The table below looks at the statistics for Postgraduate in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Postgraduate over the 3 months to 25 February 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Postgraduate
England / London
Rank 499 608 637
Rank change year-on-year
+109 +29
Permanent jobs citing Postgraduate 67 38 13
As % of all permanent IT jobs located in London 0.20% 0.092% 0.031%
As % of the Qualifications category 0.87% 0.36% 0.12%
Number of salaries quoted 60 26 12
Median salary £110,000 £40,000 £42,000
Median salary % change year-on-year
+175.00% -4.76%
90% offered a salary of more than £57,250 £27,500 £40,000
10% offered a salary of more than £117,500 £53,750 £62,500
UK excluding London median salary £40,000 £44,000 £40,000
% change year-on-year
-9.09% +10.00%

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

Qualifications Category
London
Permanent IT job ads with a match in the
Qualifications category
7735 10642 10765
As % of all permanent IT jobs located in London 23.48% 25.90% 25.78%
Number of salaries quoted 6261 8907 8738
Median salary £57,500 £55,000 £50,000
Median salary % change year-on-year
+4.54% +10.00%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £82,500 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £42,500

Postgraduate
Jobs Demand Trend in London

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

Postgraduate Jobs Demand Trend in London

Postgraduate
Salary Trend in London

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

Postgraduate Salary Trend in London

Postgraduate
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Postgraduate across the London region over the 3 months to 25 February 2017.

Postgraduate Salary Histogram in London

Postgraduate
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Postgraduate within the London region over the 3 months to 25 February 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 +88 46 £110,000 +175.00% 1
Docklands, London - 2 £52,500 -
Postgraduate
England

Postgraduate
Top 30 Related IT Skills in London

For the 6 months to 25 February 2017, IT jobs citing Postgraduate 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 Postgraduate.

1 103 (93.64%) Degree
2 80 (72.73%) Analytical Skills
3 79 (71.82%) Computer Science
4 73 (66.36%) PhD
5 72 (65.45%) Mentoring
6 69 (62.73%) Advertising
7 40 (36.36%) Enterprise Architecture
8 33 (30.00%) Information Security
9 32 (29.09%) C
9 32 (29.09%) Data Architecture
10 31 (28.18%) Analytics
10 31 (28.18%) Finance
11 25 (22.73%) Front Office
12 23 (20.91%) Marketing
13 22 (20.00%) Big Data
13 22 (20.00%) Data Analytics
14 21 (19.09%) Oracle
15 19 (17.27%) Apache Hive
16 18 (16.36%) NoSQL
16 18 (16.36%) Apache Flume
16 18 (16.36%) HDFS
16 18 (16.36%) Data Ingestion
16 18 (16.36%) CRM
17 16 (14.55%) Back Office
17 16 (14.55%) Mathematics
17 16 (14.55%) Data Management
17 16 (14.55%) HAWQ
17 16 (14.55%) Yammer
17 16 (14.55%) API Integration
17 16 (14.55%) Sqoop

Postgraduate
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 8 (7.27%) SAS
2 5 (4.55%) Apache Spark
3 3 (2.73%) SharePoint
4 1 (0.91%) Confluence
4 1 (0.91%) WordPress
Applications
1 7 (6.36%) SPSS
2 4 (3.64%) EViews
2 4 (3.64%) MS Excel
3 1 (0.91%) Mathematica
3 1 (0.91%) MS PowerPoint
Cloud Services
1 16 (14.55%) SaaS
1 16 (14.55%) Yammer
2 2 (1.82%) Amazon AWS
2 2 (1.82%) Amazon S3
3 1 (0.91%) GitHub
Database & Business Intelligence
1 22 (20.00%) Big Data
2 19 (17.27%) Apache Hive
3 18 (16.36%) NoSQL
4 16 (14.55%) HAWQ
4 16 (14.55%) Sqoop
5 6 (5.45%) SQL Server
6 5 (4.55%) Hadoop
7 3 (2.73%) MySQL
8 2 (1.82%) BusinessObjects XI
8 2 (1.82%) Data Mining
8 2 (1.82%) HBase
8 2 (1.82%) Impala
8 2 (1.82%) MongoDB
8 2 (1.82%) Neo4j
8 2 (1.82%) OLAP
8 2 (1.82%) QlikView
8 2 (1.82%) RDBMS
8 2 (1.82%) Redis
8 2 (1.82%) Relational Database
8 2 (1.82%) SQL Server Analysis Services
Development Applications
1 4 (3.64%) Visual Studio
2 3 (2.73%) Eclipse
3 2 (1.82%) gulp
4 1 (0.91%) Bugzilla
4 1 (0.91%) CppUnit
4 1 (0.91%) Selenium
4 1 (0.91%) SpecFlow
4 1 (0.91%) TeamCity
General
1 69 (62.73%) Advertising
2 31 (28.18%) Finance
3 25 (22.73%) Front Office
4 23 (20.91%) Marketing
5 16 (14.55%) Back Office
6 12 (10.91%) Banking
7 7 (6.36%) Investment Banking
8 4 (3.64%) Retail
8 4 (3.64%) Retail Banking
9 2 (1.82%) Games
9 2 (1.82%) Manufacturing
9 2 (1.82%) Telecoms
10 1 (0.91%) Brand Awareness
Job Titles
1 69 (62.73%) Architect
2 54 (49.09%) Enterprise Architect
3 16 (14.55%) Data Architect
3 16 (14.55%) Enterprise Data Architect
3 16 (14.55%) Platform Architect
4 13 (11.82%) Developer
4 13 (11.82%) Enterprise Information Architect
4 13 (11.82%) Enterprise Security Architect
4 13 (11.82%) Information Architect
4 13 (11.82%) Information Security Architect
4 13 (11.82%) Security Architect
5 6 (5.45%) Analyst
6 5 (4.55%) Software Engineer
7 4 (3.64%) Credit Analyst
7 4 (3.64%) Credit Risk Analyst
7 4 (3.64%) Risk Analyst
7 4 (3.64%) Team Leader
8 3 (2.73%) Junior
8 3 (2.73%) Junior Developer
8 3 (2.73%) Software Developer
Libraries, Frameworks & Software Standards
1 16 (14.55%) Kafka
2 9 (8.18%) .NET
3 6 (5.45%) WCF
3 6 (5.45%) Web Services
4 4 (3.64%) CSS
4 4 (3.64%) CSS3
4 4 (3.64%) HTML
5 3 (2.73%) Akka
5 3 (2.73%) AngularJS
5 3 (2.73%) ASP.NET
5 3 (2.73%) ASP.NET MVC
5 3 (2.73%) ASP.NET Web Forms
5 3 (2.73%) FIX Protocol
5 3 (2.73%) jQuery
5 3 (2.73%) JSON
5 3 (2.73%) REST
5 3 (2.73%) RESTful
5 3 (2.73%) SOAP
5 3 (2.73%) WPF
5 3 (2.73%) XML
Miscellaneous
1 80 (72.73%) Analytical Skills
2 79 (71.82%) Computer Science
3 7 (6.36%) Algorithms
4 6 (5.45%) Credit Risk
4 6 (5.45%) Foreign Exchange (FX)
4 6 (5.45%) Robotics
4 6 (5.45%) SCADA
5 5 (4.55%) User Experience
6 3 (2.73%) Credit Derivative
6 3 (2.73%) Derivative
6 3 (2.73%) Equities
7 2 (1.82%) Management Information System
7 2 (1.82%) Reference Data
7 2 (1.82%) Replication
7 2 (1.82%) Semantic Web
7 2 (1.82%) Social Media
8 1 (0.91%) 3D Graphics
8 1 (0.91%) Client/Server
Operating Systems
1 3 (2.73%) Linux
Processes & Methodologies
1 72 (65.45%) Mentoring
2 40 (36.36%) Enterprise Architecture
3 33 (30.00%) Information Security
4 32 (29.09%) Data Architecture
5 31 (28.18%) Analytics
6 22 (20.00%) Data Analytics
7 18 (16.36%) CRM
7 18 (16.36%) Data Ingestion
8 16 (14.55%) API Integration
8 16 (14.55%) Data Management
8 16 (14.55%) Master Data Management
8 16 (14.55%) Mathematics
9 13 (11.82%) Agile Software Development
9 13 (11.82%) Security Architecture
10 11 (10.00%) Software Engineering
11 7 (6.36%) Project Management
12 6 (5.45%) Credit Risk Management
12 6 (5.45%) Physics
12 6 (5.45%) Risk Management
12 6 (5.45%) Statistics
Programming Languages
1 32 (29.09%) C
2 12 (10.91%) C#
3 10 (9.09%) R
3 10 (9.09%) SQL
4 8 (7.27%) Java
4 8 (7.27%) Python
5 7 (6.36%) JavaScript
6 6 (5.45%) C++
6 6 (5.45%) MATLAB
6 6 (5.45%) Scala
7 2 (1.82%) Bash Shell
7 2 (1.82%) Cypher
7 2 (1.82%) Fortran
7 2 (1.82%) Perl
7 2 (1.82%) SPARQL
8 1 (0.91%) Clojure
8 1 (0.91%) F#
8 1 (0.91%) Haskell
8 1 (0.91%) Lua
8 1 (0.91%) PHP
Qualifications
1 103 (93.64%) Degree
2 73 (66.36%) PhD
3 1 (0.91%) MBA
3 1 (0.91%) Oracle Certification
Quality Assurance & Compliance
1 4 (3.64%) IFRS
1 4 (3.64%) IFRS 9
2 2 (1.82%) Basel III
2 2 (1.82%) Dodd-Frank
3 1 (0.91%) QA
System Software
1 18 (16.36%) Apache Flume
1 18 (16.36%) HDFS
2 2 (1.82%) Docker
3 1 (0.91%) GridGain
Systems Management
1 2 (1.82%) Dokku
1 2 (1.82%) Oozie
Vendors
1 21 (19.09%) Oracle
2 3 (2.73%) Facebook
3 2 (1.82%) Actian
3 2 (1.82%) Tableau
3 2 (1.82%) Teradata
4 1 (0.91%) Ariba
4 1 (0.91%) Cognizant
4 1 (0.91%) Marketo
4 1 (0.91%) Microsoft
4 1 (0.91%) Perforce
4 1 (0.91%) Salesforce.com
City, London
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