Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Yorkshire > South Yorkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 71 84 108
Rank change year-on-year +13 +24 +1
Permanent jobs citing Data Analysis 22 23 11
As % of all permanent IT jobs advertised in South Yorkshire 1.98% 1.66% 0.67%
As % of the Processes & Methodologies category 2.30% 1.95% 0.77%
Number of salaries quoted 18 26 9
South Yorkshire median annual salary £27,500 £37,500 £23,500
Median salary % change year-on-year -26.67% +59.57% -27.69%
10th Percentile £21,250 £26,875 £15,100
90th Percentile £51,500 £50,000 £46,350
Yorkshire median annual salary £40,000 £40,000 £35,000
% change year-on-year - +14.29% +2.94%

Data Analysis is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Permanent vacancies with a requirement for process or methodology skills 955 1179 1423
As % of all permanent IT jobs advertised in South Yorkshire 86.11% 85.06% 87.14%
Number of salaries quoted 800 968 1254
South Yorkshire median annual salary £40,000 £40,000 £38,250
Median salary % change year-on-year - +4.58% +4.79%
10th Percentile £25,750 £26,250 £24,250
90th Percentile £60,000 £61,250 £58,750
Yorkshire median annual salary £42,500 £41,750 £40,000
% change year-on-year +1.80% +4.38% +1.27%

Data Analysis
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Analysis in South Yorkshire

Data Analysis
Salary Trend in South Yorkshire

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

Salary trend for Data Analysis in South Yorkshire

Data Analysis
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Data Analysis in South Yorkshire over the 6 months to 17 November 2017.

Salary histogram for Data Analysis in South Yorkshire

Data Analysis
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 Data Analysis within the South Yorkshire region over the 6 months to 17 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 +4 13 £27,500 -21.43%
Doncaster +10 8 £28,750 -25.81% 1
Data Analysis
Yorkshire

For the 6 months to 17 November 2017, IT jobs citing Data Analysis 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 Data Analysis.

1 8 (36.36%) Microsoft Excel
2 7 (31.82%) SQL
2 7 (31.82%) OLAP
2 7 (31.82%) Management Information System
2 7 (31.82%) Analytical Skills
2 7 (31.82%) IFS
3 6 (27.27%) Change Management
3 6 (27.27%) Crystal Reports
4 5 (22.73%) Linux
4 5 (22.73%) Finance
4 5 (22.73%) Banking
4 5 (22.73%) Mathematics
5 4 (18.18%) Big Data
5 4 (18.18%) Cybersecurity
5 4 (18.18%) REST
5 4 (18.18%) Budgeting and Forecasting
5 4 (18.18%) Linux Command Line
5 4 (18.18%) Proactive Monitoring
5 4 (18.18%) Security Operations
5 4 (18.18%) CIMA
5 4 (18.18%) Investment Banking
5 4 (18.18%) Data Security
5 4 (18.18%) Active Directory
5 4 (18.18%) ACCA
6 3 (13.64%) ERP
6 3 (13.64%) Smartphone
6 3 (13.64%) Agile Software Development
6 3 (13.64%) Degree
7 2 (9.09%) Web Development
7 2 (9.09%) Bash Shell

Data Analysis
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 2 (9.09%) Apache
1 2 (9.09%) SAS
2 1 (4.55%) IBM Notes
Applications
1 8 (36.36%) Microsoft Excel
2 2 (9.09%) Microsoft PowerPoint
2 2 (9.09%) MS Visio
3 1 (4.55%) Microsoft Office
3 1 (4.55%) SPSS
Business Applications
1 1 (4.55%) SAP CO
1 1 (4.55%) SAP FI
1 1 (4.55%) SAP FI/CO
Cloud Services
1 1 (4.55%) Amazon AWS
Database & Business Intelligence
1 7 (31.82%) OLAP
2 6 (27.27%) Crystal Reports
3 4 (18.18%) Big Data
4 2 (9.09%) MySQL
5 1 (4.55%) Data Warehouse
5 1 (4.55%) Hadoop
5 1 (4.55%) MS Access
5 1 (4.55%) NoSQL
5 1 (4.55%) Spotfire
Development Applications
1 2 (9.09%) Git (software)
1 2 (9.09%) JUnit
General
1 5 (22.73%) Banking
1 5 (22.73%) Finance
2 4 (18.18%) Investment Banking
3 1 (4.55%) Manufacturing
3 1 (4.55%) Private Banking
3 1 (4.55%) Retail Banking
Job Titles
1 12 (54.55%) Analyst
2 5 (22.73%) Data Analyst
3 4 (18.18%) Business Manager
3 4 (18.18%) Finance Manager
3 4 (18.18%) Junior
3 4 (18.18%) Junior Business Manager
4 3 (13.64%) Developer
4 3 (13.64%) Support Analyst
5 2 (9.09%) Administrator
5 2 (9.09%) Applications Support
5 2 (9.09%) Applications Support Analyst
5 2 (9.09%) Business Analyst
5 2 (9.09%) Systems Administrator
6 1 (4.55%) Business Intelligence Analyst
6 1 (4.55%) Business Support Analyst
6 1 (4.55%) Java Developer
6 1 (4.55%) Report Analyst
6 1 (4.55%) SAS Analyst
6 1 (4.55%) SAS Data Analyst
6 1 (4.55%) Technical Analyst
Libraries, Frameworks & Software Standards
1 4 (18.18%) REST
2 2 (9.09%) Apache Thrift
2 2 (9.09%) LAMP
2 2 (9.09%) SOAP
2 2 (9.09%) WSDL
2 2 (9.09%) XML
3 1 (4.55%) Web Services
Miscellaneous
1 7 (31.82%) Analytical Skills
1 7 (31.82%) Management Information System
2 4 (18.18%) Linux Command Line
3 3 (13.64%) Smartphone
4 2 (9.09%) Computer Science
4 2 (9.09%) User Experience
Operating Systems
1 5 (22.73%) Linux
2 2 (9.09%) Unix
3 1 (4.55%) Android
3 1 (4.55%) Apple iOS
Processes & Methodologies
1 6 (27.27%) Change Management
2 5 (22.73%) Mathematics
3 4 (18.18%) Budgeting and Forecasting
3 4 (18.18%) Cybersecurity
3 4 (18.18%) Data Security
3 4 (18.18%) Proactive Monitoring
3 4 (18.18%) Security Operations
4 3 (13.64%) Agile Software Development
4 3 (13.64%) ERP
5 2 (9.09%) Business Intelligence
5 2 (9.09%) Mobile Development
5 2 (9.09%) Waterfall
5 2 (9.09%) Web Development
6 1 (4.55%) Anti-Money Laundering
6 1 (4.55%) Capacity Planning
6 1 (4.55%) Monte Carlo Method
6 1 (4.55%) Telematics
6 1 (4.55%) Unit Testing
6 1 (4.55%) Visualisation
6 1 (4.55%) Wealth Management
Programming Languages
1 7 (31.82%) SQL
2 2 (9.09%) Bash Shell
2 2 (9.09%) Java
2 2 (9.09%) PHP
3 1 (4.55%) MATLAB
3 1 (4.55%) R
Qualifications
1 4 (18.18%) ACCA
1 4 (18.18%) CIMA
2 3 (13.64%) Degree
3 1 (4.55%) Computer Science Degree
3 1 (4.55%) Numerate Degree
Quality Assurance & Compliance
1 1 (4.55%) Actionable Recommendations
System Software
1 4 (18.18%) Active Directory
Vendors
1 7 (31.82%) IFS
2 1 (4.55%) Lotus
2 1 (4.55%) SAP