Period
to 17 June 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 17 June 2019 with a comparison to the same period over the previous 2 years.

Derivatives
UK > England
6 months to
17 Jun 2019
Same period 2018 Same period 2017
Rank 367 441 418
Rank change year-on-year +74 -23 -13
Permanent jobs citing Derivative 1,150 1,104 1,228
As % of all permanent IT jobs advertised in England 0.87% 0.69% 0.76%
As % of the Miscellaneous category 2.20% 1.76% 1.93%
Number of salaries quoted 938 801 720
England median annual salary £73,750 £75,000 £75,000
Median salary % change year-on-year -1.67% - +7.14%
10th Percentile £48,750 £42,500 £48,750
90th Percentile £122,500 £116,250 £115,000
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 52,372 62,732 63,638
As % of all permanent IT jobs advertised in England 39.49% 39.00% 39.29%
Number of salaries quoted 39,441 48,650 50,635
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £29,750 £28,539 £27,500
90th Percentile £87,500 £85,000 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -4.04%

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 17 June 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 17 June 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 +55 1,125 £75,000 - 58
North West - 19 £65,000 -
North of England - 19 £65,000 -
Midlands +32 5 £45,000 -14.29% 1
West Midlands - 3 £45,000 - 1
East Midlands +23 2 £64,500 +22.86%
South East +27 1 £50,000 -20.00% 3
Derivative
UK

For the 6 months to 17 June 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.

1 856 (74.43%) Finance
2 734 (63.83%) Fixed Income
3 621 (54.00%) Front Office
4 551 (47.91%) Foreign Exchange (FX)
5 544 (47.30%) Java
6 541 (47.04%) Equities
7 536 (46.61%) Asset Management
8 507 (44.09%) SQL
9 451 (39.22%) C#
10 445 (38.70%) Banking
11 430 (37.39%) Hedge funds
12 410 (35.65%) Investment Management
13 399 (34.70%) Software Engineering
14 362 (31.48%) Agile Software Development
15 292 (25.39%) C++
16 287 (24.96%) Python
17 272 (23.65%) Oracle
18 233 (20.26%) Degree
19 223 (19.39%) .NET
20 200 (17.39%) Workflow
21 198 (17.22%) XML
22 192 (16.70%) Computer Science
23 187 (16.26%) Oracle Workflow
24 182 (15.83%) Portfolio Management
25 177 (15.39%) AngularJS
26 172 (14.96%) Mentoring
27 171 (14.87%) thinkFolio
28 159 (13.83%) Amazon AWS
29 158 (13.74%) FIX Protocol
30 148 (12.87%) Reuters

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
1 187 (16.26%) Oracle Workflow
2 50 (4.35%) Apache
3 47 (4.09%) Tomcat
4 16 (1.39%) Jupyter
5 13 (1.13%) SAS
6 11 (0.96%) Apache Spark
7 7 (0.61%) Confluence
8 6 (0.52%) WebSphere
9 3 (0.26%) Ethereum
10 2 (0.17%) CMS
10 2 (0.17%) nginx
10 2 (0.17%) Oracle Coherence
11 1 (0.087%) Adobe Experience Manager
11 1 (0.087%) GemFire
11 1 (0.087%) IIS
11 1 (0.087%) JBoss
11 1 (0.087%) WebLogic
Applications
1 47 (4.09%) Microsoft Excel
2 7 (0.61%) Spreadsheet
3 2 (0.17%) Microsoft Office
3 2 (0.17%) MS Visio
4 1 (0.087%) Adobe Illustrator
4 1 (0.087%) Microsoft Project
4 1 (0.087%) Photoshop
Business Applications
1 171 (14.87%) thinkFolio
2 85 (7.39%) Markit EDM
3 79 (6.87%) Front Arena
4 22 (1.91%) Temenos T24
5 13 (1.13%) Eze OMS
6 7 (0.61%) LatentZero
7 4 (0.35%) Eagle PACE
7 4 (0.35%) Orchestrade
7 4 (0.35%) Salesforce.com CRM
8 2 (0.17%) LongView
9 1 (0.087%) SAP CO
9 1 (0.087%) SAP FI
9 1 (0.087%) SAP FI/CO
9 1 (0.087%) Summit
Cloud Services
1 159 (13.83%) Amazon AWS
2 93 (8.09%) GitHub
3 46 (4.00%) SaaS
4 27 (2.35%) Microsoft Azure
5 19 (1.65%) Amazon EC2
5 19 (1.65%) Amazon S3
6 17 (1.48%) Google Cloud Platform
7 16 (1.39%) AWS Elastic Beanstalk
8 14 (1.22%) PaaS
9 8 (0.70%) Power Platform
10 6 (0.52%) Serverless
11 5 (0.43%) AWS Lambda
12 2 (0.17%) Amazon Kinesis
13 1 (0.087%) Amazon CloudWatch
13 1 (0.087%) Amazon ELB
13 1 (0.087%) AWS CloudFormation
13 1 (0.087%) IaaS
13 1 (0.087%) OpenShift
13 1 (0.087%) Trello
13 1 (0.087%) Virtual Private Cloud
Communications & Networking
1 53 (4.61%) FIX Connectivity
2 15 (1.30%) Multicast
3 14 (1.22%) HTTP
4 8 (0.70%) Ethernet
5 3 (0.26%) TCP/IP
6 2 (0.17%) BGP
6 2 (0.17%) Cisco ASA
6 2 (0.17%) Cisco Nexus
6 2 (0.17%) EIGRP
6 2 (0.17%) Firewall
6 2 (0.17%) OSPF
6 2 (0.17%) VPN
7 1 (0.087%) AMQP
Database & Business Intelligence
1 141 (12.26%) SQL Server
2 63 (5.48%) Relational Database
3 34 (2.96%) Crystal Reports
4 27 (2.35%) SQL Server 2008
4 27 (2.35%) SQL Server 2014
5 17 (1.48%) Amazon Redshift
6 15 (1.30%) RDBMS
7 14 (1.22%) MySQL
7 14 (1.22%) SQL Server Integration Services
8 13 (1.13%) Data Warehouse
8 13 (1.13%) SQL Server Reporting Services
9 9 (0.78%) KDB
9 9 (0.78%) Kdb+
9 9 (0.78%) Tick Data
10 8 (0.70%) Power BI
11 7 (0.61%) Big Data
12 6 (0.52%) Amazon RDS
12 6 (0.52%) Blockchain
12 6 (0.52%) DB2
12 6 (0.52%) Hadoop
Development Applications
1 31 (2.70%) Git (software)
2 30 (2.61%) Team Foundation Server
3 26 (2.26%) Jenkins
3 26 (2.26%) JIRA
4 15 (1.30%) TeamCity
5 10 (0.87%) JUnit
6 9 (0.78%) Maven
7 7 (0.61%) RStudio
8 6 (0.52%) Selenium
9 5 (0.43%) Bitbucket
10 4 (0.35%) Cucumber
10 4 (0.35%) JMeter
10 4 (0.35%) LoadRunner
10 4 (0.35%) Visual Studio
10 4 (0.35%) WebDriver
11 3 (0.26%) HP UFT
11 3 (0.26%) NUnit
11 3 (0.26%) SpecFlow
11 3 (0.26%) Subversion
11 3 (0.26%) Visual Studio Team System
General
1 856 (74.43%) Finance
2 621 (54.00%) Front Office
3 445 (38.70%) Banking
4 145 (12.61%) Investment Banking
5 92 (8.00%) Back Office
6 77 (6.70%) German Language
7 75 (6.52%) Spanish Language
8 71 (6.17%) French Language
8 71 (6.17%) Italian Language
9 38 (3.30%) Games
10 30 (2.61%) Dutch Language
11 17 (1.48%) Advertising
12 12 (1.04%) Financial Institution
13 6 (0.52%) Marketing
14 5 (0.43%) Legal
15 2 (0.17%) Publishing
15 2 (0.17%) Retail
Job Titles
1 379 (32.96%) Developer
2 227 (19.74%) Analyst
3 198 (17.22%) Java Developer
4 154 (13.39%) Business Analyst
5 132 (11.48%) Consultant
6 129 (11.22%) Software Engineer
7 121 (10.52%) C# Developer
8 93 (8.09%) Architect
9 81 (7.04%) Implementation Consultant
10 68 (5.91%) Applications Support
10 68 (5.91%) Java Consultant
11 66 (5.74%) SQL Developer
11 66 (5.74%) Support Engineer
12 64 (5.57%) Lead Architect
13 58 (5.04%) AWS Engineer
14 55 (4.78%) AWS Software Engineer
15 53 (4.61%) C++ Developer
15 53 (4.61%) J2EE Developer
15 53 (4.61%) Java Engineer
15 53 (4.61%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 223 (19.39%) .NET
2 198 (17.22%) XML
3 177 (15.39%) AngularJS
4 158 (13.74%) FIX Protocol
5 147 (12.78%) Web Services
6 144 (12.52%) React
7 126 (10.96%) J2EE
8 116 (10.09%) Node.js
9 74 (6.43%) ASP.NET
10 70 (6.09%) ASP.NET Web API
11 64 (5.57%) WPF
12 52 (4.52%) J2SE
13 43 (3.74%) Vue.js
14 42 (3.65%) HTML
15 38 (3.30%) WCF
16 37 (3.22%) CSS
17 34 (2.96%) HTML5
18 31 (2.70%) REST
19 25 (2.17%) Spring
20 19 (1.65%) NumPy
Miscellaneous
1 734 (63.83%) Fixed Income
2 551 (47.91%) Foreign Exchange (FX)
3 541 (47.04%) Equities
4 430 (37.39%) Hedge funds
5 144 (12.52%) OTC Derivatives
6 93 (8.09%) Equity Derivative
7 81 (7.04%) Greenfield Project
8 79 (6.87%) Data Structures
9 78 (6.78%) Algorithms
10 55 (4.78%) Analytical Skills
11 53 (4.61%) Credit Derivative
12 44 (3.83%) Management Information System
13 41 (3.57%) User Experience
14 34 (2.96%) Credit Risk
15 33 (2.87%) Market Risk
16 32 (2.78%) Interest Rate Derivative
17 19 (1.65%) Virtual Team
18 16 (1.39%) Blog
18 16 (1.39%) Cloud Native
18 16 (1.39%) Exotic Derivative
Operating Systems
1 109 (9.48%) Unix
2 91 (7.91%) Linux
3 22 (1.91%) Windows
4 14 (1.22%) Red Hat Enterprise Linux
5 5 (0.43%) Windows Server
6 4 (0.35%) CentOS
6 4 (0.35%) Fedora
7 3 (0.26%) AIX
7 3 (0.26%) HPUX
7 3 (0.26%) Solaris
8 2 (0.17%) Windows 10
8 2 (0.17%) Windows Server 2008
8 2 (0.17%) Windows Server 2012
9 1 (0.087%) Android
9 1 (0.087%) SUSE
9 1 (0.087%) SUSE Linux Enterprise Server
9 1 (0.087%) Ubuntu
Processes & Methodologies
1 536 (46.61%) Asset Management
2 410 (35.65%) Investment Management
3 399 (34.70%) Software Engineering
4 362 (31.48%) Agile Software Development
5 200 (17.39%) Workflow
6 192 (16.70%) Computer Science
7 182 (15.83%) Portfolio Management
8 172 (14.96%) Mentoring
9 145 (12.61%) Business Analysis
10 130 (11.30%) Fund Management
11 112 (9.74%) Wealth Management
12 109 (9.48%) Low Latency
13 95 (8.26%) OO
14 93 (8.09%) Front End Development
15 83 (7.22%) Microservices
16 82 (7.13%) Continuous Integration
16 82 (7.13%) Mathematics
17 78 (6.78%) Fintech
18 67 (5.83%) Multithreading
19 64 (5.57%) GAP Analysis
Programming Languages
1 544 (47.30%) Java
2 507 (44.09%) SQL
3 451 (39.22%) C#
4 292 (25.39%) C++
5 287 (24.96%) Python
6 148 (12.87%) JavaScript
7 95 (8.26%) Perl
8 77 (6.70%) R
9 68 (5.91%) PL/SQL
10 49 (4.26%) VBA
11 45 (3.91%) Bash Shell
12 35 (3.04%) Ruby
13 21 (1.83%) MATLAB
14 17 (1.48%) Java 8
15 16 (1.39%) Scala
16 14 (1.22%) C
17 13 (1.13%) Shell Script
18 11 (0.96%) PowerShell
19 10 (0.87%) Haskell
20 8 (0.70%) Bourne shell
Qualifications
1 233 (20.26%) Degree
2 21 (1.83%) Computer Science Degree
3 19 (1.65%) PhD
4 13 (1.13%) CFA
5 11 (0.96%) SAFe Agilist
6 9 (0.78%) Numerate Degree
7 5 (0.43%) Master's Degree
8 3 (0.26%) ISEB
8 3 (0.26%) ISTQB
9 2 (0.17%) CCNA
9 2 (0.17%) CCNP
9 2 (0.17%) Cisco Certification
Quality Assurance & Compliance
1 72 (6.26%) QA
2 29 (2.52%) MiFID
3 25 (2.17%) EMIR
4 24 (2.09%) Dodd-Frank
5 12 (1.04%) IFRS
5 12 (1.04%) IFRS 9
6 2 (0.17%) PSD2
7 1 (0.087%) CRD IV
7 1 (0.087%) Data Quality
7 1 (0.087%) ISO 20022
7 1 (0.087%) SLA
System Software
1 135 (11.74%) Docker
2 3 (0.26%) Virtual Machines
3 2 (0.17%) VMware Infrastructure
4 1 (0.087%) GridGain
4 1 (0.087%) Hyper-V
4 1 (0.087%) LXC
Systems Management
1 35 (3.04%) Nagios
2 33 (2.87%) ZABBIX
3 31 (2.70%) Icinga
4 25 (2.17%) Terraform
5 11 (0.96%) Kubernetes
6 10 (0.87%) Ansible
7 3 (0.26%) Control-M
8 2 (0.17%) HP ALM
8 2 (0.17%) Opscode Chef
9 1 (0.087%) Grafana
9 1 (0.087%) HP Quality Center
9 1 (0.087%) Nessus
9 1 (0.087%) Puppet
Vendors
1 272 (23.65%) Oracle
2 148 (12.87%) Reuters
3 144 (12.52%) Charles River
4 139 (12.09%) Bloomberg
5 102 (8.87%) Calypso
6 76 (6.61%) SimCorp
7 50 (4.35%) ION Trading
8 45 (3.91%) FXall
8 45 (3.91%) MarketAxess
8 45 (3.91%) Tradeweb
9 44 (3.83%) DevExpress
10 41 (3.57%) Eze Software Group
11 31 (2.70%) SolarWinds
12 30 (2.61%) Murex
13 22 (1.91%) Microsoft
14 20 (1.74%) Red Hat
15 17 (1.48%) Google
16 16 (1.39%) Rackspace
17 12 (1.04%) Sybase
18 11 (0.96%) TIBCO