Period
to 20 October 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Markit EDM skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Markit EDM over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Markit Enterprise Data Management (formerly Cadis)
UK > England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 761 664 815
Rank change year-on-year -97 +151 -37
Contract jobs citing Markit EDM 90 178 68
As % of all contract IT jobs advertised in England 0.096% 0.19% 0.069%
As % of the Business Applications category 1.53% 2.35% 0.84%
Number of daily rates quoted 59 122 54
England median daily rate £600 £550 £525
Median daily rate % change year-on-year +9.09% +4.76% -3.45%
10th Percentile £475 £441 £388
90th Percentile £713 £688 £771
UK median daily rate £575 £550 £525
% change year-on-year +4.55% +4.76% -4.55%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

Markit EDM is in the Business Applications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for business application skills.

All Business Application Skills
England
Contract vacancies with a requirement for business application skills 5,874 7,569 8,099
As % of all contract IT jobs advertised in England 6.28% 8.28% 8.23%
Number of daily rates quoted 3,479 4,566 4,944
England median daily rate £475 £463 £440
Median daily rate % change year-on-year +2.70% +5.11% +2.33%
10th Percentile £313 £305 £297
90th Percentile £663 £650 £604
UK median daily rate £475 £463 £438
% change year-on-year +2.70% +5.71% +1.74%
Number of hourly rates quoted 71 76 92
England median hourly rate £24.00 £26.00 £24.75
Median hourly rate % change year-on-year -7.69% +5.05% +8.79%
10th Percentile £11.67 £13.00 £10.23
90th Percentile £61.25 £48.92 £97.80
UK median hourly rate £24.00 £27.00 £25.00
% change year-on-year -11.11% +8.00% -

Markit EDM
Job Vacancy Trend in England

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

Job vacancy trend for Markit EDM in England

Markit EDM
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Markit EDM in England.

Contractor daily rate trend for Markit EDM in England

Markit EDM
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Markit EDM in England over the 6 months to 20 October 2018.

Contractor daily rate histogram for Markit EDM in England

Markit EDM
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Markit EDM in England.

Contractor hourly rate trend for Markit EDM in England

Markit EDM
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Markit EDM within the England region over the 6 months to 20 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -87 88 £600 +9.09% 5
South East -18 2 £475 -13.64%
Markit EDM
UK

For the 6 months to 20 October 2018, IT contractor jobs citing Markit EDM also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Markit EDM.

1 62 (68.89%) SQL
2 61 (67.78%) Asset Management
3 32 (35.56%) Investment Management
4 30 (33.33%) Finance
5 24 (26.67%) Agile Software Development
6 23 (25.56%) Fixed Income
7 19 (21.11%) SQL Server
8 18 (20.00%) Data Management
9 17 (18.89%) Front Office
9 17 (18.89%) ETL
9 17 (18.89%) Analytics
9 17 (18.89%) Greenfield Project
10 16 (17.78%) Equities
11 15 (16.67%) Derivative
12 14 (15.56%) Enterprise Data Management
13 13 (14.44%) Foreign Exchange (FX)
13 13 (14.44%) Bloomberg
13 13 (14.44%) Risk Analytics
13 13 (14.44%) Test Automation
14 12 (13.33%) Amazon AWS
14 12 (13.33%) TeamCity
14 12 (13.33%) Charles River
14 12 (13.33%) Microsoft
14 12 (13.33%) .NET
15 11 (12.22%) C#
15 11 (12.22%) PolarLake
15 11 (12.22%) Data Analysis
15 11 (12.22%) Scrum
16 10 (11.11%) Analytical Skills
16 10 (11.11%) SDLC

Markit EDM
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 6 (6.67%) NServiceBus
1 6 (6.67%) WebSphere
2 2 (2.22%) Apache Spark
2 2 (2.22%) SAS
3 1 (1.11%) SharePoint
Applications
1 6 (6.67%) Spreadsheet
2 3 (3.33%) Microsoft Excel
3 1 (1.11%) Microsoft PowerPoint
3 1 (1.11%) MS Visio
Business Applications
1 11 (12.22%) PolarLake
2 10 (11.11%) thinkFolio
3 4 (4.44%) Eagle PACE
4 2 (2.22%) Bloomberg AIM
5 1 (1.11%) Front Arena
5 1 (1.11%) IntelliMatch
5 1 (1.11%) SimCorp Dimension
Cloud Services
1 12 (13.33%) Amazon AWS
2 9 (10.00%) Microsoft Azure
3 2 (2.22%) Amazon EMR
3 2 (2.22%) Amazon S3
3 2 (2.22%) GitHub
Communications & Networking
1 1 (1.11%) Internet
Database & Business Intelligence
1 19 (21.11%) SQL Server
2 10 (11.11%) SQL Server Integration Services
3 8 (8.89%) Data Warehouse
3 8 (8.89%) SQL Server 2008
4 5 (5.56%) Big Data
4 5 (5.56%) Data Lake
5 4 (4.44%) Data Mart
5 4 (4.44%) Relational Database
5 4 (4.44%) SQL Server Reporting Services
6 2 (2.22%) Amazon Athena
6 2 (2.22%) Amazon Aurora
6 2 (2.22%) Amazon DynamoDB
6 2 (2.22%) Amazon RDS
6 2 (2.22%) Amazon Redshift
6 2 (2.22%) Apache Cassandra
6 2 (2.22%) Apache Hive
6 2 (2.22%) HBase
6 2 (2.22%) NoSQL
6 2 (2.22%) Parquet
6 2 (2.22%) Presto
Development Applications
1 12 (13.33%) TeamCity
2 7 (7.78%) FitNesse
2 7 (7.78%) Visual Studio
3 6 (6.67%) Artifactory
3 6 (6.67%) Bitbucket
3 6 (6.67%) Moq
3 6 (6.67%) NCrunch
3 6 (6.67%) NUnit
3 6 (6.67%) ReSharper
4 4 (4.44%) JIRA
5 3 (3.33%) Cucumber
5 3 (3.33%) Team Foundation Server
5 3 (3.33%) Visual Studio Team System
6 2 (2.22%) SpecFlow
7 1 (1.11%) Atlassian Bamboo
7 1 (1.11%) Jenkins
7 1 (1.11%) MSTest
General
1 30 (33.33%) Finance
2 17 (18.89%) Front Office
3 6 (6.67%) Banking
4 5 (5.56%) Back Office
5 3 (3.33%) Investment Banking
6 1 (1.11%) Financial Institution
6 1 (1.11%) Law
6 1 (1.11%) Retail
Job Titles
1 42 (46.67%) Analyst
2 35 (38.89%) Developer
3 19 (21.11%) Data Analyst
4 11 (12.22%) Asset Management Analyst
4 11 (12.22%) SQL Analyst
4 11 (12.22%) SQL Data Analyst
5 9 (10.00%) Business Analyst
6 7 (7.78%) C# Developer
6 7 (7.78%) Test Analyst
7 6 (6.67%) Senior C# Developer
7 6 (6.67%) Senior Developer
8 5 (5.56%) Support Analyst
9 4 (4.44%) Applications Support
9 4 (4.44%) Applications Support Analyst
9 4 (4.44%) Consultant
9 4 (4.44%) Data Engineer
9 4 (4.44%) IT Analyst
9 4 (4.44%) Senior SQL Developer
9 4 (4.44%) SQL Developer
10 3 (3.33%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 12 (13.33%) .NET
2 7 (7.78%) Middleware
3 6 (6.67%) ASP.NET Web API
3 6 (6.67%) MSMQ
3 6 (6.67%) REST
3 6 (6.67%) WCF
3 6 (6.67%) WebSphere MQ
3 6 (6.67%) WinForms
3 6 (6.67%) WPF
4 1 (1.11%) XML
4 1 (1.11%) XSD
4 1 (1.11%) XSLT
Miscellaneous
1 23 (25.56%) Fixed Income
2 17 (18.89%) Greenfield Project
3 16 (17.78%) Equities
4 15 (16.67%) Derivative
5 13 (14.44%) Foreign Exchange (FX)
6 10 (11.11%) Analytical Skills
6 10 (11.11%) Exotic Derivative
7 4 (4.44%) Hedge funds
8 2 (2.22%) Data Structures
9 1 (1.11%) Data Centre
9 1 (1.11%) Management Information System
9 1 (1.11%) PMI
Operating Systems
1 1 (1.11%) Linux
1 1 (1.11%) Windows
Processes & Methodologies
1 61 (67.78%) Asset Management
2 32 (35.56%) Investment Management
3 24 (26.67%) Agile Software Development
4 18 (20.00%) Data Management
5 17 (18.89%) Analytics
5 17 (18.89%) ETL
6 14 (15.56%) Enterprise Data Management
7 13 (14.44%) Risk Analytics
7 13 (14.44%) Test Automation
8 11 (12.22%) Data Analysis
8 11 (12.22%) Scrum
9 10 (11.11%) SDLC
10 9 (10.00%) Business Intelligence
10 9 (10.00%) Quantitative Analysis
10 9 (10.00%) TDD
11 8 (8.89%) Business Analysis
11 8 (8.89%) Data Modelling
12 7 (7.78%) Change Management
12 7 (7.78%) User Acceptance Testing
13 6 (6.67%) OOD
Programming Languages
1 62 (68.89%) SQL
2 11 (12.22%) C#
3 5 (5.56%) Java
3 5 (5.56%) Python
3 5 (5.56%) T-SQL
4 2 (2.22%) C
4 2 (2.22%) Scala
4 2 (2.22%) VB.NET
4 2 (2.22%) VBA
5 1 (1.11%) VB
Qualifications
1 1 (1.11%) PMI Certification
Quality Assurance & Compliance
1 3 (3.33%) QA
2 1 (1.11%) Data Quality
2 1 (1.11%) GDPR
2 1 (1.11%) MiFID
2 1 (1.11%) PMO
Systems Management
1 4 (4.44%) Control-M
2 2 (2.22%) Tivoli
Vendors
1 13 (14.44%) Bloomberg
2 12 (13.33%) Charles River
2 12 (13.33%) Microsoft
3 6 (6.67%) DevExpress
4 4 (4.44%) IBM
4 4 (4.44%) Informatica
5 2 (2.22%) CA Agile Central
5 2 (2.22%) RedGate
5 2 (2.22%) ServiceNow
5 2 (2.22%) SimCorp
5 2 (2.22%) Vermilion
6 1 (1.11%) Ab Initio
6 1 (1.11%) BISAM
6 1 (1.11%) Calypso
6 1 (1.11%) FXall
6 1 (1.11%) GoldenSource
6 1 (1.11%) SunGard