Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > South Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 69 92 104
Rank change year-on-year +23 +12 +13
Permanent jobs citing Big Data 24 20 12
As % of all permanent IT jobs advertised in South Yorkshire 2.16% 1.43% 0.75%
As % of the Database & Business Intelligence category 7.10% 5.10% 2.29%
Number of salaries quoted 17 18 12
South Yorkshire median annual salary £50,000 £75,000 £32,500
Median salary % change year-on-year -33.33% +130.77% -22.62%
10th Percentile £36,000 £39,250 £27,500
90th Percentile £60,000 £82,500 £41,900
Yorkshire median annual salary £47,500 £52,750 £44,250
% change year-on-year -9.95% +19.21% +4.12%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 338 392 523
As % of all permanent IT jobs advertised in South Yorkshire 30.48% 28.06% 32.75%
Number of salaries quoted 274 331 482
South Yorkshire median annual salary £40,000 £37,500 £35,750
Median salary % change year-on-year +6.67% +4.90% +2.14%
10th Percentile £26,250 £26,250 £23,050
90th Percentile £60,000 £57,500 £53,750
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Big Data
Job Vacancy Trend in South Yorkshire

Job postings citing Big Data as a percentage of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Big Data in South Yorkshire

Big Data
Salary Trend in South Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in South Yorkshire.

Salary trend for Big Data in South Yorkshire

Big Data
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Big Data in South Yorkshire over the 6 months to 22 November 2017.

Salary histogram for Big Data in South Yorkshire

Big Data
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the South Yorkshire region over the 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield +8 20 £45,000 -40.00% 3
Big Data
Yorkshire

For the 6 months to 22 November 2017, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South Yorkshire region with a requirement for Big Data.

1 13 (54.17%) Java
2 12 (50.00%) Agile Software Development
3 11 (45.83%) Linux
4 7 (29.17%) Computer Science
5 6 (25.00%) Analytics
5 6 (25.00%) Relational Database
5 6 (25.00%) Apache Thrift
5 6 (25.00%) Git (software)
5 6 (25.00%) REST
5 6 (25.00%) Spring
5 6 (25.00%) Degree
5 6 (25.00%) Unix
5 6 (25.00%) Apache
6 5 (20.83%) Management Information System
6 5 (20.83%) Analytical Skills
6 5 (20.83%) DevOps
7 4 (16.67%) Guava
7 4 (16.67%) R
7 4 (16.67%) Node.js
7 4 (16.67%) BDD
7 4 (16.67%) MongoDB
7 4 (16.67%) Continuous Integration
7 4 (16.67%) Unit Testing
7 4 (16.67%) Stakeholder Management
7 4 (16.67%) TDD
7 4 (16.67%) JSON
7 4 (16.67%) Mathematics
7 4 (16.67%) Applied Mathematics
7 4 (16.67%) Statistics
7 4 (16.67%) Information Management

Big Data
Co-occurring IT Skills in South Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (25.00%) Apache
2 2 (8.33%) Apache Spark
3 1 (4.17%) Apache Pig
3 1 (4.17%) IBM Notes
3 1 (4.17%) SAS
Applications
1 1 (4.17%) Microsoft Excel
1 1 (4.17%) Microsoft PowerPoint
1 1 (4.17%) MS Visio
Cloud Services
1 2 (8.33%) GitHub
2 1 (4.17%) Amazon AWS
Communications & Networking
1 4 (16.67%) HTTP
Database & Business Intelligence
1 6 (25.00%) Relational Database
2 4 (16.67%) MongoDB
2 4 (16.67%) RDBMS
3 3 (12.50%) Data Mining
3 3 (12.50%) Hadoop
3 3 (12.50%) NoSQL
4 1 (4.17%) Apache Hive
4 1 (4.17%) Data Warehouse
4 1 (4.17%) Impala
4 1 (4.17%) Spotfire
Development Applications
1 6 (25.00%) Git (software)
2 4 (16.67%) JUnit
3 2 (8.33%) Ant
3 2 (8.33%) Cucumber
3 2 (8.33%) Eclipse
3 2 (8.33%) Gradle
3 2 (8.33%) Jenkins
3 2 (8.33%) Maven
3 2 (8.33%) Selenium
3 2 (8.33%) WebDriver
General
1 2 (8.33%) Banking
1 2 (8.33%) Finance
2 1 (4.17%) Automotive
2 1 (4.17%) Financial Institution
2 1 (4.17%) Private Banking
2 1 (4.17%) Retail Banking
Job Titles
1 10 (41.67%) Developer
2 7 (29.17%) Data Scientist
2 7 (29.17%) Java Developer
3 4 (16.67%) Lead Developer
3 4 (16.67%) Senior Data Scientist
4 2 (8.33%) Automation Tester
4 2 (8.33%) Java Engineer
4 2 (8.33%) Java Software Developer
4 2 (8.33%) Senior Java Engineer
4 2 (8.33%) Software Developer
4 2 (8.33%) Tester
5 1 (4.17%) Android Developer
5 1 (4.17%) Data Analyst
5 1 (4.17%) iOS Developer
5 1 (4.17%) Java Team Leader
5 1 (4.17%) Junior
5 1 (4.17%) Junior Developer
5 1 (4.17%) Junior Java Developer
5 1 (4.17%) SAS Data Analyst
5 1 (4.17%) Team Leader
Libraries, Frameworks & Software Standards
1 6 (25.00%) Apache Thrift
1 6 (25.00%) REST
1 6 (25.00%) Spring
2 4 (16.67%) Guava
2 4 (16.67%) JSON
2 4 (16.67%) Node.js
3 3 (12.50%) Web Services
4 2 (8.33%) AngularJS
4 2 (8.33%) Apache Flex
4 2 (8.33%) Gherkin
4 2 (8.33%) Hibernate
4 2 (8.33%) J2EE
4 2 (8.33%) JPA
4 2 (8.33%) RESTful
4 2 (8.33%) Spring Boot
5 1 (4.17%) CSS
5 1 (4.17%) HTML
Miscellaneous
1 7 (29.17%) Computer Science
2 5 (20.83%) Analytical Skills
2 5 (20.83%) Management Information System
3 3 (12.50%) Algorithms
3 3 (12.50%) Fintech
3 3 (12.50%) Greenfield Project
3 3 (12.50%) Smartphone
4 2 (8.33%) Linux Command Line
4 2 (8.33%) User Experience
Operating Systems
1 11 (45.83%) Linux
2 6 (25.00%) Unix
3 2 (8.33%) Ubuntu
4 1 (4.17%) Android
4 1 (4.17%) Apple iOS
Processes & Methodologies
1 12 (50.00%) Agile Software Development
2 6 (25.00%) Analytics
3 5 (20.83%) DevOps
4 4 (16.67%) Applied Mathematics
4 4 (16.67%) BDD
4 4 (16.67%) Continuous Integration
4 4 (16.67%) Data Analysis
4 4 (16.67%) Information Management
4 4 (16.67%) Mathematics
4 4 (16.67%) Stakeholder Management
4 4 (16.67%) Statistics
4 4 (16.67%) TDD
4 4 (16.67%) Unit Testing
5 3 (12.50%) Anti-Money Laundering
6 2 (8.33%) Artificial Intelligence
6 2 (8.33%) Mobile Development
6 2 (8.33%) Open Source
6 2 (8.33%) Telematics
6 2 (8.33%) Test Automation
6 2 (8.33%) Test Scripting
Programming Languages
1 13 (54.17%) Java
2 4 (16.67%) Python
2 4 (16.67%) R
2 4 (16.67%) SQL
3 3 (12.50%) JavaScript
4 2 (8.33%) Groovy
4 2 (8.33%) PHP
5 1 (4.17%) C#
Qualifications
1 6 (25.00%) Degree
2 1 (4.17%) Computer Science Degree
2 1 (4.17%) Numerate Degree
Quality Assurance & Compliance
1 1 (4.17%) Actionable Recommendations
System Software
1 2 (8.33%) Docker
Systems Management
1 2 (8.33%) Rancher
Vendors
1 1 (4.17%) Lotus