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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 511 541 439
Rank change year-on-year
+30 -102
Permanent jobs citing SPSS 91 123 237
As % of all permanent IT jobs located in London 0.26% 0.28% 0.53%
As % of the Applications category 2.24% 2.19% 3.61%
Number of salaries quoted 73 82 194
Median salary £57,500 £48,750 £55,000
Median salary % change year-on-year
+17.94% -11.36%
90% offered a salary of more than £35,200 £35,000 £30,000
10% offered a salary of more than £85,000 £60,000 £75,000
UK excluding London median salary £42,500 £48,500 £44,000
% change year-on-year
-12.37% +10.22%
SPSS
England

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
4071 5611 6561
As % of all permanent IT jobs located in London 11.56% 12.99% 14.62%
Number of salaries quoted 3418 4662 5524
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £27,000 £26,500 £26,000
10% offered a salary of more than £70,000 £67,500 £67,500
UK excluding London median salary £35,000 £35,000 £34,500
% change year-on-year
- +1.44%

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 11 December 2016.

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 11 December 2016. 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
(Click see detailed
statistics and trends)
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 +9 8 £47,500 -5.00% 4
Kingston Upon Thames - 1 £70,000 - 1
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 11 December 2016, 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.

1 181 (80.09%) SAS
2 173 (76.55%) Analytics
3 137 (60.62%) SQL
4 135 (59.73%) Analytical Skills
5 129 (57.08%) R
6 96 (42.48%) Python
7 89 (39.38%) Degree
8 84 (37.17%) Business Intelligence
9 70 (30.97%) Statistics
9 70 (30.97%) Visualisation
10 68 (30.09%) Tableau
11 67 (29.65%) Big Data
12 63 (27.88%) Hadoop
13 55 (24.34%) Finance
14 53 (23.45%) Marketing
15 52 (23.01%) Data Analytics
16 49 (21.68%) Data Analysis
17 48 (21.24%) Mathematics
18 47 (20.80%) Java
19 45 (19.91%) ETL
20 39 (17.26%) QlikView
20 39 (17.26%) Machine Learning
21 37 (16.37%) Computer Science
22 36 (15.93%) SQL Server
23 35 (15.49%) Data Visualisation
24 33 (14.60%) Data Mining
25 32 (14.16%) MS Excel
25 32 (14.16%) Retail
26 30 (13.27%) Agile Software Development
26 30 (13.27%) Apache Hive

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
1 181 (80.09%) SAS
2 24 (10.62%) Apache Spark
3 19 (8.41%) Apache Pig
4 18 (7.96%) Apache
5 11 (4.87%) ArcGIS
6 2 (0.88%) OpenStack
7 1 (0.44%) Adobe Experience Manager
7 1 (0.44%) Elasticsearch
Applications
1 32 (14.16%) MS Excel
2 17 (7.52%) MS PowerPoint
3 11 (4.87%) Stata
4 10 (4.42%) MS Office
5 4 (1.77%) Spreadsheet
6 2 (0.88%) CPLEX
6 2 (0.88%) EViews
6 2 (0.88%) MS Visio
7 1 (0.44%) Gephi
7 1 (0.44%) Maple
7 1 (0.44%) Simulink
7 1 (0.44%) S-PLUS
Business Applications
1 8 (3.54%) FastStats
2 3 (1.33%) Unica
3 2 (0.88%) Adobe Campaign
3 2 (0.88%) Oracle Financials
4 1 (0.44%) Cognos TM1
4 1 (0.44%) FastStats PeopleStage
4 1 (0.44%) WebTrends
Cloud Services
1 18 (7.96%) Cloud Computing
2 16 (7.08%) Amazon AWS
3 15 (6.64%) Google Analytics
4 13 (5.75%) Amazon EC2
4 13 (5.75%) Amazon EMR
5 7 (3.10%) Google Cloud Platform
6 6 (2.65%) Adobe Analytics
7 3 (1.33%) Amazon S3
7 3 (1.33%) AWS Data Pipeline
8 2 (0.88%) AWS Lambda
9 1 (0.44%) Silverpop
Communications & Networking
1 1 (0.44%) Internet
1 1 (0.44%) Intranet
Database & Business Intelligence
1 67 (29.65%) Big Data
2 63 (27.88%) Hadoop
3 39 (17.26%) QlikView
4 36 (15.93%) SQL Server
5 33 (14.60%) Data Mining
6 30 (13.27%) Apache Hive
7 25 (11.06%) BusinessObjects
8 23 (10.18%) GIS
9 22 (9.73%) Relational Database
10 20 (8.85%) Data Warehouse
11 19 (8.41%) RDBMS
12 18 (7.96%) NoSQL
13 17 (7.52%) SQL Server Integration Services
14 15 (6.64%) MongoDB
14 15 (6.64%) Spotfire
15 14 (6.19%) HBase
15 14 (6.19%) SQL Server Reporting Services
16 12 (5.31%) Apache Cassandra
16 12 (5.31%) Sqoop
17 10 (4.42%) MySQL
Development Applications
1 3 (1.33%) Talend Open Studio
General
1 55 (24.34%) Finance
2 53 (23.45%) Marketing
3 32 (14.16%) Retail
4 18 (7.96%) Banking
5 4 (1.77%) Legal
5 4 (1.77%) Telecoms
6 2 (0.88%) Games
6 2 (0.88%) Investment Banking
6 2 (0.88%) Pharmaceutical
7 1 (0.44%) French Language
7 1 (0.44%) Law
7 1 (0.44%) Music Industry
7 1 (0.44%) Retail Banking
Job Titles
1 83 (36.73%) Analyst
2 48 (21.24%) Data Scientist
3 40 (17.70%) Data Analyst
4 29 (12.83%) Consultant
5 25 (11.06%) Insight Analyst
6 23 (10.18%) Analytics Manager
7 19 (8.41%) Analytics Consultant
8 15 (6.64%) Data Analytics Manager
9 14 (6.19%) SPSS Analyst
10 13 (5.75%) Senior Manager
11 12 (5.31%) Data Manager
11 12 (5.31%) SAS Analyst
11 12 (5.31%) SQL Analyst
11 12 (5.31%) Tableau Consultant
12 11 (4.87%) Senior Analytics Manager
13 10 (4.42%) Architect
13 10 (4.42%) Data Consultant
13 10 (4.42%) Developer
14 9 (3.98%) Senior Data Scientist
15 8 (3.54%) Data Engineer
Libraries, Frameworks & Software Standards
1 13 (5.75%) Web Services
2 12 (5.31%) .NET
3 5 (2.21%) HTML
3 5 (2.21%) NumPy
4 4 (1.77%) D3.js
4 4 (1.77%) Flash
4 4 (1.77%) MLlib
5 3 (1.33%) jQuery
5 3 (1.33%) Natural Language Processing
6 2 (0.88%) Catalyst
7 1 (0.44%) Ajax
7 1 (0.44%) CSS
7 1 (0.44%) Kafka
7 1 (0.44%) LAMP
7 1 (0.44%) Middleware
7 1 (0.44%) Pandas
7 1 (0.44%) scikit-learn
7 1 (0.44%) SciPy
7 1 (0.44%) Spark Streaming
7 1 (0.44%) XML
Miscellaneous
1 135 (59.73%) Analytical Skills
2 70 (30.97%) Statistics
2 70 (30.97%) Visualisation
3 48 (21.24%) Mathematics
4 37 (16.37%) Computer Science
5 14 (6.19%) Credit Risk
5 14 (6.19%) Economics
5 14 (6.19%) Physics
6 11 (4.87%) Social Media
7 9 (3.98%) Algorithms
8 8 (3.54%) Management Information System
8 8 (3.54%) User Experience
9 7 (3.10%) Data Extraction
10 6 (2.65%) Psychology
11 3 (1.33%) Artificial Intelligence
11 3 (1.33%) Chemistry
11 3 (1.33%) Digital Media
11 3 (1.33%) Smartphone
11 3 (1.33%) Social Network
12 2 (0.88%) Cybercrime
Operating Systems
1 17 (7.52%) Linux
2 8 (3.54%) Unix
3 3 (1.33%) Windows
Processes & Methodologies
1 173 (76.55%) Analytics
2 84 (37.17%) Business Intelligence
3 52 (23.01%) Data Analytics
4 49 (21.68%) Data Analysis
5 45 (19.91%) ETL
6 39 (17.26%) Machine Learning
7 35 (15.49%) Data Visualisation
8 30 (13.27%) Actionable Insight
8 30 (13.27%) Agile Software Development
8 30 (13.27%) Predictive Modelling
9 26 (11.50%) Customer Insight
9 26 (11.50%) Data Modelling
9 26 (11.50%) Stakeholder Management
9 26 (11.50%) Statistical Analysis
10 23 (10.18%) Customer Segmentation
11 22 (9.73%) Business Analytics
12 20 (8.85%) Project Management
12 20 (8.85%) Statistical Modelling
13 18 (7.96%) Open Source
14 17 (7.52%) MapReduce
Programming Languages
1 137 (60.62%) SQL
2 129 (57.08%) R
3 96 (42.48%) Python
4 47 (20.80%) Java
5 25 (11.06%) VBA
6 20 (8.85%) C#
7 19 (8.41%) PHP
8 18 (7.96%) Scala
9 14 (6.19%) Perl
10 13 (5.75%) T-SQL
11 12 (5.31%) VB.NET
12 9 (3.98%) C++
13 8 (3.54%) MATLAB
14 6 (2.65%) JavaScript
14 6 (2.65%) Shell Script
14 6 (2.65%) VB
15 3 (1.33%) Ruby
16 2 (0.88%) Clojure
17 1 (0.44%) C
17 1 (0.44%) PL/SQL
Qualifications
1 89 (39.38%) Degree
2 29 (12.83%) PhD
3 2 (0.88%) BPSS Clearance
3 2 (0.88%) MBA
4 1 (0.44%) CIMA
4 1 (0.44%) SC Cleared
4 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 20 (8.85%) Data Quality
2 6 (2.65%) QA
3 2 (0.88%) Actionable Recommendations
3 2 (0.88%) IAS 39
3 2 (0.88%) SLA
System Software
1 12 (5.31%) Apache Flume
2 2 (0.88%) HDFS
3 1 (0.44%) GPFS
Systems Management
1 10 (4.42%) Opscode Chef
2 2 (0.88%) Tivoli
3 1 (0.44%) Systems Management Server (SMS)
Vendors
1 68 (30.09%) Tableau
2 26 (11.50%) Google
3 20 (8.85%) Oracle
4 17 (7.52%) SAP
5 14 (6.19%) Alteryx
6 13 (5.75%) Microsoft
6 13 (5.75%) Netezza
7 11 (4.87%) Adobe
7 11 (4.87%) Cognos
7 11 (4.87%) Teradata
8 10 (4.42%) MicroStrategy
9 9 (3.98%) Mapinfo
10 8 (3.54%) Hitachi
10 8 (3.54%) IBM
11 6 (2.65%) Actimize
11 6 (2.65%) Lavastorm
11 6 (2.65%) Norkom
12 4 (1.77%) Informatica
12 4 (1.77%) PayPal
12 4 (1.77%) RapidMiner
London
Salt
Salary: £45000 - £65000 per annum + benefits and bonus
Posted: 3 days ago
London
Churchill Frank
Salary: £40000 - £60000 per annum + BONUS + BENEFITS
Posted: 4 days ago
London
Capital IT Resourcing LTD
Salary: £55000 - £65000 per annum + Benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000 + excellent package
Posted: 2 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 3 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus, benefits, pension
Posted: 6 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 6 days ago
City, London
Premier Media
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 6 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 10 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 15 days ago
London
Venturi
Salary: £35000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 27 days ago