Period
to 22 September 2018

The table below looks at the prevalence of the term Derivative in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Derivative over the 6 months to 22 September 2018 with a comparison to the same period over the previous 2 years.

Derivatives
UK > England
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 389 286 397
Rank change year-on-year -103 +111 -95
Permanent jobs citing Derivative 1,229 2,046 1,461
As % of all permanent IT jobs advertised in England 0.79% 1.23% 0.80%
As % of the Miscellaneous category 1.80% 2.76% 1.86%
Number of salaries quoted 960 772 1,164
England median annual salary £75,000 £77,500 £72,500
Median salary % change year-on-year -3.23% +6.90% +7.41%
10th Percentile £47,500 £48,750 £43,750
90th Percentile £120,000 £116,250 £112,500
UK median annual salary £75,000 £80,000 £72,500
% change year-on-year -6.25% +10.34% +7.41%

Derivative is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 68,279 74,213 78,567
As % of all permanent IT jobs advertised in England 43.97% 44.73% 42.92%
Number of salaries quoted 53,094 56,180 65,244
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £86,250 £82,500 £80,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Derivative
Job Vacancy Trend in England

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

Job vacancy trend for Derivative in England

Derivative
Salary Trend in England

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

Salary trend for Derivative in England

Derivative
Salary Histogram in England

The salary distribution of IT jobs citing Derivative in England over the 6 months to 22 September 2018.

Salary histogram for Derivative in England

Derivative
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Derivative within the England region over the 6 months to 22 September 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
London -77 1,212 £77,500 -3.13% 82
South East +18 14 £62,500 +58.23%
East of England +12 2 - -
North of England +22 1 £57,500 -4.17% 1
North West +6 1 £57,500 -4.17% 1
Derivative
UK

For the 6 months to 22 September 2018, IT jobs citing Derivative 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 across the England region with a requirement for Derivative.

1 953 (77.54%) Finance
2 592 (48.17%) SQL
3 582 (47.36%) Front Office
4 557 (45.32%) Foreign Exchange (FX)
5 537 (43.69%) Equities
6 516 (41.99%) Fixed Income
7 463 (37.67%) Banking
8 454 (36.94%) Java
9 389 (31.65%) C#
10 360 (29.29%) Degree
11 352 (28.64%) Python
12 339 (27.58%) Asset Management
13 302 (24.57%) Investment Management
14 284 (23.11%) Agile Software Development
15 278 (22.62%) Investment Banking
16 247 (20.10%) C++
17 245 (19.93%) Hedge funds
18 217 (17.66%) Software Engineering
19 205 (16.68%) SQL Server
20 171 (13.91%) .NET
20 171 (13.91%) Oracle
21 168 (13.67%) Computer Science
22 164 (13.34%) Analytical Skills
23 158 (12.86%) Problem-Solving
24 157 (12.77%) thinkFolio
25 149 (12.12%) Business Analysis
26 148 (12.04%) Unix
27 146 (11.88%) Mathematics
28 145 (11.80%) Analytics
29 143 (11.64%) Risk Management

Derivative
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 53 (4.31%) Tomcat
2 47 (3.82%) Apache
2 47 (3.82%) Apache Spark
3 23 (1.87%) IIS
4 22 (1.79%) Oracle Workflow
5 9 (0.73%) Cloud Foundry
5 9 (0.73%) Ethereum
6 7 (0.57%) Oracle Coherence
7 6 (0.49%) Confluence
8 3 (0.24%) SAS
9 2 (0.16%) GemFire
10 1 (0.081%) IPython
10 1 (0.081%) JBoss
10 1 (0.081%) Oracle SOA Suite
10 1 (0.081%) SharePoint
10 1 (0.081%) Tornado
10 1 (0.081%) WebLogic
Applications
1 41 (3.34%) Microsoft Excel
2 6 (0.49%) Microsoft Office
3 4 (0.33%) Microsoft PowerPoint
4 2 (0.16%) Microsoft Project
5 1 (0.081%) MS Visio
5 1 (0.081%) Spreadsheet
Business Applications
1 157 (12.77%) thinkFolio
2 97 (7.89%) Front Arena
3 95 (7.73%) Markit EDM
4 43 (3.50%) Eagle PACE
5 27 (2.20%) Bloomberg AIM
6 12 (0.98%) SunGard GMI
7 9 (0.73%) LatentZero
7 9 (0.73%) Ripple
8 3 (0.24%) Sentinel
9 1 (0.081%) FINCAD Analytics
9 1 (0.081%) Temenos T24
Cloud Services
1 104 (8.46%) Amazon AWS
2 49 (3.99%) SaaS
3 11 (0.90%) CloudFront
4 8 (0.65%) Microsoft Azure
5 7 (0.57%) AWS Lambda
5 7 (0.57%) Serverless
6 6 (0.49%) NuGet
7 5 (0.41%) Yarn
8 4 (0.33%) Amazon EC2
8 4 (0.33%) Amazon S3
8 4 (0.33%) AWS Elastic Beanstalk
8 4 (0.33%) GitHub
9 3 (0.24%) npm
9 3 (0.24%) Route 53
9 3 (0.24%) Slack
9 3 (0.24%) Trello
10 1 (0.081%) Amazon CloudWatch
10 1 (0.081%) Amazon Kinesis
10 1 (0.081%) Fastly
10 1 (0.081%) Virtual Private Cloud
Communications & Networking
1 19 (1.55%) FIX Connectivity
2 9 (0.73%) HTTP
3 7 (0.57%) LAN
3 7 (0.57%) WAN
4 6 (0.49%) Internet
5 5 (0.41%) FTP
6 4 (0.33%) AMQP
6 4 (0.33%) TCP/IP
7 3 (0.24%) SSH
8 2 (0.16%) 2G
8 2 (0.16%) 3G
8 2 (0.16%) 4G
8 2 (0.16%) Bluetooth
8 2 (0.16%) DNS
8 2 (0.16%) GSM
8 2 (0.16%) iBeacon
8 2 (0.16%) RFID
8 2 (0.16%) SSL
8 2 (0.16%) Wi-Fi
9 1 (0.081%) PuTTY
Database & Business Intelligence
1 205 (16.68%) SQL Server
2 92 (7.49%) Big Data
3 90 (7.32%) Relational Database
4 35 (2.85%) Data Warehouse
4 35 (2.85%) SQL Server Reporting Services
5 28 (2.28%) DB2
6 27 (2.20%) NoSQL
6 27 (2.20%) SQL Server Integration Services
7 25 (2.03%) Blockchain
7 25 (2.03%) Hadoop
7 25 (2.03%) RDBMS
8 22 (1.79%) Crystal Reports
9 20 (1.63%) MySQL
10 16 (1.30%) Apache Cassandra
11 13 (1.06%) HBase
12 12 (0.98%) Data Lake
13 9 (0.73%) Amazon Redshift
13 9 (0.73%) MongoDB
13 9 (0.73%) Oracle Database
14 8 (0.65%) QlikView
Development Applications
1 95 (7.73%) TeamCity
2 63 (5.13%) Jenkins
3 56 (4.56%) Atlassian Bamboo
4 45 (3.66%) Octopus Deploy
5 43 (3.50%) JIRA
6 39 (3.17%) Git (software)
7 37 (3.01%) Visual Studio Team System
8 35 (2.85%) Maven
9 32 (2.60%) MSBuild
10 29 (2.36%) Visual Studio
11 25 (2.03%) JUnit
12 13 (1.06%) NUnit
12 13 (1.06%) Team Foundation Server
13 12 (0.98%) Mockito
13 12 (0.98%) SpecFlow
14 11 (0.90%) Eclipse
15 10 (0.81%) Selenium
15 10 (0.81%) Subversion
16 8 (0.65%) IntelliJ
16 8 (0.65%) Mocha
General
1 953 (77.54%) Finance
2 582 (47.36%) Front Office
3 463 (37.67%) Banking
4 278 (22.62%) Investment Banking
5 77 (6.27%) Financial Institution
6 68 (5.53%) Back Office
7 43 (3.50%) French Language
7 43 (3.50%) German Language
7 43 (3.50%) Italian Language
8 25 (2.03%) Advertising
9 16 (1.30%) Spanish Language
10 15 (1.22%) Legal
11 8 (0.65%) Marketing
11 8 (0.65%) Retail
12 6 (0.49%) General Ledger
13 4 (0.33%) Law
13 4 (0.33%) Prime Brokerage
14 3 (0.24%) Corporate Banking
14 3 (0.24%) Games
15 1 (0.081%) Telecoms
Job Titles
1 536 (43.61%) Developer
2 292 (23.76%) Analyst
3 192 (15.62%) Java Developer
4 140 (11.39%) Business Analyst
5 131 (10.66%) C# Developer
6 104 (8.46%) Applications Support
7 92 (7.49%) Senior Developer
8 81 (6.59%) Support Analyst
9 79 (6.43%) Python Developer
10 76 (6.18%) Consultant
11 59 (4.80%) C++ Developer
11 59 (4.80%) Support Engineer
12 53 (4.31%) Quantitative Developer
13 51 (4.15%) Financial Analyst
14 49 (3.99%) SQL Analyst
15 46 (3.74%) Applications Engineer
16 45 (3.66%) Applications Support Engineer
17 44 (3.58%) Banking Analyst
18 42 (3.42%) Architect
19 41 (3.34%) Investment Banking Business Analyst
Libraries, Frameworks & Software Standards
1 171 (13.91%) .NET
2 123 (10.01%) FIX Protocol
3 88 (7.16%) Spring
4 80 (6.51%) Web Services
5 68 (5.53%) AngularJS
5 68 (5.53%) WPF
6 50 (4.07%) React
7 43 (3.50%) XML
8 42 (3.42%) Kafka
9 38 (3.09%) WCF
10 36 (2.93%) .NET Framework
11 35 (2.85%) J2EE
11 35 (2.85%) RESTful
12 34 (2.77%) HTML
13 31 (2.52%) Node.js
14 28 (2.28%) Hibernate
15 26 (2.12%) JMS
16 24 (1.95%) CSS
17 23 (1.87%) Middleware
18 21 (1.71%) HTML5
Miscellaneous
1 557 (45.32%) Foreign Exchange (FX)
2 537 (43.69%) Equities
3 516 (41.99%) Fixed Income
4 245 (19.93%) Hedge funds
5 168 (13.67%) Computer Science
6 164 (13.34%) Analytical Skills
7 133 (10.82%) Equity Derivative
8 124 (10.09%) OTC Derivatives
9 114 (9.28%) Fintech
10 84 (6.83%) Exotic Derivative
11 72 (5.86%) Market Risk
12 71 (5.78%) Credit Derivative
13 68 (5.53%) Algorithms
14 59 (4.80%) Data Structures
14 59 (4.80%) Greenfield Project
15 58 (4.72%) Interest Rate Derivative
16 56 (4.56%) Cyberthreat
17 38 (3.09%) Management Information System
18 37 (3.01%) Self-Motivation
19 25 (2.03%) Virtual Team
Operating Systems
1 148 (12.04%) Unix
2 129 (10.50%) Linux
3 52 (4.23%) Windows
4 13 (1.06%) SUSE
4 13 (1.06%) Ubuntu
5 12 (0.98%) Fedora
6 11 (0.90%) CentOS
7 10 (0.81%) Red Hat Enterprise Linux
8 7 (0.57%) Solaris
8 7 (0.57%) Windows Server
9 3 (0.24%) Apple iOS
9 3 (0.24%) Windows 7
10 2 (0.16%) Windows NT
11 1 (0.081%) Debian
11 1 (0.081%) Oracle Linux
Processes & Methodologies
1 339 (27.58%) Asset Management
2 302 (24.57%) Investment Management
3 284 (23.11%) Agile Software Development
4 217 (17.66%) Software Engineering
5 158 (12.86%) Problem-Solving
6 149 (12.12%) Business Analysis
7 146 (11.88%) Mathematics
8 145 (11.80%) Analytics
9 143 (11.64%) Risk Management
10 139 (11.31%) OO
11 124 (10.09%) TDD
12 109 (8.87%) DevOps
13 107 (8.71%) Low Latency
14 106 (8.62%) Continuous Integration
15 105 (8.54%) Multithreading
16 81 (6.59%) Stakeholder Management
17 72 (5.86%) Electronic Trading
18 71 (5.78%) Test Automation
19 70 (5.70%) Project Management
19 70 (5.70%) SDLC
Programming Languages
1 592 (48.17%) SQL
2 454 (36.94%) Java
3 389 (31.65%) C#
4 352 (28.64%) Python
5 247 (20.10%) C++
6 102 (8.30%) Perl
7 96 (7.81%) JavaScript
8 84 (6.83%) Scala
9 79 (6.43%) Ruby
10 72 (5.86%) Bash Shell
11 63 (5.13%) VBA
12 62 (5.04%) T-SQL
13 60 (4.88%) Korn
14 58 (4.72%) Bourne shell
15 45 (3.66%) Java 8
16 41 (3.34%) PowerShell
16 41 (3.34%) R
17 37 (3.01%) PL/SQL
18 35 (2.85%) Shell Script
19 33 (2.69%) C
Qualifications
1 360 (29.29%) Degree
2 47 (3.82%) Computer Science Degree
3 45 (3.66%) Numerate Degree
4 32 (2.60%) Master's Degree
5 28 (2.28%) PhD
6 19 (1.55%) ISEB
7 8 (0.65%) CFA
8 6 (0.49%) ACCA
9 4 (0.33%) CIMA
10 3 (0.24%) ITIL Certification
11 1 (0.081%) DV Cleared
11 1 (0.081%) PRINCE2 Certification
11 1 (0.081%) RHCE
11 1 (0.081%) RHCSA
11 1 (0.081%) SC Cleared
11 1 (0.081%) Security Cleared
Quality Assurance & Compliance
1 62 (5.04%) MiFID
2 33 (2.69%) QA
3 13 (1.06%) EMIR
4 8 (0.65%) FATCA
5 3 (0.24%) Basel III
5 3 (0.24%) GDPR
6 2 (0.16%) IFRS
6 2 (0.16%) IFRS 9
6 2 (0.16%) UCITS
7 1 (0.081%) SLA
System Software
1 58 (4.72%) Docker
2 9 (0.73%) HDFS
3 4 (0.33%) Active Directory
4 1 (0.081%) Virtual Machines
4 1 (0.081%) VMware Infrastructure
Systems Management
1 22 (1.79%) Kubernetes
2 18 (1.46%) Automic
2 18 (1.46%) Dollar Universe
3 10 (0.81%) Mesos
3 10 (0.81%) Terraform
4 5 (0.41%) CA Spectrum
4 5 (0.41%) Control-M
4 5 (0.41%) ITRS Geneos
5 4 (0.33%) Ansible
6 2 (0.16%) Opscode Chef
6 2 (0.16%) Puppet
Vendors
1 171 (13.91%) Oracle
2 132 (10.74%) Charles River
3 123 (10.01%) Calypso
4 98 (7.97%) SimCorp
5 92 (7.49%) Bloomberg
6 85 (6.92%) FXall
7 73 (5.94%) Sybase
8 54 (4.39%) Reuters
9 52 (4.23%) Microsoft
10 48 (3.91%) Tradeweb
11 44 (3.58%) MarketAxess
12 39 (3.17%) Murex
13 32 (2.60%) TIBCO
14 19 (1.55%) Red Hat
15 18 (1.46%) Fidessa
15 18 (1.46%) ION Trading
16 15 (1.22%) FIS
16 15 (1.22%) Tableau
17 13 (1.06%) SunGard
18 11 (0.90%) Google