SPSS Jobs in London

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

SPSS England / London
Location	3 months to 28 Jun 2017	Same period 2016	Same period 2015
Rank	498	502	395
Rank change year-on-year	+4	-107
Permanent jobs citing SPSS	114	142	305
As % of all permanent IT jobs advertised in London	0.31%	0.35%	0.69%
As % of the Applications category	3.67%	3.83%	6.82%
Number of salaries quoted	76	113	210
Median salary	£55,000	£51,250	£50,000
Median salary % change year-on-year	+7.31%	+2.50%
90% offered a salary of more than	£38,000	£32,500	£35,000
10% offered a salary of more than	£75,000	£88,500	£90,000
UK excluding London median salary	£41,250	£50,000	£44,500
% change year-on-year	-17.50%	+12.35%

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

Software Application Skills London
Permanent job vacancies with a requirement for software application skills	3108	3707	4471
As % of all permanent IT job vacancies advertised in London	8.48%	9.26%	10.10%
Number of salaries quoted	2443	3097	3651
Median salary	£47,500	£42,500	£45,000
Median salary % change year-on-year	+11.76%	-5.55%
90% offered a salary of more than	£28,000	£25,500	£26,000
10% offered a salary of more than	£75,000	£70,000	£70,000
UK excluding London median salary	£34,000	£33,000	£34,000
% change year-on-year	+3.03%	-2.94%

SPSS
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

SPSS
Salary Trend in London

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

SPSS
Salary Histogram in London

The salary distribution of IT jobs citing SPSS in London over the 3 months to 28 June 2017.

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 28 June 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	+25	5	£52,500	+5.00%	6
Croydon	-	4	£52,500	-
West End of London	-	3	£55,000	-	4
Canary Wharf	-	1	£62,500	-
SPSS England

SPSS
Top 30 Co-occurring IT Skills in London

For the 6 months to 28 June 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	183 (79.22%)	SAS
2	176 (76.19%)	Analytics
3	128 (55.41%)	R
3	128 (55.41%)	SQL
4	120 (51.95%)	Analytical Skills
5	112 (48.48%)	Python
6	98 (42.42%)	Tableau
7	88 (38.10%)	Degree
8	82 (35.50%)	Business Intelligence
9	78 (33.77%)	Data Analytics
9	78 (33.77%)	Big Data
10	69 (29.87%)	Microsoft Excel
11	65 (28.14%)	Marketing
12	64 (27.71%)	Hadoop
13	57 (24.68%)	Statistics

14	55 (23.81%)	Data Analysis
15	54 (23.38%)	Visualisation
15	54 (23.38%)	QlikView
16	52 (22.51%)	Finance
17	48 (20.78%)	Mathematics
18	39 (16.88%)	Spotfire
19	37 (16.02%)	Microsoft
20	35 (15.15%)	Data Visualisation
21	34 (14.72%)	Relational Database
21	34 (14.72%)	Data Mining
22	33 (14.29%)	ETL
22	33 (14.29%)	Data Modelling
22	33 (14.29%)	Agile Software Development
23	32 (13.85%)	CRM
24	30 (12.99%)	Data Management

SPSS
Co-occurring 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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	183 (79.22%)	SAS
2	20 (8.66%)	Apache Spark
3	18 (7.79%)	Apache Pig
4	16 (6.93%)	Apache
5	2 (0.87%)	JBoss
5	2 (0.87%)	Tomcat
5	2 (0.87%)	WebLogic
5	2 (0.87%)	WebSphere

Applications
1	69 (29.87%)	Microsoft Excel
2	17 (7.36%)	Microsoft PowerPoint
3	16 (6.93%)	Microsoft Office
4	8 (3.46%)	SPSS Modeler
5	7 (3.03%)	EViews
6	4 (1.73%)	Stata
7	1 (0.43%)	UserZoom

Business Applications
1	20 (8.66%)	SAP InfiniteInsight
2	7 (3.03%)	Dynamics CRM
3	6 (2.60%)	Adobe Campaign
4	3 (1.30%)	Unica
5	2 (0.87%)	SAP ERP
6	1 (0.43%)	FastStats
6	1 (0.43%)	WebTrends

Cloud Services
1	27 (11.69%)	Google Analytics
2	16 (6.93%)	Cloud Computing
3	13 (5.63%)	Adobe Analytics
4	7 (3.03%)	Amazon AWS
4	7 (3.03%)	Microsoft Azure
5	2 (0.87%)	Amazon EC2
5	2 (0.87%)	Amazon EMR
5	2 (0.87%)	Azure Machine Learning
6	1 (0.43%)	Cortana Intelligence Suite
6	1 (0.43%)	Google Cloud Platform
6	1 (0.43%)	Google Tag Manager
6	1 (0.43%)	SaaS
6	1 (0.43%)	SurveyMonkey

Communications & Networking
1	2 (0.87%)	HTTP
1	2 (0.87%)	LDAP
1	2 (0.87%)	SSL
2	1 (0.43%)	Internet
2	1 (0.43%)	Intranet

Database & Business Intelligence
1	78 (33.77%)	Big Data
2	64 (27.71%)	Hadoop
3	54 (23.38%)	QlikView
4	39 (16.88%)	Spotfire
5	34 (14.72%)	Data Mining
5	34 (14.72%)	Relational Database
6	29 (12.55%)	NoSQL
7	27 (11.69%)	Apache Hive
8	21 (9.09%)	Power BI
8	21 (9.09%)	SQL Server
9	20 (8.66%)	RDBMS
10	14 (6.06%)	Pentaho
11	12 (5.19%)	Data Warehouse
11	12 (5.19%)	MongoDB
12	11 (4.76%)	SQL Server Integration Services
13	8 (3.46%)	SAS EBI
13	8 (3.46%)	SQL Server Reporting Services
14	7 (3.03%)	Apache Cassandra
14	7 (3.03%)	BusinessObjects
14	7 (3.03%)	MySQL

Development Applications
1	8 (3.46%)	Toad
2	1 (0.43%)	Talend Open Studio

General
1	65 (28.14%)	Marketing
2	52 (22.51%)	Finance
3	29 (12.55%)	Retail
4	16 (6.93%)	Banking
5	10 (4.33%)	Advertising
6	8 (3.46%)	German Language
7	5 (2.16%)	Aerospace
7	5 (2.16%)	Games
7	5 (2.16%)	Legal
8	4 (1.73%)	French Language
8	4 (1.73%)	Investment Banking
8	4 (1.73%)	Retail Banking
9	2 (0.87%)	Telecoms
10	1 (0.43%)	Law
10	1 (0.43%)	Publishing

Job Titles
1	79 (34.20%)	Analyst
2	35 (15.15%)	Analytics Manager
3	31 (13.42%)	Data Scientist
4	29 (12.55%)	Senior Analyst
5	28 (12.12%)	Consultant
6	27 (11.69%)	Data Analyst
6	27 (11.69%)	Data Analytics Manager
7	21 (9.09%)	Analytics Consultant
8	18 (7.79%)	Data Analytics Consultant
8	18 (7.79%)	Data Consultant
9	17 (7.36%)	SQL Analyst
10	14 (6.06%)	Data Manager
10	14 (6.06%)	Marketing Analyst
11	13 (5.63%)	Insight Analyst
12	12 (5.19%)	Insight Manager
13	10 (4.33%)	Information Analyst
14	9 (3.90%)	SPSS Analyst
14	9 (3.90%)	SQL Data Analyst
15	8 (3.46%)	Senior Marketing Analyst
15	8 (3.46%)	User Experience Researcher

Libraries, Frameworks & Software Standards
1	12 (5.19%)	HTML
2	7 (3.03%)	XML
3	6 (2.60%)	Natural Language Processing
4	5 (2.16%)	JSON
4	5 (2.16%)	Regular Expression
5	2 (0.87%)	JSP
5	2 (0.87%)	Kafka
5	2 (0.87%)	MDX
5	2 (0.87%)	Pandas
5	2 (0.87%)	scikit-learn
5	2 (0.87%)	Spring
5	2 (0.87%)	Spring Security
5	2 (0.87%)	Web Services
5	2 (0.87%)	XSLT
6	1 (0.43%)	MLlib
6	1 (0.43%)	NumPy
6	1 (0.43%)	REST
6	1 (0.43%)	TensorFlow
6	1 (0.43%)	Theano
6	1 (0.43%)	Velocity

Miscellaneous
1	120 (51.95%)	Analytical Skills
2	16 (6.93%)	Algorithms
2	16 (6.93%)	Computer Science
2	16 (6.93%)	Credit Risk
3	13 (5.63%)	Fintech
4	11 (4.76%)	Social Media
5	10 (4.33%)	NHS
5	10 (4.33%)	User Experience
6	6 (2.60%)	Social Network
7	2 (0.87%)	Digital Media
7	2 (0.87%)	FMCG
8	1 (0.43%)	Replication
8	1 (0.43%)	Robotics
8	1 (0.43%)	Smartphone
8	1 (0.43%)	Virtual Team

Operating Systems
1	17 (7.36%)	Linux
2	5 (2.16%)	Unix
3	2 (0.87%)	Solaris
3	2 (0.87%)	Windows

Processes & Methodologies
1	176 (76.19%)	Analytics
2	82 (35.50%)	Business Intelligence
3	78 (33.77%)	Data Analytics
4	57 (24.68%)	Statistics
5	55 (23.81%)	Data Analysis
6	54 (23.38%)	Visualisation
7	48 (20.78%)	Mathematics
8	35 (15.15%)	Data Visualisation
9	33 (14.29%)	Agile Software Development
9	33 (14.29%)	Data Modelling
9	33 (14.29%)	ETL
10	32 (13.85%)	CRM
11	30 (12.99%)	Data Management
11	30 (12.99%)	Statistical Analysis
12	29 (12.55%)	Machine Learning
13	26 (11.26%)	Statistical Modelling
14	23 (9.96%)	Open Source
14	23 (9.96%)	Web Analytics
15	22 (9.52%)	Data Strategy
16	21 (9.09%)	Predictive Analytics

Programming Languages
1	128 (55.41%)	R
1	128 (55.41%)	SQL
2	112 (48.48%)	Python
3	26 (11.26%)	MATLAB
3	26 (11.26%)	VBA
4	24 (10.39%)	Java
5	16 (6.93%)	Scala
6	14 (6.06%)	PHP
7	11 (4.76%)	JavaScript
8	6 (2.60%)	C
9	4 (1.73%)	C++
10	3 (1.30%)	Shell Script
10	3 (1.30%)	VB
11	2 (0.87%)	C#
11	2 (0.87%)	Perl
12	1 (0.43%)	F#
12	1 (0.43%)	Julia
12	1 (0.43%)	T-SQL

Qualifications
1	88 (38.10%)	Degree
2	24 (10.39%)	PhD
3	22 (9.52%)	Security Cleared
4	21 (9.09%)	Master's Degree
5	17 (7.36%)	Numerate Degree
6	9 (3.90%)	Postgraduate
6	9 (3.90%)	SC Cleared
7	2 (0.87%)	DV Cleared
8	1 (0.43%)	AAT
8	1 (0.43%)	ACCA
8	1 (0.43%)	CIMA
8	1 (0.43%)	CTC Cleared

Quality Assurance & Compliance
1	18 (7.79%)	Data Quality
2	8 (3.46%)	QA
3	4 (1.73%)	Actionable Recommendations
3	4 (1.73%)	IFRS
3	4 (1.73%)	IFRS 9
4	1 (0.43%)	Sarbanes-Oxley

System Software
1	3 (1.30%)	Apache Flume
2	2 (0.87%)	Active Directory

Systems Management
1	1 (0.43%)	Tivoli

Vendors
1	98 (42.42%)	Tableau
2	37 (16.02%)	Microsoft
3	26 (11.26%)	Google
4	22 (9.52%)	Teradata
5	20 (8.66%)	Netezza
5	20 (8.66%)	SAP
6	18 (7.79%)	Adobe
7	16 (6.93%)	IBM
8	13 (5.63%)	Alteryx
9	11 (4.76%)	Cloudera
9	11 (4.76%)	Cognos
10	9 (3.90%)	Hortonworks
10	9 (3.90%)	Oracle
11	8 (3.46%)	MapR
12	7 (3.03%)	MicroStrategy
13	5 (2.16%)	RapidMiner
13	5 (2.16%)	TIBCO
14	4 (1.73%)	Facebook
14	4 (1.73%)	Omniture
14	4 (1.73%)	Twitter