Period
to 7 April 2020

The following table provides summary statistics for permanent job vacancies with a requirement for Markit EDM skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Markit EDM over the 6 months to 7 April 2020 with a comparison to the same period in the previous 2 years.

Markit Enterprise Data Management (formerly Cadis)
UK
6 months to
7 Apr 2020
Same period 2019 Same period 2018
Rank 790 1002 1080
Rank change year-on-year +212 +78 +10
Permanent jobs citing Markit EDM 183 108 134
As % of all permanent jobs advertised in the UK 0.16% 0.072% 0.075%
As % of the Business Applications category 2.70% 1.22% 0.96%
Number of salaries quoted 236 94 102
Median annual salary £107,500 £67,500 £75,000
Median salary % change year-on-year +59.26% -10.00% +11.11%
10th Percentile £72,500 £48,750 £57,500
90th Percentile £155,000 £91,750 £87,500
UK excluding London median annual salary £82,500 £87,500 £70,000
% change year-on-year -5.71% +25.00% +40.00%

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

All Business Application Skills
UK
Permanent vacancies with a requirement for business application skills 6,769 8,861 13,958
As % of all permanent IT jobs advertised in the UK 5.87% 5.94% 7.83%
Number of salaries quoted 4,902 6,079 10,288
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £32,500 £31,970 £31,250
90th Percentile £95,000 £85,000 £83,750
UK excluding London median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Markit EDM
Job Vacancy Trend

Job postings citing Markit EDM as a proportion of all IT jobs advertised.

Job vacancy trend for Markit EDM in the UK

Markit EDM
Salary Trend

3-month moving average salary quoted in jobs citing Markit EDM.

Salary trend for Markit EDM in the UK

Markit EDM
Salary Histogram

Salary distribution for jobs citing Markit EDM over the 6 months to 7 April 2020.

Salary histogram for Markit EDM in the UK

Markit EDM
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Markit EDM within the UK over the 6 months to 7 April 2020. 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
England +187 179 £107,500 +59.26% 5
London +159 179 £107,500 +59.26% 5
Work from Home - 54 £125,000 -
UK excluding London +135 4 £82,500 -5.71%
Scotland +35 4 £82,500 -5.71%

For the 6 months to 7 April 2020, IT 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 permanent job ads with a requirement for Markit EDM.

1 139 (75.96%) Front Office
2 132 (72.13%) Fixed Income
3 128 (69.95%) Equities
3 128 (69.95%) Asset Management
4 127 (69.40%) Hedge funds
5 117 (63.93%) SQL
6 99 (54.10%) Investment Management
7 95 (51.91%) Reference Data
8 87 (47.54%) Derivative
9 86 (46.99%) Bloomberg
10 85 (46.45%) Charles River
11 83 (45.36%) Finance
12 73 (39.89%) Calypso
12 73 (39.89%) SimCorp
12 73 (39.89%) AWS
13 71 (38.80%) Web Services
14 69 (37.70%) Foreign Exchange (FX)
15 61 (33.33%) Data Management
16 58 (31.69%) Enterprise Data Management
17 57 (31.15%) thinkFolio
17 57 (31.15%) Back Office
18 56 (30.60%) PolarLake
18 56 (30.60%) Business Analysis
19 55 (30.05%) Analytics
20 54 (29.51%) R
20 54 (29.51%) Machine Learning
20 54 (29.51%) Data Analytics
20 54 (29.51%) Mentoring
20 54 (29.51%) Performance Attribution
20 54 (29.51%) Eagle PACE

Markit EDM
Co-occurring IT Skills 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 (3.28%) SharePoint
2 5 (2.73%) IBM HTTP Server
2 5 (2.73%) MQSeries
3 4 (2.19%) Oracle SOA Suite
3 4 (2.19%) WebSphere
Applications
1 10 (5.46%) Microsoft Excel
2 1 (0.55%) Microsoft PowerPoint
Business Applications
1 57 (31.15%) thinkFolio
2 56 (30.60%) PolarLake
3 54 (29.51%) Eagle PACE
4 41 (22.40%) SimCorp Dimension
5 32 (17.49%) Front Arena
6 4 (2.19%) Salesforce.com CRM
6 4 (2.19%) Sparx Enterprise Architect
7 2 (1.09%) Bloomberg AIM
Cloud Services
1 73 (39.89%) AWS
2 5 (2.73%) Azure
3 4 (2.19%) Amazon EC2
3 4 (2.19%) Amazon ECS
3 4 (2.19%) AWS CloudFormation
3 4 (2.19%) AWS Lambda
3 4 (2.19%) Serverless
4 2 (1.09%) GCP
5 1 (0.55%) Power Platform
Database & Business Intelligence
1 19 (10.38%) SQL Server
2 9 (4.92%) Data Warehouse
3 6 (3.28%) QlikView
3 6 (3.28%) SQL Server Integration Services
4 5 (2.73%) SQL Server Reporting Services
5 4 (2.19%) Amazon DynamoDB
5 4 (2.19%) Amazon RDS
6 2 (1.09%) Microsoft Analysis Services
6 2 (1.09%) SQL Server Analysis Services
7 1 (0.55%) Azure SQL Database
7 1 (0.55%) BusinessObjects
7 1 (0.55%) NoSQL
7 1 (0.55%) Power BI
Development Applications
1 2 (1.09%) FitNesse
2 1 (0.55%) Team Foundation Server
General
1 139 (75.96%) Front Office
2 83 (45.36%) Finance
3 57 (31.15%) Back Office
4 1 (0.55%) Banking
4 1 (0.55%) Investment Banking
Job Titles
1 48 (26.23%) Architect
2 33 (18.03%) Finance Manager
3 32 (17.49%) Implementation Manager
4 26 (14.21%) Solutions Architect
5 25 (13.66%) Analyst
6 20 (10.93%) Enterprise Architect
7 18 (9.84%) Head of Analytics
7 18 (9.84%) Head of Data Analytics
7 18 (9.84%) Head of Data Management
8 17 (9.29%) Data Architect
9 13 (7.10%) Data Manager
10 12 (6.56%) Head of Reference Data
10 12 (6.56%) Programme Manager
10 12 (6.56%) Programme Office Manager
11 11 (6.01%) Analytics Manager
11 11 (6.01%) Data Analytics Manager
11 11 (6.01%) Developer
12 9 (4.92%) Applications Support
12 9 (4.92%) Senior Manager
12 9 (4.92%) Support Analyst
Libraries, Frameworks & Software Standards
1 71 (38.80%) Web Services
2 7 (3.83%) .NET
3 4 (2.19%) IBM Integration Bus
3 4 (2.19%) Middleware
3 4 (2.19%) WebSphere MQ
4 2 (1.09%) FIX Protocol
5 1 (0.55%) JSON
5 1 (0.55%) React
Miscellaneous
1 132 (72.13%) Fixed Income
2 128 (69.95%) Equities
3 127 (69.40%) Hedge funds
4 95 (51.91%) Reference Data
5 87 (47.54%) Derivative
6 69 (37.70%) Foreign Exchange (FX)
7 4 (2.19%) Analytical Skills
7 4 (2.19%) Mainframe
8 2 (1.09%) Self-Motivation
9 1 (0.55%) Equity Derivative
Operating Systems
1 12 (6.56%) Windows
2 8 (4.37%) Linux
3 4 (2.19%) AIX
3 4 (2.19%) zOS
4 3 (1.64%) Windows Server
Processes & Methodologies
1 128 (69.95%) Asset Management
2 99 (54.10%) Investment Management
3 61 (33.33%) Data Management
4 58 (31.69%) Enterprise Data Management
5 56 (30.60%) Business Analysis
6 55 (30.05%) Analytics
7 54 (29.51%) Data Analytics
7 54 (29.51%) Machine Learning
7 54 (29.51%) Mentoring
7 54 (29.51%) Performance Attribution
8 47 (25.68%) Project Delivery
9 45 (24.59%) Agile Software Development
10 37 (20.22%) Architectural Design
11 32 (17.49%) Stakeholder Management
12 21 (11.48%) Data Analysis
13 10 (5.46%) Portfolio Management
14 7 (3.83%) Continuous Improvement
14 7 (3.83%) Fund Management
14 7 (3.83%) Test Planning
14 7 (3.83%) Test Scripting
Programming Languages
1 117 (63.93%) SQL
2 54 (29.51%) Python
2 54 (29.51%) R
3 3 (1.64%) C#
3 3 (1.64%) T-SQL
4 2 (1.09%) PowerShell
4 2 (1.09%) VBA
5 1 (0.55%) Java
Quality Assurance & Compliance
1 15 (8.20%) QA
2 1 (0.55%) Data Quality
2 1 (0.55%) EMIR
2 1 (0.55%) MiFID
Systems Management
1 8 (4.37%) Control-M
Vendors
1 86 (46.99%) Bloomberg
2 85 (46.45%) Charles River
3 73 (39.89%) Calypso
3 73 (39.89%) SimCorp
4 54 (29.51%) Reuters
5 37 (20.22%) GoldenSource
6 23 (12.57%) Fidessa
6 23 (12.57%) FIS
6 23 (12.57%) ION Trading
6 23 (12.57%) Linedata
7 9 (4.92%) Eze Castle Integration
7 9 (4.92%) IBM
8 7 (3.83%) Microsoft
8 7 (3.83%) Murex
9 4 (2.19%) Ab Initio
9 4 (2.19%) FactSet
9 4 (2.19%) Oracle
9 4 (2.19%) Salesforce.com
9 4 (2.19%) Sparx
9 4 (2.19%) Workday