Period
to 23 May 2019

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 23 May 2019 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
23 May 2019
Same period 2018 Same period 2017
Rank 28 52 46
Rank change year-on-year +24 -6 -15
Contract jobs citing ETL 16 7 20
As % of all contract IT jobs advertised in Belfast 4.73% 1.75% 4.18%
As % of the Processes & Methodologies category 5.84% 2.13% 4.90%
Number of daily rates quoted 9 4 19
Belfast median daily rate £215 £446 £463
Median daily rate % change year-on-year -51.77% -3.62% +15.63%
10th Percentile £193 £352 £358
90th Percentile £390 £460 £488
County Antrim median daily rate £215 £446 £463
% change year-on-year -51.77% -3.62% +15.63%
Number of hourly rates quoted 2 0 0
Belfast median hourly rate £109.75 - -
County Antrim median hourly rate £109.75 - -

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 274 329 408
As % of all contract IT jobs advertised in Belfast 81.07% 82.46% 85.18%
Number of daily rates quoted 135 242 328
Belfast median daily rate £400 £450 £403
Median daily rate % change year-on-year -11.11% +11.80% +23.85%
10th Percentile £300 £303 £262
90th Percentile £517 £550 £504
County Antrim median daily rate £400 £450 £403
% change year-on-year -11.11% +11.80% +23.85%
Number of hourly rates quoted 22 5 4
Belfast median hourly rate £14.58 £16.00 £11.00
Median hourly rate % change year-on-year -8.91% +45.45% -59.63%
10th Percentile £10.56 £13.45 £10.00
90th Percentile £45.53 £20.50 £18.73
County Antrim median hourly rate £14.58 £17.75 £11.00
% change year-on-year -17.89% +61.36% -59.63%

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 23 May 2019.

Contractor daily rate histogram for ETL in Belfast

ETL
Contractor Hourly Rate Histogram in Belfast

The hourly rate distribution of IT jobs citing ETL in Belfast over the 6 months to 23 May 2019.

Contractor hourly rate histogram for ETL in Belfast

For the 6 months to 23 May 2019, IT contractor jobs citing ETL 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 Belfast region with a requirement for ETL.

1 13 (81.25%) SQL
1 13 (81.25%) Finance
2 12 (75.00%) JavaScript
3 11 (68.75%) Analytical Skills
4 8 (50.00%) XML
4 8 (50.00%) Power BI
4 8 (50.00%) QlikView
4 8 (50.00%) Power Platform
5 7 (43.75%) Data Analytics
5 7 (43.75%) Analytics
5 7 (43.75%) Data Modelling
5 7 (43.75%) Data Mining
5 7 (43.75%) SAS
5 7 (43.75%) Microsoft Excel
5 7 (43.75%) SPSS
6 6 (37.50%) Cognos
6 6 (37.50%) Data Analysis
7 5 (31.25%) Statistics
7 5 (31.25%) User Acceptance Testing
7 5 (31.25%) Shell Script
7 5 (31.25%) Unix
7 5 (31.25%) Java
7 5 (31.25%) Ab Initio
8 4 (25.00%) Oracle
8 4 (25.00%) DB2
8 4 (25.00%) Business Intelligence
8 4 (25.00%) RDBMS
8 4 (25.00%) Fund Accounting
8 4 (25.00%) Relational Database
9 3 (18.75%) REST

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 (43.75%) SAS
2 3 (18.75%) ArcGIS
2 3 (18.75%) IIS
Applications
1 7 (43.75%) Microsoft Excel
1 7 (43.75%) SPSS
Cloud Services
1 8 (50.00%) Power Platform
2 3 (18.75%) Slack
Database & Business Intelligence
1 8 (50.00%) Power BI
1 8 (50.00%) QlikView
2 7 (43.75%) Data Mining
3 4 (25.00%) DB2
3 4 (25.00%) RDBMS
3 4 (25.00%) Relational Database
4 3 (18.75%) Geospatial Data
4 3 (18.75%) GIS
4 3 (18.75%) Spatial Data
Development Applications
1 3 (18.75%) JIRA
1 3 (18.75%) Team Foundation Server
General
1 13 (81.25%) Finance
2 2 (12.50%) Banking
Job Titles
1 9 (56.25%) Analyst
2 8 (50.00%) Data Analyst
3 4 (25.00%) Consultant
4 3 (18.75%) GIS Consultant
5 2 (12.50%) Report Analyst
6 1 (6.25%) Ab Initio Consultant
6 1 (6.25%) Ab Initio Developer
6 1 (6.25%) Business Intelligence Analyst
6 1 (6.25%) Business Intelligence Data Analyst
6 1 (6.25%) Data Analytics Analyst
6 1 (6.25%) Developer
6 1 (6.25%) ETL Analyst
6 1 (6.25%) ETL Consultant
6 1 (6.25%) ETL Developer
6 1 (6.25%) Financial Analyst
6 1 (6.25%) Service Analyst
Libraries, Frameworks & Software Standards
1 8 (50.00%) XML
2 3 (18.75%) CSS
2 3 (18.75%) HTML
2 3 (18.75%) REST
3 2 (12.50%) Spring
Miscellaneous
1 11 (68.75%) Analytical Skills
2 3 (18.75%) Management Information System
2 3 (18.75%) Mobile App
Operating Systems
1 5 (31.25%) Unix
Processes & Methodologies
1 7 (43.75%) Analytics
1 7 (43.75%) Data Analytics
1 7 (43.75%) Data Modelling
2 6 (37.50%) Data Analysis
3 5 (31.25%) Statistics
3 5 (31.25%) User Acceptance Testing
4 4 (25.00%) Business Intelligence
4 4 (25.00%) Fund Accounting
5 3 (18.75%) Agile Software Development
5 3 (18.75%) Change Management
5 3 (18.75%) Data Management
5 3 (18.75%) Infrastructure Management
5 3 (18.75%) Kanban
5 3 (18.75%) Stakeholder Management
5 3 (18.75%) Web Design
6 1 (6.25%) Economics
6 1 (6.25%) Information Management
6 1 (6.25%) Kalman Filter
6 1 (6.25%) Mathematics
6 1 (6.25%) Process Improvement
Programming Languages
1 13 (81.25%) SQL
2 12 (75.00%) JavaScript
3 5 (31.25%) Java
3 5 (31.25%) Shell Script
4 3 (18.75%) Python
Qualifications
1 3 (18.75%) Degree
1 3 (18.75%) Master's Degree
Vendors
1 6 (37.50%) Cognos
2 5 (31.25%) Ab Initio
3 4 (25.00%) Oracle
4 3 (18.75%) ESRI
4 3 (18.75%) Microsoft