Period
to 20 November 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 20 November 2018 with a comparison to the same period over the previous 2 years.

Derivatives
UK > England
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 383 288 392
Rank change year-on-year -95 +104 -90
Permanent jobs citing Derivative 1,215 1,934 1,407
As % of all permanent IT jobs advertised in England 0.80% 1.15% 0.80%
As % of the Miscellaneous category 1.80% 2.57% 1.88%
Number of salaries quoted 979 708 1,080
England median annual salary £75,000 £75,000 £75,000
10th Percentile £47,500 £48,750 £43,750
90th Percentile £120,000 £115,375 £111,250
UK median annual salary £75,000 £75,000 £75,000

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 67,446 75,253 74,975
As % of all permanent IT jobs advertised in England 44.42% 44.63% 42.47%
Number of salaries quoted 52,805 57,175 62,177
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £87,500 £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 20 November 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 20 November 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 -62 1,192 £75,000 - 111
North of England +27 13 £57,500 -20.69% 1
North West +20 10 £57,500 -
South East +14 10 £77,500 +84.52% 4
Yorkshire - 3 - - 1
Derivative
UK

For the 6 months to 20 November 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.

1 928 (76.38%) Finance
2 559 (46.01%) SQL
3 535 (44.03%) Front Office
4 520 (42.80%) Foreign Exchange (FX)
5 515 (42.39%) Fixed Income
6 509 (41.89%) Java
7 498 (40.99%) Equities
8 455 (37.45%) Banking
9 377 (31.03%) C#
10 354 (29.14%) Python
11 328 (27.00%) Degree
12 294 (24.20%) Agile Software Development
13 293 (24.12%) C++
14 277 (22.80%) Asset Management
15 273 (22.47%) Investment Banking
16 252 (20.74%) Hedge funds
17 230 (18.93%) Investment Management
18 216 (17.78%) Software Engineering
19 209 (17.20%) Computer Science
19 209 (17.20%) SQL Server
20 169 (13.91%) Oracle
21 162 (13.33%) Unix
22 157 (12.92%) .NET
23 156 (12.84%) Mathematics
24 152 (12.51%) Linux
25 150 (12.35%) Equity Derivative
26 147 (12.10%) thinkFolio
26 147 (12.10%) Fintech
27 142 (11.69%) Business Analysis
28 135 (11.11%) FIX Protocol

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 59 (4.86%) Tomcat
2 48 (3.95%) Apache
3 47 (3.87%) Apache Spark
4 28 (2.30%) Oracle Workflow
5 17 (1.40%) IIS
6 11 (0.91%) Ethereum
7 6 (0.49%) Oracle Coherence
8 4 (0.33%) Cloud Foundry
8 4 (0.33%) GemFire
8 4 (0.33%) SAS
9 3 (0.25%) Confluence
10 1 (0.082%) JBoss
10 1 (0.082%) Oracle SOA Suite
10 1 (0.082%) WebLogic
10 1 (0.082%) WebSphere
Applications
1 43 (3.54%) Microsoft Excel
2 8 (0.66%) Spreadsheet
3 2 (0.16%) Microsoft Office
4 1 (0.082%) Microsoft Project
4 1 (0.082%) MS Visio
Business Applications
1 147 (12.10%) thinkFolio
2 84 (6.91%) Markit EDM
3 76 (6.26%) Front Arena
4 21 (1.73%) Eagle PACE
5 16 (1.32%) Bloomberg AIM
6 13 (1.07%) SunGard GMI
7 12 (0.99%) LatentZero
8 9 (0.74%) Ripple
9 6 (0.49%) Temenos T24
10 4 (0.33%) Dynamics CRM
11 2 (0.16%) Bloomberg TOMS
11 2 (0.16%) Salerio
12 1 (0.082%) Capstone
12 1 (0.082%) FINCAD Analytics
12 1 (0.082%) LongView
12 1 (0.082%) Minerva
12 1 (0.082%) Oracle Cash Management
12 1 (0.082%) PolarLake
12 1 (0.082%) Rolfe and Nolan
12 1 (0.082%) Tesseract
Cloud Services
1 88 (7.24%) Amazon AWS
2 51 (4.20%) SaaS
3 11 (0.91%) Amazon EC2
3 11 (0.91%) Amazon S3
4 7 (0.58%) Microsoft Azure
5 6 (0.49%) AWS Elastic Beanstalk
5 6 (0.49%) CloudFront
5 6 (0.49%) Virtual Private Cloud
6 5 (0.41%) Route 53
6 5 (0.41%) Slack
6 5 (0.41%) Trello
7 4 (0.33%) GitHub
7 4 (0.33%) NuGet
7 4 (0.33%) PaaS
8 1 (0.082%) Amazon CloudWatch
8 1 (0.082%) Amazon ELB
8 1 (0.082%) Amazon Kinesis
8 1 (0.082%) Fastly
8 1 (0.082%) npm
Communications & Networking
1 33 (2.72%) FIX Connectivity
2 21 (1.73%) HTTP
3 8 (0.66%) SSH
4 6 (0.49%) Firewall
5 5 (0.41%) Cisco ASA
5 5 (0.41%) DHCP
5 5 (0.41%) DNS
5 5 (0.41%) Fibre Channel
5 5 (0.41%) iSCSI
5 5 (0.41%) Multicast
5 5 (0.41%) SAN
5 5 (0.41%) VLAN
5 5 (0.41%) VoIP
5 5 (0.41%) VPN
6 3 (0.25%) AMQP
7 2 (0.16%) LAN
7 2 (0.16%) WAN
8 1 (0.082%) Ethernet
8 1 (0.082%) FTP
8 1 (0.082%) TCP/IP
Database & Business Intelligence
1 209 (17.20%) SQL Server
2 97 (7.98%) Relational Database
3 56 (4.61%) Big Data
4 35 (2.88%) SQL Server Reporting Services
5 34 (2.80%) Hadoop
6 28 (2.30%) Crystal Reports
7 23 (1.89%) Apache Cassandra
7 23 (1.89%) Blockchain
7 23 (1.89%) SQL Server Integration Services
8 21 (1.73%) Data Warehouse
8 21 (1.73%) NoSQL
9 19 (1.56%) DB2
9 19 (1.56%) MySQL
10 16 (1.32%) RDBMS
11 15 (1.23%) HBase
11 15 (1.23%) MongoDB
11 15 (1.23%) SQL Server 2014
12 9 (0.74%) SQL Server 2008
13 8 (0.66%) KDB
13 8 (0.66%) Oracle Database
Development Applications
1 84 (6.91%) TeamCity
2 51 (4.20%) JIRA
3 46 (3.79%) Octopus Deploy
4 44 (3.62%) Jenkins
5 37 (3.05%) Git (software)
6 35 (2.88%) Atlassian Bamboo
6 35 (2.88%) Maven
7 26 (2.14%) Visual Studio
8 23 (1.89%) Team Foundation Server
9 20 (1.65%) MSBuild
10 18 (1.48%) Visual Studio Team System
11 16 (1.32%) JUnit
12 15 (1.23%) Subversion
13 11 (0.91%) Mockito
14 8 (0.66%) Eclipse
14 8 (0.66%) Robot Framework
15 7 (0.58%) NUnit
16 6 (0.49%) Bitbucket
17 5 (0.41%) Mocha
17 5 (0.41%) SpecFlow
General
1 928 (76.38%) Finance
2 535 (44.03%) Front Office
3 455 (37.45%) Banking
4 273 (22.47%) Investment Banking
5 63 (5.19%) Back Office
6 42 (3.46%) Financial Institution
7 41 (3.37%) French Language
8 40 (3.29%) German Language
8 40 (3.29%) Italian Language
9 29 (2.39%) Spanish Language
10 17 (1.40%) Retail
11 15 (1.23%) Games
12 14 (1.15%) Advertising
13 11 (0.91%) Legal
14 7 (0.58%) Law
15 6 (0.49%) General Ledger
16 4 (0.33%) Marketing
17 3 (0.25%) Corporate Banking
17 3 (0.25%) Czech Language
17 3 (0.25%) Prime Brokerage
Job Titles
1 587 (48.31%) Developer
2 272 (22.39%) Analyst
3 226 (18.60%) Java Developer
4 150 (12.35%) Business Analyst
5 143 (11.77%) C# Developer
6 100 (8.23%) Python Developer
7 99 (8.15%) Applications Support
8 97 (7.98%) C++ Developer
9 92 (7.57%) Senior Developer
10 79 (6.50%) Support Analyst
11 65 (5.35%) Support Engineer
12 61 (5.02%) Quantitative Developer
13 53 (4.36%) Applications Engineer
14 47 (3.87%) Senior Java Developer
15 46 (3.79%) Junior
16 45 (3.70%) Applications Support Engineer
16 45 (3.70%) Consultant
17 44 (3.62%) SQL Analyst
18 43 (3.54%) Graduate
18 43 (3.54%) Graduate Developer
Libraries, Frameworks & Software Standards
1 157 (12.92%) .NET
2 135 (11.11%) FIX Protocol
3 105 (8.64%) Web Services
4 91 (7.49%) Spring
5 82 (6.75%) AngularJS
6 62 (5.10%) WPF
7 52 (4.28%) HTML
8 46 (3.79%) Kafka
9 45 (3.70%) React
10 44 (3.62%) XML
11 41 (3.37%) WCF
12 39 (3.21%) HTML5
13 37 (3.05%) CSS
14 29 (2.39%) J2EE
14 29 (2.39%) REST
14 29 (2.39%) RESTful
14 29 (2.39%) Twitter Bootstrap
15 28 (2.30%) RabbitMQ
16 26 (2.14%) JMS
16 26 (2.14%) Node.js
Miscellaneous
1 520 (42.80%) Foreign Exchange (FX)
2 515 (42.39%) Fixed Income
3 498 (40.99%) Equities
4 252 (20.74%) Hedge funds
5 209 (17.20%) Computer Science
6 150 (12.35%) Equity Derivative
7 147 (12.10%) Fintech
8 127 (10.45%) Analytical Skills
9 100 (8.23%) OTC Derivatives
10 97 (7.98%) Algorithms
11 95 (7.82%) Data Structures
12 86 (7.08%) Credit Derivative
13 61 (5.02%) Exotic Derivative
13 61 (5.02%) Market Risk
14 56 (4.61%) Interest Rate Derivative
15 54 (4.44%) Greenfield Project
16 44 (3.62%) User Experience
17 33 (2.72%) Management Information System
18 25 (2.06%) Credit Risk
18 25 (2.06%) Virtual Team
Operating Systems
1 162 (13.33%) Unix
2 152 (12.51%) Linux
3 71 (5.84%) Windows
4 26 (2.14%) CentOS
5 22 (1.81%) Fedora
6 21 (1.73%) SUSE
6 21 (1.73%) Ubuntu
7 15 (1.23%) Red Hat Enterprise Linux
8 13 (1.07%) Windows Server
9 11 (0.91%) Solaris
10 9 (0.74%) Android
11 5 (0.41%) Data ONTAP
11 5 (0.41%) Windows Server 2012
12 3 (0.25%) Apple iOS
13 2 (0.16%) AIX
13 2 (0.16%) HPUX
14 1 (0.082%) Debian
14 1 (0.082%) watchOS
Processes & Methodologies
1 294 (24.20%) Agile Software Development
2 277 (22.80%) Asset Management
3 230 (18.93%) Investment Management
4 216 (17.78%) Software Engineering
5 156 (12.84%) Mathematics
6 142 (11.69%) Business Analysis
7 131 (10.78%) Analytics
8 125 (10.29%) Multithreading
9 118 (9.71%) OO
10 117 (9.63%) Problem-Solving
11 100 (8.23%) Wealth Management
12 96 (7.90%) Risk Management
13 93 (7.65%) Continuous Integration
14 91 (7.49%) Low Latency
15 89 (7.33%) DevOps
16 88 (7.24%) TDD
17 72 (5.93%) Physics
17 72 (5.93%) Test Automation
18 68 (5.60%) Stakeholder Management
19 65 (5.35%) GAP Analysis
Programming Languages
1 559 (46.01%) SQL
2 509 (41.89%) Java
3 377 (31.03%) C#
4 354 (29.14%) Python
5 293 (24.12%) C++
6 117 (9.63%) Perl
7 93 (7.65%) JavaScript
7 93 (7.65%) Scala
8 87 (7.16%) Ruby
9 85 (7.00%) Bash Shell
10 68 (5.60%) T-SQL
11 65 (5.35%) Korn
11 65 (5.35%) VBA
12 63 (5.19%) Bourne shell
13 54 (4.44%) R
14 42 (3.46%) PowerShell
15 40 (3.29%) Java 8
16 38 (3.13%) PL/SQL
17 26 (2.14%) Haskell
18 25 (2.06%) F#
Qualifications
1 328 (27.00%) Degree
2 65 (5.35%) Computer Science Degree
3 36 (2.96%) Numerate Degree
4 29 (2.39%) PhD
5 26 (2.14%) Master's Degree
6 15 (1.23%) ISEB
7 6 (0.49%) ACCA
7 6 (0.49%) CFA
8 5 (0.41%) CCNA
8 5 (0.41%) Cisco Certification
9 4 (0.33%) CIMA
9 4 (0.33%) ITIL Certification
9 4 (0.33%) SAFe Agilist
Quality Assurance & Compliance
1 52 (4.28%) MiFID
2 37 (3.05%) QA
3 15 (1.23%) EMIR
4 9 (0.74%) FATCA
5 3 (0.25%) Basel III
6 2 (0.16%) GDPR
6 2 (0.16%) IFRS
6 2 (0.16%) IFRS 9
7 1 (0.082%) Data Quality
System Software
1 47 (3.87%) Docker
2 7 (0.58%) Active Directory
2 7 (0.58%) Oracle RAC
3 5 (0.41%) HDFS
3 5 (0.41%) NFS
3 5 (0.41%) Virtual Machines
3 5 (0.41%) VMFS
3 5 (0.41%) VMware ESXi
4 1 (0.082%) Platform Symphony
Systems Management
1 23 (1.89%) Kubernetes
2 15 (1.23%) Mesos
3 11 (0.91%) Automic
3 11 (0.91%) Dollar Universe
4 10 (0.82%) Terraform
5 7 (0.58%) Nagios
6 5 (0.41%) Ansible
6 5 (0.41%) CA Spectrum
6 5 (0.41%) Control-M
6 5 (0.41%) Failover Clustering
6 5 (0.41%) ITRS Geneos
6 5 (0.41%) vCenter Server
7 4 (0.33%) Opscode Chef
8 2 (0.16%) logstash
9 1 (0.082%) HP ALM
9 1 (0.082%) Puppet
Vendors
1 169 (13.91%) Oracle
2 118 (9.71%) Charles River
3 105 (8.64%) Calypso
4 85 (7.00%) Bloomberg
5 78 (6.42%) SimCorp
6 61 (5.02%) FXall
6 61 (5.02%) Sybase
7 57 (4.69%) Reuters
8 45 (3.70%) Tradeweb
9 44 (3.62%) MarketAxess
10 38 (3.13%) Microsoft
11 36 (2.96%) Murex
11 36 (2.96%) Red Hat
12 30 (2.47%) TIBCO
13 23 (1.89%) ION Trading
14 21 (1.73%) Fidessa
15 15 (1.23%) Eze Software Group
15 15 (1.23%) FIS
15 15 (1.23%) Tableau
16 14 (1.15%) DevExpress