Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 22 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 190 221 265
Rank change year-on-year +31 +44 +17
Permanent jobs citing SPSS 23 17 5
As % of all permanent IT jobs advertised in Leeds 0.46% 0.31% 0.073%
As % of the Applications category 5.64% 4.63% 0.84%
Number of salaries quoted 16 17 2
Leeds median annual salary £55,000 £50,000 £57,500
Median salary % change year-on-year +10.00% -13.04% +37.72%
10th Percentile £32,750 £37,500 £56,250
90th Percentile £61,875 £52,500 £58,750
West Yorkshire median annual salary £55,000 £50,000 £57,500
% change year-on-year +10.00% -13.04% +51.32%

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 Leeds with a requirement for software application skills.

All Software Application Skills
Leeds
Permanent vacancies with a requirement for software application skills 408 367 598
As % of all permanent IT jobs advertised in Leeds 8.17% 6.74% 8.72%
Number of salaries quoted 334 322 481
Leeds median annual salary £35,000 £30,000 £32,500
Median salary % change year-on-year +16.67% -7.69% -
10th Percentile £19,575 £20,500 £20,000
90th Percentile £55,000 £51,125 £50,000
West Yorkshire median annual salary £35,000 £30,000 £31,500
% change year-on-year +16.67% -4.76% -3.08%

SPSS
Job Vacancy Trend in Leeds

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

Job vacancy trend for SPSS in Leeds

SPSS
Salary Trend in Leeds

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

Salary trend for SPSS in Leeds

SPSS
Salary Histogram in Leeds

The salary distribution of IT jobs citing SPSS in Leeds over the 6 months to 22 November 2017.

Salary histogram for SPSS in Leeds

For the 6 months to 22 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 Leeds region with a requirement for SPSS.

1 19 (82.61%) SAS
2 15 (65.22%) SQL
2 15 (65.22%) Analytics
3 13 (56.52%) Analytical Skills
4 11 (47.83%) VBA
4 11 (47.83%) MS Access
4 11 (47.83%) Data Mining
5 10 (43.48%) Data Modelling
5 10 (43.48%) Data Analysis
6 9 (39.13%) Pricing Strategy
6 9 (39.13%) Stakeholder Engagement
6 9 (39.13%) Multivariate Analysis
7 8 (34.78%) OpenUP
7 8 (34.78%) Finance
7 8 (34.78%) Data Warehouse
8 7 (30.43%) Visualisation
8 7 (30.43%) Data Visualisation
9 6 (26.09%) Degree
10 5 (21.74%) BusinessObjects
10 5 (21.74%) Machine Learning
10 5 (21.74%) Mathematics
11 4 (17.39%) R
11 4 (17.39%) Statistics
12 3 (13.04%) Logistic Regression
12 3 (13.04%) Python
12 3 (13.04%) SQL Server
12 3 (13.04%) Actionable Insight
12 3 (13.04%) Kalman Filter
12 3 (13.04%) Big Data
12 3 (13.04%) Linear Regression

SPSS
Co-occurring IT Skills in Leeds 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 19 (82.61%) SAS
Cloud Services
1 1 (4.35%) Cortana Intelligence Suite
Database & Business Intelligence
1 11 (47.83%) Data Mining
1 11 (47.83%) MS Access
2 8 (34.78%) Data Warehouse
3 5 (21.74%) BusinessObjects
4 3 (13.04%) Big Data
4 3 (13.04%) SQL Server
5 1 (4.35%) Hadoop
5 1 (4.35%) Relational Database
General
1 8 (34.78%) Finance
2 2 (8.70%) Retail
2 2 (8.70%) Telecoms
Job Titles
1 12 (52.17%) Data Scientist
2 3 (13.04%) Analyst
3 2 (8.70%) Data Analyst
4 1 (4.35%) Data Manager
4 1 (4.35%) Insight Analyst
4 1 (4.35%) Insight Manager
4 1 (4.35%) Junior
4 1 (4.35%) Junior Data Scientist
4 1 (4.35%) Statistical Modeller
Miscellaneous
1 13 (56.52%) Analytical Skills
2 1 (4.35%) Algorithms
2 1 (4.35%) Computer Science
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Unix
Processes & Methodologies
1 15 (65.22%) Analytics
2 10 (43.48%) Data Analysis
2 10 (43.48%) Data Modelling
3 9 (39.13%) Multivariate Analysis
3 9 (39.13%) Pricing Strategy
3 9 (39.13%) Stakeholder Engagement
4 8 (34.78%) OpenUP
5 7 (30.43%) Data Visualisation
5 7 (30.43%) Visualisation
6 5 (21.74%) Machine Learning
6 5 (21.74%) Mathematics
7 4 (17.39%) Statistics
8 3 (13.04%) Actionable Insight
8 3 (13.04%) Kalman Filter
8 3 (13.04%) Linear Regression
8 3 (13.04%) Logistic Regression
9 2 (8.70%) Process Management
9 2 (8.70%) Statistical Modelling
10 1 (4.35%) Agile Software Development
10 1 (4.35%) Stakeholder Management
Programming Languages
1 15 (65.22%) SQL
2 11 (47.83%) VBA
3 4 (17.39%) R
4 3 (13.04%) Python
5 1 (4.35%) MATLAB
Qualifications
1 6 (26.09%) Degree
2 2 (8.70%) Numerate Degree
Vendors
1 2 (8.70%) Microsoft
2 1 (4.35%) Capita
2 1 (4.35%) Google
2 1 (4.35%) IBM
2 1 (4.35%) Twitter