Period
to 17 November 2017

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 17 November 2017 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
17 Nov 2017
Same period 2016 Same period 2015
Rank 52 38 -
Rank change year-on-year -14 - +31
Contract jobs citing ETL 30 1 0
As % of all contract IT jobs advertised in Belfast 5.09% 0.37% -
As % of the Processes & Methodologies category 5.68% 0.47% -
Number of daily rates quoted 23 0 0
Belfast median daily rate £420 - -
County Antrim median daily rate £420 - -
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 528 212 95
As % of all contract IT jobs advertised in Belfast 89.64% 79.10% 71.43%
Number of daily rates quoted 420 127 56
Belfast median daily rate £413 £350 £323
Median daily rate % change year-on-year +17.86% +8.53% +2.38%
10th Percentile £303 £138 £101
90th Percentile £500 £425 £525
County Antrim median daily rate £413 £350 £323
% change year-on-year +17.86% +8.53% +2.38%
Number of hourly rates quoted 9 19 2
Belfast median hourly rate £14.00 £14.25 £15.25
Median hourly rate % change year-on-year -1.75% -6.56% +17.31%
10th Percentile £10.45 £10.00 £14.13
90th Percentile £23.75 £18.00 £16.38
County Antrim median hourly rate £14.00 £13.00 £15.25
% change year-on-year +7.69% -14.75% +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 17 November 2017.

Contractor daily rate histogram for ETL in Belfast

For the 6 months to 17 November 2017, 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 24 (80.00%) SQL
2 21 (70.00%) Java
3 20 (66.67%) Oracle
4 18 (60.00%) DB2
4 18 (60.00%) RDBMS
4 18 (60.00%) Relational Database
5 15 (50.00%) Banking
6 13 (43.33%) Finance
6 13 (43.33%) Ab Initio
6 13 (43.33%) Analytical Skills
7 12 (40.00%) Unix
8 10 (33.33%) User Acceptance Testing
9 9 (30.00%) Shell Script
10 8 (26.67%) Agile Software Development
10 8 (26.67%) XML
10 8 (26.67%) JavaScript
11 7 (23.33%) Spring
11 7 (23.33%) WebSphere
11 7 (23.33%) Degree
11 7 (23.33%) Spring Integration
12 6 (20.00%) Web Services
12 6 (20.00%) JMS
13 5 (16.67%) Eclipse
13 5 (16.67%) FTP
13 5 (16.67%) Struts
13 5 (16.67%) JUnit
13 5 (16.67%) WebLogic
13 5 (16.67%) CSS
13 5 (16.67%) JSP
13 5 (16.67%) FIX Protocol

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 7 (23.33%) WebSphere
2 5 (16.67%) WebLogic
3 3 (10.00%) SAS
Applications
1 3 (10.00%) Microsoft Excel
1 3 (10.00%) SPSS
Business Applications
1 2 (6.67%) Actimize
Cloud Services
1 2 (6.67%) Cloud Computing
Communications & Networking
1 5 (16.67%) FTP
Database & Business Intelligence
1 18 (60.00%) DB2
1 18 (60.00%) RDBMS
1 18 (60.00%) Relational Database
2 5 (16.67%) DB2 UDB
3 4 (13.33%) Big Data
3 4 (13.33%) SQL Server
4 3 (10.00%) BusinessObjects
4 3 (10.00%) Hadoop
4 3 (10.00%) QlikView
5 2 (6.67%) Apache Hive
5 2 (6.67%) Data Mining
5 2 (6.67%) SQL Server Integration Services
6 1 (3.33%) Data Warehouse
6 1 (3.33%) SQL Server Reporting Services
Development Applications
1 5 (16.67%) Bower
1 5 (16.67%) Cucumber
1 5 (16.67%) Eclipse
1 5 (16.67%) Grunt
1 5 (16.67%) Jasmine
1 5 (16.67%) JUnit
2 4 (13.33%) Talend Open Studio
General
1 15 (50.00%) Banking
2 13 (43.33%) Finance
3 3 (10.00%) Investment Banking
4 1 (3.33%) Financial Institution
Job Titles
1 14 (46.67%) Developer
2 9 (30.00%) Java Developer
3 5 (16.67%) Analyst
3 5 (16.67%) Senior Developer
3 5 (16.67%) Senior Java Developer
4 4 (13.33%) Talend Developer
5 3 (10.00%) Data Analyst
5 3 (10.00%) Full Stack Developer
5 3 (10.00%) UAT Lead
6 2 (6.67%) Banking Analyst
6 2 (6.67%) ETL Developer
6 2 (6.67%) ETL Specialist
6 2 (6.67%) Front End Developer (Client-Side Developer)
6 2 (6.67%) Front End Java Developer (Client-Side Java Developer)
6 2 (6.67%) Java Mobile Developer
6 2 (6.67%) Manual Tester
6 2 (6.67%) Support Specialist
6 2 (6.67%) Tester
7 1 (3.33%) Java Applications Developer
7 1 (3.33%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 8 (26.67%) XML
2 7 (23.33%) Spring
2 7 (23.33%) Spring Integration
3 6 (20.00%) JMS
3 6 (20.00%) Web Services
4 5 (16.67%) Ajax
4 5 (16.67%) AngularJS
4 5 (16.67%) Backbone.js
4 5 (16.67%) CSS
4 5 (16.67%) FIX Protocol
4 5 (16.67%) Gherkin
4 5 (16.67%) Hibernate
4 5 (16.67%) JSP
4 5 (16.67%) RESTful
4 5 (16.67%) Struts
4 5 (16.67%) Twitter Bootstrap
5 1 (3.33%) REST
5 1 (3.33%) SOAP
Miscellaneous
1 13 (43.33%) Analytical Skills
2 5 (16.67%) SWIFT
3 3 (10.00%) Mobile App
3 3 (10.00%) Virtual Team
4 2 (6.67%) Enterprise Software
5 1 (3.33%) Computer Science
Operating Systems
1 12 (40.00%) Unix
2 2 (6.67%) Linux
Processes & Methodologies
1 10 (33.33%) User Acceptance Testing
2 8 (26.67%) Agile Software Development
3 5 (16.67%) Fund Accounting
3 5 (16.67%) MVC
3 5 (16.67%) TDD
3 5 (16.67%) Test Automation
3 5 (16.67%) Waterfall
4 4 (13.33%) Data Modelling
5 3 (10.00%) Analytics
5 3 (10.00%) Data Analytics
5 3 (10.00%) Manual Testing
5 3 (10.00%) Project Management
5 3 (10.00%) SDLC
5 3 (10.00%) Statistics
5 3 (10.00%) Time Management
6 2 (6.67%) Case Management
6 2 (6.67%) Data Integration
6 2 (6.67%) Data Transformation
6 2 (6.67%) Mathematics
6 2 (6.67%) Process Improvement
Programming Languages
1 24 (80.00%) SQL
2 21 (70.00%) Java
3 9 (30.00%) Shell Script
4 8 (26.67%) JavaScript
5 2 (6.67%) Python
6 1 (3.33%) Bash Shell
6 1 (3.33%) Korn
Qualifications
1 7 (23.33%) Degree
Quality Assurance & Compliance
1 2 (6.67%) Data Quality
Vendors
1 20 (66.67%) Oracle
2 13 (43.33%) Ab Initio
3 4 (13.33%) Talend
4 3 (10.00%) Cognos