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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: PostgreSQL, Alteryx software, Amazon Elastic Compute Cloud EC2.

Median Annual Wage

$112,590/yr

Projected Growth (2024-34)

+33.5%

Annual Openings

23

Typical Education

Bachelor's degree

Skills & Requirements

Technology (85)

PostgreSQL

Category: Object oriented data base management 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
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
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
UNIX

Category: Operating system software | Hot Technology

4.5
pandas

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

4.0
NumPy

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

4.0
Scikit-learn

Category: Development environment software | In Demand

4.0
OpenAI ChatGPT

Category: Development environment software

3.0
Julia

Category: Development environment software

3.0
Apache MXNet

Category: Industrial control software

3.0
Apache Pig

Category: Data base management system software

3.0
SciPy

Category: Object or component oriented development software

3.0
StataCorp Stata

Category: Analytical or scientific software

3.0
Qlik Tech QlikView

Category: Business intelligence and data analysis software

3.0
Shiny

Category: Object or component oriented development software

3.0
BigQuery

Category: Data base user interface and query software

3.0
Business intelligence software

Category: Business intelligence and data analysis software

3.0
Reporting software

Category: Data base reporting software | In Demand

3.0
RESTful API

Category: Web platform development software | In Demand

3.0
Mlflow

Category: Analytical or scientific software

3.0
Flask

Category: Development environment software

3.0
Geographic information system GIS systems

Category: Geographic information system

3.0
Statistical software

Category: Analytical or scientific software

3.0
Neo4j

Category: Data base user interface and query software

3.0
spaCy

Category: Object or component oriented development software

3.0
Google Cloud software

Category: Cloud-based management software

3.0
Google Looker Analytics

Category: Analytical or scientific software

3.0
XGBoost

Category: Development environment software

3.0
Jupyter software

Category: Object or component oriented development software

3.0
Keras

Category: Operating system software

3.0
Kubeflow

Category: Analytical or scientific software

3.0
Amazon Simple Storage Service S3

Category: Storage networking software

3.0
Amazon Web Services AWS SageMaker

Category: Cloud-based management software | In Demand

3.0
Management information systems MIS

Category: Enterprise resource planning ERP software

3.0
MapReduce big data software

Category: Business intelligence and data analysis software

3.0
Mathematical software

Category: Analytical or scientific software

3.0
PySpark

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

3.0

Work Styles (21)

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
Integrity

A tendency to be honest and ethical at work.

2.9
Intellectual Curiosity

A tendency to seek out and acquire new work-related knowledge and obtain a deep understanding of work-related subjects.

2.1
Achievement Orientation

A tendency to establish and maintain personally challenging work-related goals, set high work-related standards, and exert high effort toward meeting those goals and standards.

1.4
Leadership Orientation

A tendency to lead, take charge, offer opinions, and provide direction at work.

1.0
Humility

A tendency to be modest and humble when interacting with others at work.

1.0
Sincerity

A tendency to be genuine and sincere in interactions with others at work, without concern for personal gain or self-interest.

1.0
Empathy

A tendency to show concern for others and be sensitive to others' needs and feelings at work.

1.0
Cooperation

A tendency to be pleasant, helpful, and willing to assist others at work.

1.0
Optimism

A tendency to exhibit a positive attitude and positive emotions at work, even under difficult circumstances.

1.0
Adaptability

A tendency to be open to and comfortable with change, new experiences, or ideas at work.

1.0
Cautiousness

A tendency to be careful, deliberate, and risk-avoidant when making work-related decisions or doing work.

1.0
Initiative

A tendency to be proactive and take on extra responsibilities and tasks that may fall outside of one's required work role.

1.0
Tolerance for Ambiguity

A tendency to be comfortable with ambiguity and uncertainty at work.

1.0
Stress Tolerance

A tendency to cope and function effectively in stressful situations at work.

1.0
Self-Control

A tendency to remain calm and composed and to manage emotions effectively in response to criticism or difficult situations at work.

1.0
Innovation

A tendency to be inventive, to be imaginative, and to adopt new perspectives on ways to accomplish work.

1.0
Social Orientation

A tendency to seek out, enjoy, and be energized by social interaction at work.

1.0
Self-Confidence

A tendency to believe in one's work-related capabilities and ability to control one's work-related outcomes.

1.0
Perseverance

A tendency to exhibit determination and resolve to perform or complete tasks in the face of difficult circumstances or obstacles at work.

1.0

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

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