Period
to 20 May 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Risk Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Risk Analytics over the 6 months to 20 May 2018 with a comparison to the same period in the previous 2 years.

Risk Analytics
UK
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 1052 1062 1162
Rank change year-on-year +10 +100 +25
Permanent jobs citing Risk Analytics 125 99 129
As % of all permanent IT jobs advertised in the UK 0.073% 0.058% 0.064%
As % of the Processes & Methodologies category 0.080% 0.064% 0.071%
Number of salaries quoted 94 69 103
UK median annual salary £75,000 £67,500 £67,500
Median salary % change year-on-year +11.11% - +15.38%
10th Percentile £46,250 £43,750 £39,500
90th Percentile £105,000 £100,250 £99,250
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +22.22%

Risk Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 156,240 154,436 180,871
As % of all permanent IT jobs advertised in the UK 90.88% 90.53% 89.99%
Number of salaries quoted 125,771 126,652 150,381
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +3.26%
10th Percentile £29,711 £28,000 £27,500
90th Percentile £82,500 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +3.66%

Risk Analytics
Job Vacancy Trend

Job postings citing Risk Analytics as a percentage of all IT jobs advertised.

Job vacancy trend for Risk Analytics in the UK

Risk Analytics
Salary Trend

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

Salary trend for Risk Analytics in the UK

Risk Analytics
Salary Histogram

The salary distribution of IT jobs citing Risk Analytics over the 6 months to 20 May 2018.

Salary histogram for Risk Analytics in the UK

Risk Analytics
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Risk Analytics within the UK over the 6 months to 20 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +44 123 £75,000 +7.14% 17
London +18 86 £85,000 +21.43% 13
UK excluding London -8 39 £60,000 - 5
East of England +9 17 £57,500 -8.00% 1
South East +10 15 £70,000 +40.00% 2
South West -5 5 £60,000 - 1
Scotland -35 2 £42,500 -5.56% 1

For the 6 months to 20 May 2018, IT jobs citing Risk Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Risk Analytics.

1 125 (100.00%) Analytics
2 85 (68.00%) Finance
3 77 (61.60%) C#
4 70 (56.00%) .NET
5 65 (52.00%) SQL
6 62 (49.60%) Agile Software Development
7 60 (48.00%) Degree
8 48 (38.40%) Microsoft Azure
9 45 (36.00%) SQL Server
10 43 (34.40%) Git (software)
11 42 (33.60%) Mathematics
12 40 (32.00%) NUnit
13 38 (30.40%) Computer Science
13 38 (30.40%) Software Engineering
14 37 (29.60%) Unit Testing
15 36 (28.80%) TDD
16 35 (28.00%) ASP.NET
17 33 (26.40%) WPF
18 30 (24.00%) Market Risk
18 30 (24.00%) Microsoft
19 29 (23.20%) Banking
19 29 (23.20%) Risk Management
19 29 (23.20%) WCF
20 28 (22.40%) Windows
21 27 (21.60%) OO
21 27 (21.60%) SDLC
22 26 (20.80%) Analytical Skills
22 26 (20.80%) Financial Institution
22 26 (20.80%) Management Information System
22 26 (20.80%) Credit Risk

Risk Analytics
Co-occurring IT Skills 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 21 (16.80%) Elasticsearch
2 10 (8.00%) SAS
3 3 (2.40%) IIS
3 3 (2.40%) NServiceBus
3 3 (2.40%) WebSphere
4 1 (0.80%) Apache Spark
Applications
1 5 (4.00%) Microsoft Excel
2 3 (2.40%) Spreadsheet
3 2 (1.60%) SPSS
Business Applications
1 4 (3.20%) Markit EDM
2 1 (0.80%) SAP ERP
2 1 (0.80%) SAP InfiniteInsight
Cloud Services
1 48 (38.40%) Microsoft Azure
2 21 (16.80%) PaaS
3 8 (6.40%) Cloud Computing
4 6 (4.80%) Amazon AWS
5 4 (3.20%) SaaS
Communications & Networking
1 3 (2.40%) Remote Desktop
2 2 (1.60%) HTTP
Database & Business Intelligence
1 45 (36.00%) SQL Server
2 14 (11.20%) Big Data
3 8 (6.40%) SQL Server Integration Services
4 6 (4.80%) Oracle Database
5 5 (4.00%) Relational Database
6 4 (3.20%) NoSQL
7 3 (2.40%) Data Lake
7 3 (2.40%) Hadoop
7 3 (2.40%) RDBMS
7 3 (2.40%) SQL Server 2008
8 2 (1.60%) Oracle Database 10g
8 2 (1.60%) QlikView
9 1 (0.80%) Apache Hive
9 1 (0.80%) Data Mining
9 1 (0.80%) MongoDB
9 1 (0.80%) Oracle Database 11g
9 1 (0.80%) Oracle Database 12c
9 1 (0.80%) Power BI
9 1 (0.80%) Spotfire
Development Applications
1 43 (34.40%) Git (software)
2 40 (32.00%) NUnit
3 24 (19.20%) Moq
4 23 (18.40%) Team Foundation Server
5 21 (16.80%) MSTest
6 14 (11.20%) Visual Studio
7 7 (5.60%) JIRA
7 7 (5.60%) TeamCity
8 5 (4.00%) Hudson
8 5 (4.00%) Jenkins
8 5 (4.00%) Subversion
9 3 (2.40%) Artifactory
9 3 (2.40%) Bitbucket
9 3 (2.40%) NCrunch
9 3 (2.40%) ReSharper
General
1 85 (68.00%) Finance
2 29 (23.20%) Banking
3 26 (20.80%) Financial Institution
4 23 (18.40%) Front Office
5 21 (16.80%) Investment Banking
6 6 (4.80%) French Language
6 6 (4.80%) Italian Language
6 6 (4.80%) Retail
6 6 (4.80%) Spanish Language
7 5 (4.00%) German Language
8 3 (2.40%) Corporate Banking
8 3 (2.40%) Dutch Language
8 3 (2.40%) General Ledger
8 3 (2.40%) Portuguese Language
8 3 (2.40%) Turkish Language
9 2 (1.60%) Legal
10 1 (0.80%) Aerospace
10 1 (0.80%) Back Office
10 1 (0.80%) Telecoms
Job Titles
1 79 (63.20%) Developer
2 63 (50.40%) C# Developer
3 40 (32.00%) Senior C# Developer
3 40 (32.00%) Senior Developer
4 20 (16.00%) .NET Developer
4 20 (16.00%) C# .NET Developer
5 13 (10.40%) C# Software Developer
6 12 (9.60%) .NET Software Developer
6 12 (9.60%) Software Developer
7 10 (8.00%) Analytics Developer
7 10 (8.00%) Front Office Developer
7 10 (8.00%) Risk Manager
7 10 (8.00%) Senior .NET Developer
7 10 (8.00%) Senior C# .NET Developer
7 10 (8.00%) Senior UI Developer
7 10 (8.00%) UI Developer
8 9 (7.20%) Senior Manager
9 8 (6.40%) Risk Analytics Developer
9 8 (6.40%) Senior Risk Manager
10 7 (5.60%) Senior .NET Software Developer
Libraries, Frameworks & Software Standards
1 70 (56.00%) .NET
2 35 (28.00%) ASP.NET
3 33 (26.40%) WPF
4 29 (23.20%) WCF
5 26 (20.80%) RESTful
6 24 (19.20%) ASP.NET Web API
6 24 (19.20%) REST
7 21 (16.80%) ASP.NET Core
8 19 (15.20%) WinForms
9 14 (11.20%) ASP.NET MVC
10 11 (8.80%) Velocity
10 11 (8.80%) Web Services
11 8 (6.40%) Middleware
12 6 (4.80%) AngularJS
13 5 (4.00%) .NET Framework
14 3 (2.40%) MSMQ
14 3 (2.40%) WebSphere MQ
15 2 (1.60%) Django
15 2 (1.60%) HTML
15 2 (1.60%) jQuery
Miscellaneous
1 38 (30.40%) Computer Science
2 30 (24.00%) Market Risk
3 26 (20.80%) Analytical Skills
3 26 (20.80%) Credit Risk
3 26 (20.80%) Management Information System
4 24 (19.20%) Enterprise Software
5 18 (14.40%) Algorithms
6 13 (10.40%) Equities
7 10 (8.00%) Derivative
7 10 (8.00%) Fintech
8 8 (6.40%) Fixed Income
9 6 (4.80%) Hedge funds
10 5 (4.00%) Grid Computing
11 3 (2.40%) Cyberthreat
11 3 (2.40%) Self-Motivation
12 2 (1.60%) Reference Data
13 1 (0.80%) FMCG
13 1 (0.80%) OTC Derivatives
13 1 (0.80%) Virtual Team
Operating Systems
1 28 (22.40%) Windows
2 10 (8.00%) Unix
3 5 (4.00%) Linux
4 3 (2.40%) Windows Server
Processes & Methodologies
1 125 (100.00%) Analytics
2 62 (49.60%) Agile Software Development
3 42 (33.60%) Mathematics
4 38 (30.40%) Software Engineering
5 37 (29.60%) Unit Testing
6 36 (28.80%) TDD
7 29 (23.20%) Risk Management
8 27 (21.60%) OO
8 27 (21.60%) SDLC
9 23 (18.40%) Financial Modelling
9 23 (18.40%) Microservices
9 23 (18.40%) Portfolio Management
9 23 (18.40%) Test Automation
10 21 (16.80%) Business Intelligence
10 21 (16.80%) Collaborative Working
10 21 (16.80%) Data Modelling
10 21 (16.80%) Scrum
10 21 (16.80%) SOA
10 21 (16.80%) SOLID
10 21 (16.80%) Workflow
Programming Languages
1 77 (61.60%) C#
2 65 (52.00%) SQL
3 21 (16.80%) Java
4 20 (16.00%) Python
5 18 (14.40%) C++
5 18 (14.40%) JavaScript
6 10 (8.00%) Perl
7 9 (7.20%) R
8 8 (6.40%) VBA
9 7 (5.60%) Scala
10 6 (4.80%) F#
10 6 (4.80%) PowerShell
11 5 (4.00%) Shell Script
11 5 (4.00%) VB
12 3 (2.40%) C
12 3 (2.40%) PL/SQL
13 2 (1.60%) Haskell
14 1 (0.80%) MATLAB
Qualifications
1 60 (48.00%) Degree
2 5 (4.00%) Computer Science Degree
3 3 (2.40%) GSEC
4 2 (1.60%) CISA
4 2 (1.60%) CISSP
4 2 (1.60%) Numerate Degree
5 1 (0.80%) CFA
5 1 (0.80%) CISM
5 1 (0.80%) CRISC
5 1 (0.80%) ISACA
Quality Assurance & Compliance
1 21 (16.80%) QA
2 5 (4.00%) IFRS
2 5 (4.00%) IFRS 9
3 2 (1.60%) ISO/IEC 27001
4 1 (0.80%) COREP
System Software
1 6 (4.80%) Active Directory
2 4 (3.20%) Docker
Systems Management
1 2 (1.60%) Oracle Enterprise Manager
2 1 (0.80%) Kubernetes
Vendors
1 30 (24.00%) Microsoft
2 13 (10.40%) Oracle
3 8 (6.40%) TOWER Software
4 6 (4.80%) Citrix
5 5 (4.00%) Algorithmics
5 5 (4.00%) DevExpress
5 5 (4.00%) Perforce
6 3 (2.40%) Cisco
6 3 (2.40%) Sybase
6 3 (2.40%) Tableau
6 3 (2.40%) VMware
7 1 (0.80%) Alteryx
7 1 (0.80%) SAP