Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Risk Analytics
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 858 1091 1133
Rank change year-on-year +233 +42 +44
Permanent jobs citing Risk Analytics 302 94 144
As % of all permanent IT jobs advertised in England 0.18% 0.052% 0.070%
As % of the Processes & Methodologies category 0.20% 0.059% 0.079%
Number of salaries quoted 74 56 122
England median annual salary £70,000 £72,500 £50,000
Median salary % change year-on-year -3.45% +45.00% -13.79%
10th Percentile £50,375 £43,750 £35,000
90th Percentile £110,250 £104,375 £108,000
UK median annual salary £73,750 £72,500 £50,000
% change year-on-year +1.72% +45.00% -13.04%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 150826 160156 182795
As % of all permanent IT jobs advertised in England 89.93% 89.37% 88.72%
Number of salaries quoted 119888 134356 152138
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Risk Analytics
Job Vacancy Trend in England

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

Job vacancy trend for Risk Analytics in England

Risk Analytics
Salary Trend in England

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

Salary trend for Risk Analytics in England

Risk Analytics
Salary Histogram in England

The salary distribution of IT jobs citing Risk Analytics in England over the 6 months to 18 November 2017.

Salary histogram for Risk Analytics in England

Risk Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Risk Analytics within the England region over the 6 months to 18 November 2017. 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
London +183 267 £85,000 +13.33% 3
East of England +26 19 £65,000 +20.93%
North of England - 11 £60,000 -
Yorkshire - 8 £63,750 -
South East +37 4 £50,000 +25.00%
North West - 3 £38,500 -
Midlands +27 1 - -
West Midlands +17 1 - -
Risk Analytics
UK

For the 6 months to 18 November 2017, IT jobs citing Risk Analytics 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 England region with a requirement for Risk Analytics.

1 302 (100.00%) Analytics
2 286 (94.70%) Finance
3 250 (82.78%) Banking
4 238 (78.81%) Investment Banking
5 230 (76.16%) Credit Risk
6 219 (72.52%) Asset Management
7 217 (71.85%) Retail Banking
8 216 (71.52%) Wealth Management
9 208 (68.87%) SQL
10 157 (51.99%) SDLC
11 152 (50.33%) Derivative
12 136 (45.03%) JIRA
13 132 (43.71%) Foreign Exchange (FX)
14 131 (43.38%) Agile Software Development
15 123 (40.73%) Credit Risk Analytics
16 118 (39.07%) Equities
17 104 (34.44%) TDD
18 102 (33.77%) C#
18 102 (33.77%) Analytical Skills
19 96 (31.79%) Microsoft
20 93 (30.79%) Basel III
20 93 (30.79%) OTC Derivatives
21 88 (29.14%) Project Management
21 88 (29.14%) Software Engineering
21 88 (29.14%) Business Analysis
22 86 (28.48%) Microsoft Excel
23 84 (27.81%) Front Office
24 66 (21.85%) Oracle
25 63 (20.86%) Risk Management
25 63 (20.86%) Oracle Database

Risk Analytics
Co-occurring IT Skills in England 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 9 (2.98%) Elasticsearch
1 9 (2.98%) SAS
2 5 (1.66%) Apache Spark
3 1 (0.33%) Apache
Applications
1 86 (28.48%) Microsoft Excel
Cloud Services
1 19 (6.29%) Microsoft Azure
2 5 (1.66%) PaaS
3 4 (1.32%) Amazon AWS
4 1 (0.33%) Google Cloud Platform
Communications & Networking
1 3 (0.99%) HTTP
Database & Business Intelligence
1 63 (20.86%) Oracle Database
2 49 (16.23%) Oracle Database 10g
2 49 (16.23%) Oracle Database 11g
3 16 (5.30%) SQL Server
4 12 (3.97%) Big Data
5 6 (1.99%) Hadoop
6 3 (0.99%) Base SAS
6 3 (0.99%) MongoDB
6 3 (0.99%) NoSQL
6 3 (0.99%) QlikView
7 2 (0.66%) Power BI
8 1 (0.33%) BigQuery
8 1 (0.33%) Data Warehouse
8 1 (0.33%) PostgreSQL
8 1 (0.33%) Spotfire
8 1 (0.33%) SQL Server Integration Services
Development Applications
1 136 (45.03%) JIRA
2 51 (16.89%) Visual Studio
3 44 (14.57%) TeamCity
4 26 (8.61%) NUnit
5 19 (6.29%) Git (software)
6 7 (2.32%) Team Foundation Server
7 5 (1.66%) Moq
7 5 (1.66%) MSTest
8 4 (1.32%) Jenkins
9 1 (0.33%) Protractor
9 1 (0.33%) Selenium
General
1 286 (94.70%) Finance
2 250 (82.78%) Banking
3 238 (78.81%) Investment Banking
4 217 (71.85%) Retail Banking
5 84 (27.81%) Front Office
6 10 (3.31%) Financial Institution
7 5 (1.66%) Retail
8 3 (0.99%) Back Office
8 3 (0.99%) Telecoms
9 2 (0.66%) Marketing
Job Titles
1 94 (31.13%) Analyst
2 87 (28.81%) Business Analyst
3 63 (20.86%) C# Software Engineer
3 63 (20.86%) Software Engineer
4 55 (18.21%) Developer
4 55 (18.21%) Risk Analyst
5 53 (17.55%) Risk Analytics Analyst
6 50 (16.56%) Risk Analytics Business Analyst
6 50 (16.56%) Risk Business Analyst
7 49 (16.23%) Senior C# Software Engineer
7 49 (16.23%) Senior Software Engineer
8 46 (15.23%) DevOps Engineer
9 38 (12.58%) Credit Analyst
10 37 (12.25%) C# Developer
11 34 (11.26%) Risk Manager
12 33 (10.93%) Senior Analyst
13 32 (10.60%) Analytics Manager
13 32 (10.60%) Risk Analytics Manager
14 31 (10.26%) Senior Risk Analyst
15 29 (9.60%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 52 (17.22%) Web Services
2 24 (7.95%) .NET
3 23 (7.62%) WPF
4 20 (6.62%) WinForms
5 15 (4.97%) ASP.NET
6 11 (3.64%) WCF
7 10 (3.31%) ASP.NET MVC
7 10 (3.31%) Velocity
8 9 (2.98%) RESTful
9 6 (1.99%) AngularJS
10 5 (1.66%) ASP.NET Core
10 5 (1.66%) HTML
10 5 (1.66%) HTML5
10 5 (1.66%) REST
11 4 (1.32%) ASP.NET Web API
12 3 (0.99%) .NET Framework
12 3 (0.99%) MDX
12 3 (0.99%) Twitter Bootstrap
13 2 (0.66%) React
14 1 (0.33%) scikit-learn
Miscellaneous
1 230 (76.16%) Credit Risk
2 152 (50.33%) Derivative
3 132 (43.71%) Foreign Exchange (FX)
4 118 (39.07%) Equities
5 102 (33.77%) Analytical Skills
6 93 (30.79%) OTC Derivatives
7 25 (8.28%) Computer Science
8 22 (7.28%) Algorithms
9 15 (4.97%) Enterprise Software
10 7 (2.32%) Credit Derivative
10 7 (2.32%) Equity Derivative
10 7 (2.32%) Grid Computing
10 7 (2.32%) Reference Data
11 6 (1.99%) Market Risk
12 5 (1.66%) Management Information System
12 5 (1.66%) Reinsurance
13 3 (0.99%) FMCG
14 1 (0.33%) AS400
14 1 (0.33%) Hedge funds
14 1 (0.33%) Robotics
Operating Systems
1 52 (17.22%) Windows
2 47 (15.56%) Linux
3 3 (0.99%) Red Hat Enterprise Linux
4 1 (0.33%) AIX
4 1 (0.33%) Solaris
4 1 (0.33%) Windows Server 2003
Processes & Methodologies
1 302 (100.00%) Analytics
2 219 (72.52%) Asset Management
3 216 (71.52%) Wealth Management
4 157 (51.99%) SDLC
5 131 (43.38%) Agile Software Development
6 123 (40.73%) Credit Risk Analytics
7 104 (34.44%) TDD
8 88 (29.14%) Business Analysis
8 88 (29.14%) Project Management
8 88 (29.14%) Software Engineering
9 63 (20.86%) Risk Management
10 49 (16.23%) Data Integration
10 49 (16.23%) Performance Tuning
11 46 (15.23%) DevOps
12 45 (14.90%) Continuous Integration
13 27 (8.94%) Scrum
14 26 (8.61%) Mathematics
15 24 (7.95%) Strategic Thinking
16 21 (6.95%) Financial Modelling
17 19 (6.29%) OO
Programming Languages
1 208 (68.87%) SQL
2 102 (33.77%) C#
3 43 (14.24%) PowerShell
4 30 (9.93%) Python
5 29 (9.60%) Java
6 19 (6.29%) C++
7 13 (4.30%) JavaScript
8 7 (2.32%) PL/SQL
8 7 (2.32%) VBA
9 4 (1.32%) Scala
10 3 (0.99%) Bash Shell
11 1 (0.33%) F#
11 1 (0.33%) R
11 1 (0.33%) Shell Script
Qualifications
1 26 (8.61%) Degree
2 6 (1.99%) PhD
3 4 (1.32%) CISA
3 4 (1.32%) CISM
3 4 (1.32%) CISSP
3 4 (1.32%) CRISC
Quality Assurance & Compliance
1 93 (30.79%) Basel III
2 6 (1.99%) IFRS
2 6 (1.99%) IFRS 9
3 5 (1.66%) ISO/IEC 27001
3 5 (1.66%) QA
System Software
1 4 (1.32%) Docker
Systems Management
1 4 (1.32%) Kubernetes
2 3 (0.99%) Ansible
Vendors
1 96 (31.79%) Microsoft
2 66 (21.85%) Oracle
3 3 (0.99%) DevExpress
3 3 (0.99%) Red Hat
3 3 (0.99%) Tableau
4 2 (0.66%) TOWER Software
5 1 (0.33%) Cloudera
5 1 (0.33%) Google
5 1 (0.33%) MapR
5 1 (0.33%) MicroStrategy
5 1 (0.33%) SAP
5 1 (0.33%) Teradata