Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
East of England > Hertfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 205 202 243
Rank change year-on-year -3 +41 -24
Permanent jobs citing SPSS 13 12 1
As % of all permanent IT jobs advertised in Hertfordshire 0.30% 0.27% 0.019%
As % of the Applications category 2.97% 2.25% 0.16%
Number of salaries quoted 8 1 1
Hertfordshire median annual salary £31,250 £42,500 £47,500
Median salary % change year-on-year -26.47% -10.53% +21.02%
10th Percentile £29,525 £41,250 £46,250
90th Percentile £33,250 £43,750 £48,750
East of England median annual salary £31,500 £52,500 £45,000
% change year-on-year -40.00% +16.67% +16.88%

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for software application skills.

All Software Application Skills
Hertfordshire
Permanent vacancies with a requirement for software application skills 437 534 618
As % of all permanent IT jobs advertised in Hertfordshire 9.92% 11.93% 11.50%
Number of salaries quoted 352 441 448
Hertfordshire median annual salary £29,000 £32,500 £35,000
Median salary % change year-on-year -10.77% -7.14% -
10th Percentile £21,250 £19,250 £21,250
90th Percentile £51,125 £61,250 £60,000
East of England median annual salary £32,500 £35,000 £34,500
% change year-on-year -7.14% +1.45% +6.15%

SPSS
Job Vacancy Trend in Hertfordshire

Job postings citing SPSS as a percentage of all IT jobs advertised in Hertfordshire.

Job vacancy trend for SPSS in Hertfordshire

SPSS
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS in Hertfordshire.

Salary trend for SPSS in Hertfordshire

SPSS
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Hertfordshire region over the 6 months to 23 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
St Albans -3 10 £31,500 -
SPSS
East of England

For the 6 months to 23 November 2017, IT jobs citing SPSS 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 Hertfordshire region with a requirement for SPSS.

1 13 (100.00%) SAS
2 8 (61.54%) Statistical Analysis
2 8 (61.54%) Degree
3 5 (38.46%) Resource Management
3 5 (38.46%) SQL Server Analysis Services
3 5 (38.46%) R
3 5 (38.46%) Analytics
3 5 (38.46%) Analytical Skills
3 5 (38.46%) Anti-Money Laundering
3 5 (38.46%) Data Analytics
3 5 (38.46%) SQL Server Integration Services
3 5 (38.46%) Finance
3 5 (38.46%) Stakeholder Management
3 5 (38.46%) SQL Server Reporting Services
3 5 (38.46%) Stata
3 5 (38.46%) Programme Management
3 5 (38.46%) Business Intelligence
3 5 (38.46%) PhD
3 5 (38.46%) ETL
3 5 (38.46%) BusinessObjects
3 5 (38.46%) Project Management
3 5 (38.46%) C#
3 5 (38.46%) Java
3 5 (38.46%) SQL
3 5 (38.46%) T-SQL
3 5 (38.46%) VB.NET
3 5 (38.46%) .NET
3 5 (38.46%) SQL Server
3 5 (38.46%) SAP
3 5 (38.46%) Python

SPSS
Co-occurring IT Skills in Hertfordshire 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 13 (100.00%) SAS
Applications
1 5 (38.46%) Stata
2 3 (23.08%) Microsoft Excel
2 3 (23.08%) Microsoft PowerPoint
Database & Business Intelligence
1 5 (38.46%) BusinessObjects
1 5 (38.46%) SQL Server
1 5 (38.46%) SQL Server Analysis Services
1 5 (38.46%) SQL Server Integration Services
1 5 (38.46%) SQL Server Reporting Services
2 4 (30.77%) Big Data
2 4 (30.77%) GIS
2 4 (30.77%) Hadoop
2 4 (30.77%) QlikView
General
1 5 (38.46%) Finance
2 3 (23.08%) Retail
Job Titles
1 8 (61.54%) Analyst
1 8 (61.54%) Research Analyst
2 5 (38.46%) SPSS Analyst
2 5 (38.46%) Technical Manager
3 4 (30.77%) Analytics Manager
3 4 (30.77%) Data Analytics Manager
3 4 (30.77%) Data Manager
3 4 (30.77%) Fraud Manager
3 4 (30.77%) Senior Analytics Manager
3 4 (30.77%) Senior Manager
3 4 (30.77%) Senior Technical Manager
3 4 (30.77%) Software Manager
3 4 (30.77%) Statistical Analyst
4 1 (7.69%) Forensic Manager
4 1 (7.69%) Programme Manager
4 1 (7.69%) Project Manager
4 1 (7.69%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 5 (38.46%) .NET
Miscellaneous
1 5 (38.46%) Analytical Skills
Processes & Methodologies
1 8 (61.54%) Statistical Analysis
2 5 (38.46%) Analytics
2 5 (38.46%) Anti-Money Laundering
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Data Analytics
2 5 (38.46%) ETL
2 5 (38.46%) Programme Management
2 5 (38.46%) Project Management
2 5 (38.46%) Resource Management
2 5 (38.46%) Stakeholder Management
3 4 (30.77%) Data Visualisation
3 4 (30.77%) Visualisation
4 3 (23.08%) Market Research
4 3 (23.08%) Statistics
5 1 (7.69%) Forensic Analysis
Programming Languages
1 5 (38.46%) C#
1 5 (38.46%) Java
1 5 (38.46%) Python
1 5 (38.46%) R
1 5 (38.46%) SQL
1 5 (38.46%) T-SQL
1 5 (38.46%) VB.NET
Qualifications
1 8 (61.54%) Degree
2 5 (38.46%) PhD
3 3 (23.08%) Master's Degree
Vendors
1 5 (38.46%) SAP
2 4 (30.77%) Tableau
3 3 (23.08%) Microsoft