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Data Scientists

Computer and Mathematical (15-2051)
Bright Outlook

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

At a Glance

Data Scientists earns a median of $112,590/yr with +33.5% projected growth. Typical entry: Bachelor's degree. Top skills: UNIX, Structured query language SQL, Tableau.

Median Annual Wage

$112,590/yr

Projected Growth (2024-34)

+33.5%

Annual Openings

23

Typical Education

Bachelor's degree

Skills & Requirements

Technology (55)

UNIX

Category: Operating system software | Hot Technology

4.5
Structured query language SQL

Category: Data base user interface and query software | Hot Technology

4.5
Tableau

Category: Business intelligence and data analysis software | Hot Technology

4.5
TensorFlow

Category: Analytical or scientific software | Hot Technology

4.5
Teradata Database

Category: Data base management system software | Hot Technology

4.5
The MathWorks MATLAB

Category: Analytical or scientific software | Hot Technology

4.5
Alteryx software

Category: Business intelligence and data analysis software | Hot Technology

4.5
Amazon Elastic Compute Cloud EC2

Category: Data base user interface and query software | Hot Technology

4.5
Amazon Redshift

Category: Data base user interface and query software | Hot Technology

4.5
Amazon Web Services AWS software

Category: Data base user interface and query software | Hot Technology

4.5
Apache Airflow

Category: Procedure management software | Hot Technology

4.5
Apache Cassandra

Category: Data base management system software | Hot Technology

4.5
Apache Hadoop

Category: Data base management system software | Hot Technology

4.5
Apache Hive

Category: Data base management system software | Hot Technology

4.5
Apache Kafka

Category: Development environment software | Hot Technology

4.5
Apache Spark

Category: Business intelligence and data analysis software | Hot Technology

4.5
Atlassian Confluence

Category: Project management software | Hot Technology

4.5
Atlassian JIRA

Category: Content workflow software | Hot Technology

4.5
Bash

Category: Operating system software | Hot Technology

4.5
C

Category: Development environment software | Hot Technology

4.5
Docker

Category: Application server software | Hot Technology

4.5
Elasticsearch

Category: Data base management system software | Hot Technology

4.5
Git

Category: File versioning software | Hot Technology

4.5
GitHub

Category: Application server software | Hot Technology

4.5
Go

Category: Development environment software | Hot Technology

4.5
IBM SPSS Statistics

Category: Analytical or scientific software | Hot Technology

4.5
JavaScript

Category: Web platform development software | Hot Technology

4.5
JavaScript Object Notation JSON

Category: Web platform development software | Hot Technology

4.5
Jenkins CI

Category: Enterprise application integration software | Hot Technology | In Demand

4.5
Kubernetes

Category: Application server software | Hot Technology

4.5
Linux

Category: Operating system software | Hot Technology

4.5
Microsoft Access

Category: Data base user interface and query software | Hot Technology

4.5
Microsoft Azure software

Category: Development environment software | Hot Technology

4.5
Microsoft Excel

Category: Spreadsheet software | Hot Technology | In Demand

4.5
Microsoft Office software

Category: Office suite software | Hot Technology | In Demand

4.5
Microsoft Power BI

Category: Business intelligence and data analysis software | Hot Technology

4.5
Microsoft PowerPoint

Category: Presentation software | Hot Technology | In Demand

4.5
Microsoft SQL Server

Category: Data base user interface and query software | Hot Technology

4.5
MongoDB

Category: Data base management system software | Hot Technology

4.5
NoSQL

Category: Data base management system software | Hot Technology

4.5
Oracle Java

Category: Object or component oriented development software | Hot Technology

4.5
Perl

Category: Object or component oriented development software | Hot Technology

4.5
PostgreSQL

Category: Object oriented data base management software | Hot Technology

4.5
Python

Category: Object or component oriented development software | Hot Technology

4.5
PyTorch

Category: Data base user interface and query software | Hot Technology

4.5
R

Category: Object or component oriented development software | Hot Technology

4.5
Ruby

Category: Development environment software | Hot Technology

4.5
SAS

Category: Analytical or scientific software | Hot Technology

4.5
Scala

Category: Object or component oriented development software | Hot Technology

4.5
Shell script

Category: Operating system software | Hot Technology

4.5
Snowflake

Category: Data mining software | Hot Technology | In Demand

4.5
Splunk Enterprise

Category: Cloud-based management software | Hot Technology

4.5
pandas

Category: Data base user interface and query software | In Demand

4.0
Scikit-learn

Category: Development environment software | In Demand

4.0
NumPy

Category: Data base user interface and query software | In Demand

4.0

Work Styles (2)

Dependability

A tendency to be reliable, responsible, and consistent in meeting work-related obligations.

4.3
Attention to Detail

A tendency to be detail-oriented, organized, and thorough in completing work.

3.6

Careers with Overlapping Skills

These occupations share the most skills. A career transition between them means many of your skills transfer directly.

Explore Key Skills

Frequently Asked Questions

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