Data Scientists
O*NET Code: 15-2051.00
Description
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.
🗺️ Explore Your Career Path
Visualize advancement opportunities, lateral moves, and skill development roadmaps. See interactive career maps showing transition difficulty and salary progression.
💼 Also Known As
Analytics ConsultantApplied ScientistData AnalystData Analytic ScientistData Analytics ManagerData Analytics ScientistData Analytics SpecialistData ArchitectData ConsultantData EconomistData EngineerData Management ScientistData Mining AnalystData ModelerData Quality AnalystData Science EngineerData Science InternData ScientistData SpecialistData Visualization Developer
⚡ Skills (0)
📚 Knowledge (0)
💪 Abilities (0)
🔧 Technologies & Tools (86)
🔥Alteryx software
Business intelligence and data analysis software
🔥Amazon Elastic Compute Cloud EC2
Data base user interface and query software
🔥Amazon Redshift
Data base user interface and query software
🔥Amazon Simple Storage Service S3
Storage networking software
🔥Amazon Web Services AWS software
Data base user interface and query software
🔥Apache Cassandra
Data base management system software
🔥Apache Hadoop
Data base management system software
🔥Apache Hive
Data base management system software
🔥Apache Kafka
Development environment software
🔥Apache Spark
Business intelligence and data analysis software
🔥Atlassian Confluence
Project management software
🔥Atlassian JIRA
Content workflow software
🔥Bash
Operating system software
🔥C
Development environment software
🔥C#
Object or component oriented development software
🔥C++
Object or component oriented development software
🔥Docker
Application server software
🔥Elasticsearch
Data base management system software
🔥Git
File versioning software
🔥GitHub
Application server software
🔥Go
Development environment software
🔥IBM SPSS Statistics
Analytical or scientific software
🔥JavaScript
Web platform development software
🔥JavaScript Object Notation JSON
Web platform development software
🔥Jenkins CI
Enterprise application integration software
🔥Kubernetes
Application server software
🔥Linux
Operating system software
🔥Microsoft Access
Data base user interface and query software
🔥Microsoft Azure software
Development environment software
🔥Microsoft Excel
Spreadsheet software
🔥Microsoft Office software
Office suite software
🔥Microsoft Power BI
Business intelligence and data analysis software
🔥Microsoft PowerPoint
Presentation software
🔥Microsoft SQL Server
Data base user interface and query software
🔥MongoDB
Data base management system software
🔥NoSQL
Data base management system software
🔥Oracle Java
Object or component oriented development software
🔥Perl
Object or component oriented development software
🔥PostgreSQL
Object oriented data base management software
🔥PyTorch
Data base user interface and query software
🔥Python
Object or component oriented development software
🔥R
Object or component oriented development software
🔥Ruby
Development environment software
🔥SAS
Analytical or scientific software
🔥Scala
Object or component oriented development software
🔥Shell script
Operating system software
🔥Splunk Enterprise
Enterprise system management software
🔥Structured query language SQL
Data base user interface and query software
🔥Tableau
Business intelligence and data analysis software
🔥TensorFlow
Analytical or scientific software
🔥Teradata Database
Data base management system software
🔥The MathWorks MATLAB
Analytical or scientific software
🔥UNIX
Operating system software
0Amazon Web Services AWS SageMaker
Cloud-based management software
0Apache Airflow
Procedure management software
0Apache MXNet
Industrial control software
0Apache Pig
Data base management system software
0BigQuery
Data base user interface and query software
0Business intelligence software
Business intelligence and data analysis software
0Flask
Development environment software
0Geographic information system GIS systems
Geographic information system
0Google Cloud software
Cloud-based management software
0Google Looker Analytics
Analytical or scientific software
0Julia
Development environment software
0Jupyter software
Object or component oriented development software
0Keras
Operating system software
0Kubeflow
Analytical or scientific software
0Management information systems MIS
Enterprise resource planning ERP software
0MapReduce big data software
Business intelligence and data analysis software
0Mathematical software
Analytical or scientific software
0Mlflow
Analytical or scientific software
0Neo4j
Data base user interface and query software
0NumPy
Data base user interface and query software
0OpenAI ChatGPT
Development environment software
0PySpark
Data base user interface and query software
0Qlik Tech QlikView
Business intelligence and data analysis software
0RESTful API
Web platform development software
0Reporting software
Data base reporting software
0SciPy
Object or component oriented development software
0Scikit-learn
Development environment software
0Shiny
Object or component oriented development software
0StataCorp Stata
Analytical or scientific software
0Statistical software
Analytical or scientific software
0XGBoost
Development environment software
0pandas
Data base user interface and query software
0spaCy
Object or component oriented development software
🔄 Career Transition Paths
Occupations with similar skills and natural career progression opportunities
Management Analysts
Salary: $50,000
Education: Zone 4 - High Prep
Market Research Analysts and Marketing Specialists
Salary: $50,000
Education: Zone 4 - High Prep
Financial Quantitative Analysts
Salary: $50,000
Education: Zone 5 - Extensive Prep(↑1 level)
Computer Systems Analysts
Salary: $50,000
Education: Zone 3 - Medium Prep(↓1 level)
Computer and Information Research Scientists
Salary: $50,000
Education: Zone 5 - Extensive Prep(↑1 level)
Database Architects
Salary: $50,000
Education: Zone 4 - High Prep
Data Warehousing Specialists
Salary: $50,000
Education: Zone 4 - High Prep
Geographic Information Systems Technologists and Technicians
Salary: $50,000
Education: Zone 3 - Medium Prep(↓1 level)
Mathematicians
Salary: $50,000
Education: Zone 5 - Extensive Prep(↑1 level)
Operations Research Analysts
Salary: $50,000
Education: Zone 5 - Extensive Prep(↑1 level)
📊 Skills Comparison
Data Scientists → Geographic Information Systems Technologists and Technicians
Transition Difficulty: Challenging (0% skill overlap)
✅ Transferable Skills (0)
Skills you already have that transfer to the new role