The table below looks at the statistics for SPSS skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
SPSS
England / London
Rank 490 487 442
Rank change year-on-year
-3 -45
Permanent jobs citing SPSS 89 145 205
As % of all permanent IT jobs located in London 0.27% 0.36% 0.50%
As % of the Applications category 2.29% 2.81% 3.39%
Number of salaries quoted 69 95 180
Median salary £55,000 £45,000 £50,000
Median salary % change year-on-year
+22.22% -10.00%
90% offered a salary of more than £39,500 £35,000 £30,000
10% offered a salary of more than £75,000 £69,000 £75,000
UK excluding London median salary £40,000 £47,500 £45,000
% change year-on-year
-15.78% +5.55%

The following table is for comparison with the above and provides statistics for the entire Applications category in permanent jobs advertised in the London region.

Applications Category
London
Permanent IT job ads with a match in the
Applications category
3884 5167 6040
As % of all permanent IT jobs located in London 11.60% 12.86% 14.85%
Number of salaries quoted 3247 4269 5087
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year
- +3.44%
90% offered a salary of more than £27,500 £26,500 £26,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in London

The demand trend of job ads across the London region citing SPSS as a proportion of all IT jobs with a match in the Applications category.

SPSS Jobs Demand Trend in London

SPSS
Salary Trend in London

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

SPSS Salary Trend in London

SPSS
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing SPSS across the London region over the 3 months to 24 January 2017.

SPSS Salary Histogram in London

SPSS
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the London region over the 3 months to 24 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +21 8 £55,000 +7.31% 5
Kingston Upon Thames - 1 £67,500 - 1
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 24 January 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 London region with a requirement for SPSS.

1 174 (80.56%) SAS
2 161 (74.54%) Analytics
3 132 (61.11%) R
4 128 (59.26%) Analytical Skills
5 125 (57.87%) SQL
6 87 (40.28%) Business Intelligence
7 84 (38.89%) Python
8 81 (37.50%) Degree
9 66 (30.56%) Statistics
10 65 (30.09%) Tableau
11 63 (29.17%) Marketing
12 62 (28.70%) Visualisation
13 61 (28.24%) Hadoop
14 59 (27.31%) Big Data
15 52 (24.07%) Finance
16 44 (20.37%) Mathematics
17 42 (19.44%) Retail
18 39 (18.06%) Data Analysis
19 38 (17.59%) QlikView
20 37 (17.13%) Apache Hive
21 36 (16.67%) Predictive Modelling
22 35 (16.20%) Data Analytics
23 34 (15.74%) Agile Software Development
24 33 (15.28%) ETL
24 33 (15.28%) Machine Learning
25 32 (14.81%) Data Visualisation
25 32 (14.81%) MS Excel
26 31 (14.35%) Actionable Insight
27 30 (13.89%) PhD
27 30 (13.89%) Statistical Analysis

SPSS
Top Related IT Skills in London 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
1 174 (80.56%) SAS
2 29 (13.43%) Apache Spark
3 19 (8.80%) Apache Pig
4 17 (7.87%) Apache
5 8 (3.70%) ArcGIS
6 3 (1.39%) OpenStack
7 1 (0.46%) Adobe Experience Manager
7 1 (0.46%) Elasticsearch
Applications
1 32 (14.81%) MS Excel
2 14 (6.48%) MS PowerPoint
3 9 (4.17%) Stata
4 8 (3.70%) MS Office
5 5 (2.31%) EViews
6 4 (1.85%) Spreadsheet
7 2 (0.93%) CPLEX
7 2 (0.93%) MS Visio
8 1 (0.46%) Gephi
8 1 (0.46%) Maple
8 1 (0.46%) Simulink
Business Applications
1 8 (3.70%) FastStats
2 2 (0.93%) Adobe Campaign
2 2 (0.93%) Oracle Financials
2 2 (0.93%) Unica
3 1 (0.46%) FastStats PeopleStage
Cloud Services
1 18 (8.33%) Google Analytics
2 16 (7.41%) Cloud Computing
3 13 (6.02%) Amazon AWS
4 9 (4.17%) Amazon EC2
4 9 (4.17%) Amazon EMR
4 9 (4.17%) Google Cloud Platform
5 6 (2.78%) Adobe Analytics
6 3 (1.39%) Amazon S3
6 3 (1.39%) AWS Data Pipeline
7 2 (0.93%) AWS Lambda
8 1 (0.46%) Google Tag Manager
8 1 (0.46%) Microsoft Azure
8 1 (0.46%) Silverpop
Communications & Networking
1 1 (0.46%) Internet
1 1 (0.46%) Intranet
Database & Business Intelligence
1 61 (28.24%) Hadoop
2 59 (27.31%) Big Data
3 38 (17.59%) QlikView
4 37 (17.13%) Apache Hive
5 28 (12.96%) Data Mining
6 25 (11.57%) SQL Server
7 20 (9.26%) Relational Database
8 16 (7.41%) Data Warehouse
8 16 (7.41%) NoSQL
8 16 (7.41%) RDBMS
9 15 (6.94%) BusinessObjects
9 15 (6.94%) GIS
9 15 (6.94%) MongoDB
10 13 (6.02%) Spotfire
11 12 (5.56%) Power BI
12 11 (5.09%) HBase
13 10 (4.63%) MySQL
14 9 (4.17%) Amazon Redshift
14 9 (4.17%) Apache Cassandra
14 9 (4.17%) Pentaho
Development Applications
1 5 (2.31%) Talend Open Studio
General
1 63 (29.17%) Marketing
2 52 (24.07%) Finance
3 42 (19.44%) Retail
4 23 (10.65%) Banking
5 7 (3.24%) Games
6 4 (1.85%) Legal
6 4 (1.85%) Retail Banking
6 4 (1.85%) Telecoms
7 2 (0.93%) Investment Banking
8 1 (0.46%) Advertising
8 1 (0.46%) French Language
8 1 (0.46%) German Language
8 1 (0.46%) Law
8 1 (0.46%) Music Industry
8 1 (0.46%) Publishing
Job Titles
1 89 (41.20%) Analyst
2 45 (20.83%) Data Scientist
3 34 (15.74%) Data Analyst
4 27 (12.50%) Consultant
5 24 (11.11%) Insight Analyst
6 22 (10.19%) Analytics Manager
7 15 (6.94%) Analytics Consultant
8 13 (6.02%) Data Analytics Manager
8 13 (6.02%) SPSS Analyst
8 13 (6.02%) SQL Analyst
8 13 (6.02%) Tableau Consultant
9 10 (4.63%) Data Engineer
9 10 (4.63%) Marketing Analyst
9 10 (4.63%) SAS Analyst
10 9 (4.17%) Data Consultant
10 9 (4.17%) Digital Analyst
10 9 (4.17%) Senior Data Scientist
11 8 (3.70%) Senior Analytics Manager
11 8 (3.70%) Senior Manager
12 7 (3.24%) Architect
Libraries, Frameworks & Software Standards
1 9 (4.17%) Web Services
2 6 (2.78%) NumPy
3 5 (2.31%) MLlib
3 5 (2.31%) Natural Language Processing
4 4 (1.85%) .NET
5 3 (1.39%) scikit-learn
6 2 (0.93%) Catalyst
7 1 (0.46%) Ajax
7 1 (0.46%) CSS
7 1 (0.46%) D3.js
7 1 (0.46%) HTML
7 1 (0.46%) Kafka
7 1 (0.46%) LAMP
7 1 (0.46%) Middleware
7 1 (0.46%) Pandas
7 1 (0.46%) SciPy
7 1 (0.46%) Spark Streaming
7 1 (0.46%) XML
Miscellaneous
1 128 (59.26%) Analytical Skills
2 66 (30.56%) Statistics
3 62 (28.70%) Visualisation
4 44 (20.37%) Mathematics
5 30 (13.89%) Credit Risk
6 25 (11.57%) Computer Science
7 20 (9.26%) Economics
8 14 (6.48%) Social Media
9 13 (6.02%) Physics
10 8 (3.70%) Algorithms
11 7 (3.24%) Data Extraction
12 4 (1.85%) Management Information System
13 3 (1.39%) Artificial Intelligence
13 3 (1.39%) Chemistry
14 2 (0.93%) Applied Mathematics
14 2 (0.93%) FMCG
14 2 (0.93%) Informatics
14 2 (0.93%) Neural Network
14 2 (0.93%) Reference Data
14 2 (0.93%) Social Network
Operating Systems
1 15 (6.94%) Linux
2 12 (5.56%) Unix
3 3 (1.39%) Windows
Processes & Methodologies
1 161 (74.54%) Analytics
2 87 (40.28%) Business Intelligence
3 39 (18.06%) Data Analysis
4 36 (16.67%) Predictive Modelling
5 35 (16.20%) Data Analytics
6 34 (15.74%) Agile Software Development
7 33 (15.28%) ETL
7 33 (15.28%) Machine Learning
8 32 (14.81%) Data Visualisation
9 31 (14.35%) Actionable Insight
10 30 (13.89%) Statistical Analysis
11 27 (12.50%) Statistical Modelling
11 27 (12.50%) Web Analytics
12 25 (11.57%) Data Modelling
13 23 (10.65%) Customer Segmentation
14 22 (10.19%) Stakeholder Management
15 19 (8.80%) Business Analytics
15 19 (8.80%) Open Source
15 19 (8.80%) Predictive Analytics
16 18 (8.33%) Time Series Analysis
Programming Languages
1 132 (61.11%) R
2 125 (57.87%) SQL
3 84 (38.89%) Python
4 29 (13.43%) Java
5 26 (12.04%) Scala
6 23 (10.65%) VBA
7 17 (7.87%) PHP
8 13 (6.02%) C#
9 10 (4.63%) Shell Script
10 9 (4.17%) MATLAB
11 8 (3.70%) Perl
12 7 (3.24%) C++
13 6 (2.78%) VB
14 5 (2.31%) T-SQL
15 4 (1.85%) VB.NET
16 3 (1.39%) Ruby
17 2 (0.93%) Clojure
17 2 (0.93%) JavaScript
18 1 (0.46%) C
18 1 (0.46%) Delphi
Qualifications
1 81 (37.50%) Degree
2 30 (13.89%) PhD
3 4 (1.85%) Postgraduate
4 2 (0.93%) BPSS Clearance
4 2 (0.93%) MBA
Quality Assurance & Compliance
1 25 (11.57%) Data Quality
2 6 (2.78%) IFRS
2 6 (2.78%) IFRS 9
3 5 (2.31%) QA
4 2 (0.93%) IAS 39
5 1 (0.46%) Actionable Recommendations
System Software
1 9 (4.17%) Apache Flume
2 2 (0.93%) HDFS
3 1 (0.46%) GPFS
Systems Management
1 6 (2.78%) Opscode Chef
2 2 (0.93%) Tivoli
3 1 (0.46%) Systems Management Server (SMS)
Vendors
1 65 (30.09%) Tableau
2 26 (12.04%) Google
3 16 (7.41%) Oracle
4 15 (6.94%) Netezza
4 15 (6.94%) Teradata
5 12 (5.56%) Microsoft
6 11 (5.09%) Adobe
6 11 (5.09%) Alteryx
7 9 (4.17%) SAP
8 8 (3.70%) Cognos
8 8 (3.70%) Mapinfo
9 6 (2.78%) Actimize
9 6 (2.78%) Lavastorm
9 6 (2.78%) MicroStrategy
9 6 (2.78%) Norkom
10 5 (2.31%) Informatica
10 5 (2.31%) Talend
11 4 (1.85%) Hitachi
11 4 (1.85%) IBM
11 4 (1.85%) Vertica
London
Codex
Salary: From £30,000 to £60,000 per annum
Posted: 6 hours ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 12 hours ago
East London
Creative Personnel
Salary: £50000 - £60000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 4 days ago
London
Lawrence Harvey
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 7 days ago
London
Venturi
Salary: £30000.00 - £37500.00 per annum + Excellent Benefits
Posted: 7 days ago
Kingston upon Thames
Talent Point
Salary: £40000.00 - £50000.00 per annum
Posted: 8 days ago
West London
Martin & Conley
Salary: From £65,000 to £75,000 per annum
Posted: 13 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 26 days ago