Period
to 16 January 2018

The following table provides summary statistics for contract job vacancies advertised in Belfast with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 16 January 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.

Extract, Transform and Load (ETL)
County Antrim > Belfast
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 46 42 -
Rank change year-on-year -4 - +31
Contract jobs citing ETL 20 3 0
As % of all contract IT jobs advertised in Belfast 4.24% 0.87% -
As % of the Processes & Methodologies category 4.66% 1.09% -
Number of daily rates quoted 15 2 0
Belfast median daily rate £413 £382 -
Median daily rate % change year-on-year +8.13% - -
County Antrim median daily rate £413 £382 -
% change year-on-year +8.13% - -
Number of hourly rates quoted 0 0 0
Belfast median hourly rate - - -
County Antrim median hourly rate - - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Belfast with a requirement for process or methodology skills.

All Process and Methodology Skills
Belfast
Contract vacancies with a requirement for process or methodology skills 429 276 102
As % of all contract IT jobs advertised in Belfast 90.89% 80.47% 77.86%
Number of daily rates quoted 320 189 52
Belfast median daily rate £420 £360 £325
Median daily rate % change year-on-year +16.67% +10.77% +8.33%
10th Percentile £289 £210 £223
90th Percentile £538 £475 £475
County Antrim median daily rate £420 £360 £325
% change year-on-year +16.67% +10.77% +8.33%
Number of hourly rates quoted 10 18 2
Belfast median hourly rate £15.00 £12.50 £15.25
Median hourly rate % change year-on-year +20.00% -18.03% +17.31%
10th Percentile £10.85 £10.00 £14.13
90th Percentile £22.15 £18.00 £16.38
County Antrim median hourly rate £16.00 £12.00 £15.25
% change year-on-year +33.33% -21.31% +17.31%

ETL
Job Vacancy Trend in Belfast

Job postings citing ETL as a percentage of all IT jobs advertised in Belfast.

Job vacancy trend for ETL in Belfast

ETL
Contractor Daily Rate Trend in Belfast

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Belfast.

Contractor daily rate trend for ETL in Belfast

ETL
Contractor Daily Rate Histogram in Belfast

The daily rate distribution of IT jobs citing ETL in Belfast over the 6 months to 16 January 2018.

Contractor daily rate histogram for ETL in Belfast

For the 6 months to 16 January 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Belfast region with a requirement for ETL.

1 18 (90.00%) SQL
2 11 (55.00%) Oracle
2 11 (55.00%) DB2
2 11 (55.00%) RDBMS
2 11 (55.00%) Relational Database
3 10 (50.00%) Java
4 9 (45.00%) Banking
5 8 (40.00%) Agile Software Development
5 8 (40.00%) JavaScript
5 8 (40.00%) XML
5 8 (40.00%) Unix
5 8 (40.00%) Ab Initio
6 7 (35.00%) Analytical Skills
7 6 (30.00%) Finance
8 5 (25.00%) Hibernate
8 5 (25.00%) Eclipse
8 5 (25.00%) FTP
8 5 (25.00%) JMS
8 5 (25.00%) JUnit
8 5 (25.00%) WebLogic
8 5 (25.00%) CSS
8 5 (25.00%) JSP
8 5 (25.00%) Struts
8 5 (25.00%) Web Services
8 5 (25.00%) TDD
8 5 (25.00%) Spring
8 5 (25.00%) Ajax
8 5 (25.00%) MVC
8 5 (25.00%) WebSphere
8 5 (25.00%) Degree

ETL
Co-occurring IT Skills in Belfast 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 5 (25.00%) WebLogic
1 5 (25.00%) WebSphere
2 3 (15.00%) SAS
Applications
1 3 (15.00%) Microsoft Excel
1 3 (15.00%) SPSS
Communications & Networking
1 5 (25.00%) FTP
Database & Business Intelligence
1 11 (55.00%) DB2
1 11 (55.00%) RDBMS
1 11 (55.00%) Relational Database
2 5 (25.00%) DB2 UDB
3 3 (15.00%) BusinessObjects
3 3 (15.00%) QlikView
4 2 (10.00%) Data Mining
Development Applications
1 5 (25.00%) Bower
1 5 (25.00%) Cucumber
1 5 (25.00%) Eclipse
1 5 (25.00%) Grunt
1 5 (25.00%) Jasmine
1 5 (25.00%) JUnit
General
1 9 (45.00%) Banking
2 6 (30.00%) Finance
3 2 (10.00%) Investment Banking
Job Titles
1 8 (40.00%) Developer
2 5 (25.00%) Java Developer
3 4 (20.00%) Analyst
4 3 (15.00%) Data Analyst
4 3 (15.00%) Full Stack Developer
4 3 (15.00%) Manual Tester
4 3 (15.00%) Tester
5 2 (10.00%) ETL Developer
5 2 (10.00%) Front End Developer (Client-Side Developer)
5 2 (10.00%) Front End Java Developer (Client-Side Java Developer)
5 2 (10.00%) Java Mobile Developer
5 2 (10.00%) Senior Developer
5 2 (10.00%) Senior Java Developer
6 1 (5.00%) Ab Initio Developer
6 1 (5.00%) Consultant
6 1 (5.00%) ETL Consultant
6 1 (5.00%) JavaScript Developer
6 1 (5.00%) Manual Test Analyst
6 1 (5.00%) Test Analyst
6 1 (5.00%) Unix Support
Libraries, Frameworks & Software Standards
1 8 (40.00%) XML
2 5 (25.00%) Ajax
2 5 (25.00%) AngularJS
2 5 (25.00%) Backbone.js
2 5 (25.00%) CSS
2 5 (25.00%) FIX Protocol
2 5 (25.00%) Gherkin
2 5 (25.00%) Hibernate
2 5 (25.00%) JMS
2 5 (25.00%) JSP
2 5 (25.00%) RESTful
2 5 (25.00%) Spring
2 5 (25.00%) Spring Integration
2 5 (25.00%) Struts
2 5 (25.00%) Twitter Bootstrap
2 5 (25.00%) Web Services
Miscellaneous
1 7 (35.00%) Analytical Skills
2 5 (25.00%) SWIFT
3 3 (15.00%) Enterprise Software
3 3 (15.00%) Mobile App
4 1 (5.00%) Computer Science
Operating Systems
1 8 (40.00%) Unix
Processes & Methodologies
1 8 (40.00%) Agile Software Development
2 5 (25.00%) MVC
2 5 (25.00%) TDD
2 5 (25.00%) Test Automation
2 5 (25.00%) User Acceptance Testing
2 5 (25.00%) Waterfall
3 4 (20.00%) Manual Testing
4 3 (15.00%) Analytics
4 3 (15.00%) Data Analytics
4 3 (15.00%) Project Management
4 3 (15.00%) Statistics
4 3 (15.00%) Time Management
5 2 (10.00%) Data Modelling
5 2 (10.00%) Fund Accounting
5 2 (10.00%) Process Improvement
5 2 (10.00%) Test Strategy
6 1 (5.00%) ETL Development
6 1 (5.00%) Kalman Filter
6 1 (5.00%) SDLC
Programming Languages
1 18 (90.00%) SQL
2 10 (50.00%) Java
3 8 (40.00%) JavaScript
4 4 (20.00%) Shell Script
Qualifications
1 5 (25.00%) Degree
Vendors
1 11 (55.00%) Oracle
2 8 (40.00%) Ab Initio
3 3 (15.00%) Cognos