloud and the ability to leverage them for data storage processing and analysis is becoming increasingly important
Natural Language Processing NLP
For working with text data understanding NLP techniques is beneficial
Big Data
Knowledge of big data technologies like Hadoop and Spark is helpful for handling large datasets
Soft Skills
Communication
The ability to effectively communicate complex data insights to both technical and nontechnical audiences is crucial
Critical Thinking
The ability to analyze problems identify solutions and evaluate results is essential for datadriven decisionmaking
Problem Solving
Data scientists need to be able to identify problems develop solutions and implement them effectively
Business Acumen
Understanding the business context and how data can be used to drive business outcomes is important
Teamwork
Data scientists often work in teams so collaboration and communication skills are important
Keyskills: Big Data Machine Learning Pyspark Natural Language Processing Hadoop Python SQL
[NSE: LTIMindtree] is a global technology consulting and digital solutions LTIMindtree company that enables enterprises across industries to reimagine business models, accelerate innovation, and maximize growth by harnessing digital technologies. As a digital transformation partner to more than 75...