Period
to 23 January 2019

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 23 January 2019 with a comparison to the same period over the previous 2 years.

Derivatives
UK > England
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 370 396 396
Rank change year-on-year +26 0 -47
Permanent jobs citing Derivative 1,170 1,291 1,261
As % of all permanent IT jobs advertised in England 0.83% 0.79% 0.76%
As % of the Miscellaneous category 1.97% 1.94% 1.91%
Number of salaries quoted 918 682 940
England median annual salary £70,000 £75,000 £75,000
Median salary % change year-on-year -6.67% - +7.14%
10th Percentile £45,000 £43,750 £45,000
90th Percentile £117,500 £113,750 £110,000
UK median annual salary £70,000 £75,000 £75,000
% change year-on-year -6.67% - +7.14%

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 59,290 66,423 65,960
As % of all permanent IT jobs advertised in England 42.02% 40.63% 39.73%
Number of salaries quoted 45,810 51,861 54,268
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £30,000 £28,500 £27,500
90th Percentile £87,500 £82,500 £81,250
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.89%

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 23 January 2019.

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 23 January 2019. 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 +13 1,137 £70,000 -6.67% 101
North of England +61 26 £57,500 -20.69% 1
North West +42 19 £57,500 -
South East +11 7 £80,000 +105.13% 7
Yorkshire - 7 - - 1
Derivative
UK

For the 6 months to 23 January 2019, 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.

1 859 (73.42%) Finance
2 609 (52.05%) Fixed Income
3 566 (48.38%) Foreign Exchange (FX)
4 558 (47.69%) SQL
5 557 (47.61%) Equities
6 529 (45.21%) Banking
7 511 (43.68%) Front Office
7 511 (43.68%) Java
8 393 (33.59%) C#
9 345 (29.49%) Asset Management
10 332 (28.38%) Degree
11 322 (27.52%) Hedge funds
12 306 (26.15%) Python
13 285 (24.36%) Agile Software Development
14 281 (24.02%) C++
15 271 (23.16%) Software Engineering
16 267 (22.82%) Computer Science
17 262 (22.39%) Investment Banking
18 259 (22.14%) Investment Management
19 227 (19.40%) Oracle
20 190 (16.24%) thinkFolio
21 186 (15.90%) Wealth Management
22 185 (15.81%) Unix
23 182 (15.56%) SQL Server
24 174 (14.87%) FIX Protocol
25 167 (14.27%) .NET
26 161 (13.76%) Charles River
27 149 (12.74%) Equity Derivative
28 143 (12.22%) Business Analysis
29 142 (12.14%) Linux

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 88 (7.52%) Oracle Workflow
2 65 (5.56%) Tomcat
3 54 (4.62%) Apache
4 31 (2.65%) Apache Spark
5 10 (0.85%) IIS
6 9 (0.77%) Ethereum
7 6 (0.51%) WebSphere
8 5 (0.43%) GemFire
9 3 (0.26%) Jupyter
9 3 (0.26%) SAS
10 2 (0.17%) Cloud Foundry
11 1 (0.085%) Confluence
11 1 (0.085%) JBoss
11 1 (0.085%) Oracle SOA Suite
11 1 (0.085%) WebLogic
Applications
1 25 (2.14%) Microsoft Excel
2 8 (0.68%) Spreadsheet
3 1 (0.085%) MS Visio
Business Applications
1 190 (16.24%) thinkFolio
2 67 (5.73%) Markit EDM
3 57 (4.87%) Front Arena
4 34 (2.91%) Temenos T24
5 13 (1.11%) Eagle PACE
6 10 (0.85%) LatentZero
7 9 (0.77%) Dynamics CRM
7 9 (0.77%) SunGard GMI
8 5 (0.43%) Bloomberg AIM
8 5 (0.43%) Eze OMS
9 2 (0.17%) Bloomberg TOMS
9 2 (0.17%) LongView
9 2 (0.17%) Salerio
9 2 (0.17%) Salesforce.com CRM
10 1 (0.085%) Capstone
10 1 (0.085%) FINCAD Analytics
10 1 (0.085%) Minerva
10 1 (0.085%) PolarLake
10 1 (0.085%) Rolfe and Nolan
10 1 (0.085%) Tesseract
Cloud Services
1 60 (5.13%) Amazon AWS
2 55 (4.70%) SaaS
3 26 (2.22%) PaaS
4 10 (0.85%) Amazon EC2
4 10 (0.85%) Amazon S3
5 9 (0.77%) Microsoft Azure
6 6 (0.51%) Virtual Private Cloud
7 5 (0.43%) AWS Elastic Beanstalk
8 4 (0.34%) CloudFront
8 4 (0.34%) Route 53
8 4 (0.34%) Slack
8 4 (0.34%) Trello
9 3 (0.26%) Google Cloud Platform
10 2 (0.17%) NuGet
11 1 (0.085%) Amazon CloudWatch
11 1 (0.085%) Amazon ELB
11 1 (0.085%) Amazon Kinesis
11 1 (0.085%) GitHub
11 1 (0.085%) npm
Communications & Networking
1 66 (5.64%) FIX Connectivity
2 27 (2.31%) HTTP
3 8 (0.68%) Multicast
4 6 (0.51%) Firewall
5 5 (0.43%) Cisco ASA
5 5 (0.43%) DHCP
5 5 (0.43%) DNS
5 5 (0.43%) Fibre Channel
5 5 (0.43%) iSCSI
5 5 (0.43%) SAN
5 5 (0.43%) SSH
5 5 (0.43%) VLAN
5 5 (0.43%) VoIP
5 5 (0.43%) VPN
6 2 (0.17%) Ethernet
6 2 (0.17%) TCP/IP
7 1 (0.085%) AMQP
Database & Business Intelligence
1 182 (15.56%) SQL Server
2 83 (7.09%) Relational Database
3 32 (2.74%) Crystal Reports
4 25 (2.14%) SQL Server Reporting Services
5 24 (2.05%) Hadoop
6 23 (1.97%) Big Data
7 21 (1.79%) Apache Cassandra
7 21 (1.79%) SQL Server Integration Services
8 19 (1.62%) SQL Server 2014
9 14 (1.20%) Blockchain
10 13 (1.11%) NoSQL
11 12 (1.03%) SQL Server 2008
12 10 (0.85%) Data Warehouse
12 10 (0.85%) MongoDB
13 9 (0.77%) CockroachDB
14 8 (0.68%) KDB
14 8 (0.68%) VoltDB
15 7 (0.60%) MySQL
15 7 (0.60%) Oracle BI EE
16 6 (0.51%) OLAP
Development Applications
1 53 (4.53%) TeamCity
2 49 (4.19%) JIRA
3 31 (2.65%) Octopus Deploy
4 28 (2.39%) Git (software)
5 23 (1.97%) Visual Studio
6 21 (1.79%) Team Foundation Server
7 20 (1.71%) MSBuild
8 19 (1.62%) Maven
9 12 (1.03%) Subversion
10 11 (0.94%) Jenkins
11 10 (0.85%) JUnit
12 8 (0.68%) Robot Framework
13 7 (0.60%) Mockito
14 5 (0.43%) Bitbucket
14 5 (0.43%) NUnit
15 4 (0.34%) CircleCI
15 4 (0.34%) Sonatype Nexus
16 3 (0.26%) Atlassian Bamboo
16 3 (0.26%) ClearCase
17 2 (0.17%) Selenium
General
1 859 (73.42%) Finance
2 529 (45.21%) Banking
3 511 (43.68%) Front Office
4 262 (22.39%) Investment Banking
5 69 (5.90%) Games
6 67 (5.73%) Back Office
7 51 (4.36%) Spanish Language
8 50 (4.27%) French Language
8 50 (4.27%) German Language
9 48 (4.10%) Italian Language
10 17 (1.45%) Financial Institution
11 11 (0.94%) Advertising
11 11 (0.94%) Retail
12 7 (0.60%) Czech Language
13 6 (0.51%) Law
14 5 (0.43%) Marketing
15 2 (0.17%) Corporate Banking
15 2 (0.17%) Legal
16 1 (0.085%) Prime Brokerage
16 1 (0.085%) Private Banking
Job Titles
1 566 (48.38%) Developer
2 258 (22.05%) Analyst
3 233 (19.91%) Java Developer
4 167 (14.27%) C# Developer
5 162 (13.85%) Business Analyst
6 133 (11.37%) Applications Support
7 102 (8.72%) Support Engineer
8 93 (7.95%) C++ Developer
9 88 (7.52%) Python Developer
10 78 (6.67%) Applications Engineer
11 70 (5.98%) Support Analyst
12 69 (5.90%) Applications Support Engineer
13 62 (5.30%) Senior Developer
13 62 (5.30%) SQL Developer
14 52 (4.44%) Graduate
14 52 (4.44%) Graduate Developer
15 50 (4.27%) Front Office Developer
16 49 (4.19%) Software Engineer
17 48 (4.10%) Java Engineer
17 48 (4.10%) Junior
Libraries, Frameworks & Software Standards
1 174 (14.87%) FIX Protocol
2 167 (14.27%) .NET
3 123 (10.51%) AngularJS
4 94 (8.03%) XML
5 88 (7.52%) Web Services
6 67 (5.73%) REST
7 64 (5.47%) React
8 61 (5.21%) ASP.NET
9 58 (4.96%) Spring
10 56 (4.79%) WPF
11 53 (4.53%) HTML
12 52 (4.44%) Vue.js
13 47 (4.02%) WCF
14 43 (3.68%) CSS
15 40 (3.42%) J2EE
16 38 (3.25%) HTML5
17 33 (2.82%) Kafka
18 32 (2.74%) Twitter Bootstrap
19 31 (2.65%) ASP.NET Web API
20 28 (2.39%) RabbitMQ
Miscellaneous
1 609 (52.05%) Fixed Income
2 566 (48.38%) Foreign Exchange (FX)
3 557 (47.61%) Equities
4 322 (27.52%) Hedge funds
5 149 (12.74%) Equity Derivative
6 139 (11.88%) Fintech
7 111 (9.49%) Algorithms
8 110 (9.40%) Data Structures
9 84 (7.18%) Credit Derivative
10 82 (7.01%) Analytical Skills
11 80 (6.84%) OTC Derivatives
12 77 (6.58%) Management Information System
13 53 (4.53%) User Experience
14 48 (4.10%) Greenfield Project
15 45 (3.85%) Interest Rate Derivative
16 43 (3.68%) Market Risk
17 36 (3.08%) Exotic Derivative
18 26 (2.22%) Virtual Team
19 22 (1.88%) Credit Risk
20 19 (1.62%) Enterprise Software
Operating Systems
1 185 (15.81%) Unix
2 142 (12.14%) Linux
3 91 (7.78%) Windows
4 34 (2.91%) CentOS
5 33 (2.82%) Fedora
6 26 (2.22%) SUSE
6 26 (2.22%) Ubuntu
7 19 (1.62%) Windows Server
8 16 (1.37%) Red Hat Enterprise Linux
8 16 (1.37%) Solaris
9 10 (0.85%) Android
10 8 (0.68%) AIX
10 8 (0.68%) HPUX
11 5 (0.43%) Data ONTAP
11 5 (0.43%) Windows Server 2012
12 1 (0.085%) Debian
Processes & Methodologies
1 345 (29.49%) Asset Management
2 285 (24.36%) Agile Software Development
3 271 (23.16%) Software Engineering
4 267 (22.82%) Computer Science
5 259 (22.14%) Investment Management
6 186 (15.90%) Wealth Management
7 143 (12.22%) Business Analysis
8 131 (11.20%) Mathematics
9 109 (9.32%) Workflow
10 108 (9.23%) Multithreading
11 105 (8.97%) Continuous Integration
12 94 (8.03%) OO
13 92 (7.86%) Portfolio Management
14 90 (7.69%) Decision-Making
15 85 (7.26%) Physics
16 84 (7.18%) Test Automation
17 79 (6.75%) Change Management
18 76 (6.50%) Low Latency
19 75 (6.41%) Analytics
20 73 (6.24%) Continuous Improvement
Programming Languages
1 558 (47.69%) SQL
2 511 (43.68%) Java
3 393 (33.59%) C#
4 306 (26.15%) Python
5 281 (24.02%) C++
6 131 (11.20%) Perl
7 96 (8.21%) Bash Shell
8 86 (7.35%) Ruby
9 85 (7.26%) JavaScript
10 60 (5.13%) Bourne shell
10 60 (5.13%) Korn
11 58 (4.96%) Scala
12 55 (4.70%) PL/SQL
12 55 (4.70%) R
13 50 (4.27%) T-SQL
14 41 (3.50%) VBA
15 36 (3.08%) F#
16 34 (2.91%) Haskell
17 29 (2.48%) PowerShell
18 23 (1.97%) Java 8
Qualifications
1 332 (28.38%) Degree
2 50 (4.27%) Computer Science Degree
3 25 (2.14%) PhD
4 21 (1.79%) Numerate Degree
5 20 (1.71%) SAFe Agilist
6 8 (0.68%) ISEB
7 5 (0.43%) CCNA
7 5 (0.43%) Cisco Certification
7 5 (0.43%) Master's Degree
8 3 (0.26%) CFA
9 1 (0.085%) ITIL Certification
Quality Assurance & Compliance
1 81 (6.92%) QA
2 40 (3.42%) MiFID
3 18 (1.54%) EMIR
4 8 (0.68%) Dodd-Frank
5 6 (0.51%) FATCA
6 1 (0.085%) Data Quality
System Software
1 29 (2.48%) Docker
2 7 (0.60%) Active Directory
2 7 (0.60%) Oracle RAC
3 5 (0.43%) NFS
3 5 (0.43%) Virtual Machines
3 5 (0.43%) VMFS
3 5 (0.43%) VMware ESXi
4 2 (0.17%) HDFS
5 1 (0.085%) Platform Symphony
Systems Management
1 25 (2.14%) Nagios
2 18 (1.54%) Icinga
2 18 (1.54%) ZABBIX
3 15 (1.28%) Mesos
4 5 (0.43%) Control-M
4 5 (0.43%) Failover Clustering
4 5 (0.43%) vCenter Server
5 4 (0.34%) Ansible
5 4 (0.34%) Automic
5 4 (0.34%) Dollar Universe
5 4 (0.34%) ITRS Geneos
5 4 (0.34%) Kubernetes
5 4 (0.34%) Opscode Chef
6 3 (0.26%) CA Spectrum
7 2 (0.17%) HP ALM
7 2 (0.17%) logstash
8 1 (0.085%) Puppet
Vendors
1 227 (19.40%) Oracle
2 161 (13.76%) Charles River
3 95 (8.12%) Calypso
4 81 (6.92%) Bloomberg
5 68 (5.81%) Reuters
6 61 (5.21%) FXall
7 58 (4.96%) MarketAxess
7 58 (4.96%) Tradeweb
8 56 (4.79%) SimCorp
9 49 (4.19%) Red Hat
10 42 (3.59%) ION Trading
11 34 (2.91%) Eze Software Group
12 33 (2.82%) Sybase
13 28 (2.39%) Murex
14 23 (1.97%) SolarWinds
15 22 (1.88%) Microsoft
16 21 (1.79%) TIBCO
17 20 (1.71%) Fidessa
18 15 (1.28%) DevExpress
19 10 (0.85%) CQG