Period
to 27 May 2018

The following table provides summary statistics for contract job vacancies advertised in the South West 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 27 May 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)
England > South West
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 88 103 77
Rank change year-on-year +15 -26 -4
Contract jobs citing ETL 116 103 151
As % of all contract IT jobs advertised in the South West 2.29% 1.96% 2.55%
As % of the Processes & Methodologies category 2.80% 2.35% 3.13%
Number of daily rates quoted 82 65 111
South West median daily rate £425 £400 £363
Median daily rate % change year-on-year +6.25% +10.34% -3.33%
10th Percentile £319 £300 £305
90th Percentile £566 £520 £500
England median daily rate £470 £450 £425
% change year-on-year +4.44% +5.88% -
Number of hourly rates quoted 0 4 1
South West median hourly rate - £40.00 £49.00
Median hourly rate % change year-on-year - -18.37% +70.43%
England median hourly rate £48.75 £35.00 £30.00
% change year-on-year +39.29% +16.67% -19.79%

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 the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Contract vacancies with a requirement for process or methodology skills 4,140 4,380 4,830
As % of all contract IT jobs advertised in the South West 81.88% 83.44% 81.59%
Number of daily rates quoted 2,493 2,849 3,212
South West median daily rate £405 £390 £375
Median daily rate % change year-on-year +3.85% +4.00% -3.23%
10th Percentile £269 £250 £253
90th Percentile £563 £550 £538
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 183 222 262
South West median hourly rate £31.00 £39.50 £40.00
Median hourly rate % change year-on-year -21.52% -1.25% +17.65%
10th Percentile £11.18 £14.00 £13.00
90th Percentile £47.50 £52.50 £52.25
England median hourly rate £22.00 £25.50 £23.62
% change year-on-year -13.73% +7.98% +12.45%

ETL
Job Vacancy Trend in the South West

Job postings citing ETL as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for ETL in the South West

ETL
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for ETL in the South West

ETL
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing ETL in the South West over the 6 months to 27 May 2018.

Contractor daily rate histogram for ETL in the South West

ETL
Contractor Hourly Rate Trend in the South West

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in the South West.

Contractor hourly rate trend for ETL in the South West

ETL
Contract Job Locations in the South West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the South West region over the 6 months to 27 May 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
Gloucestershire +30 33 £440 +10.00% 10
Bristol -11 33 £400 - 10
Wiltshire +2 21 £475 +11.76% 2
Dorset -3 11 £525 +27.27% 6
Devon +1 9 £375 +7.14% 3
Somerset 0 5 £250 -37.50% 2
ETL
England

For the 6 months to 27 May 2018, 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 South West region with a requirement for ETL.

1 72 (62.07%) SQL
2 69 (59.48%) Data Warehouse
3 48 (41.38%) Business Intelligence
4 45 (38.79%) Agile Software Development
5 41 (35.34%) Finance
6 36 (31.03%) SQL Server Integration Services
7 33 (28.45%) SQL Server
8 32 (27.59%) Oracle
9 27 (23.28%) Data Modelling
10 25 (21.55%) SAS
11 23 (19.83%) SQL Server Reporting Services
12 21 (18.10%) Scrum
13 20 (17.24%) Amazon AWS
14 18 (15.52%) Analytics
14 18 (15.52%) SAP
15 17 (14.66%) Relational Database
16 16 (13.79%) Amazon Redshift
16 16 (13.79%) Security Cleared
16 16 (13.79%) Continuous Integration
16 16 (13.79%) Unix
16 16 (13.79%) Microsoft
17 15 (12.93%) Teradata
17 15 (12.93%) Analytical Skills
17 15 (12.93%) Tableau
18 14 (12.07%) T-SQL
18 14 (12.07%) PL/SQL
19 13 (11.21%) DevOps
19 13 (11.21%) MuleSoft
20 12 (10.34%) IBM
21 11 (9.48%) DataStage

ETL
Co-occurring IT Skills in the South West 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 25 (21.55%) SAS
2 7 (6.03%) Confluence
3 3 (2.59%) Apache Spark
4 2 (1.72%) Oracle SOA Suite
4 2 (1.72%) SharePoint
5 1 (0.86%) Apache
5 1 (0.86%) IIS
5 1 (0.86%) Oracle Workflow
Applications
1 3 (2.59%) Microsoft Excel
2 1 (0.86%) CATIA
Business Applications
1 1 (0.86%) DELMIA
1 1 (0.86%) ENOVIA
1 1 (0.86%) NetSuite
1 1 (0.86%) Teamcenter
Cloud Services
1 20 (17.24%) Amazon AWS
2 10 (8.62%) Amazon S3
3 7 (6.03%) Microsoft Azure
4 2 (1.72%) Azure Data Factory
5 1 (0.86%) PaaS
Communications & Networking
1 2 (1.72%) Internet
1 2 (1.72%) Kerberos
1 2 (1.72%) SSL
Database & Business Intelligence
1 69 (59.48%) Data Warehouse
2 36 (31.03%) SQL Server Integration Services
3 33 (28.45%) SQL Server
4 23 (19.83%) SQL Server Reporting Services
5 17 (14.66%) Relational Database
6 16 (13.79%) Amazon Redshift
7 11 (9.48%) DataStage
8 10 (8.62%) BusinessObjects Business Intelligence
8 10 (8.62%) Power BI
8 10 (8.62%) SAS EBI
9 9 (7.76%) SQL Server Analysis Services
10 8 (6.90%) IBM InfoSphere
10 8 (6.90%) Star Schema
11 7 (6.03%) Big Data
11 7 (6.03%) BusinessObjects
11 7 (6.03%) MySQL
11 7 (6.03%) Pentaho
12 6 (5.17%) Base SAS
12 6 (5.17%) Oracle ODI
12 6 (5.17%) SAS Enterprise Guide
Development Applications
1 9 (7.76%) JIRA
2 6 (5.17%) Git (software)
3 5 (4.31%) Jenkins
4 3 (2.59%) Team Foundation Server
5 2 (1.72%) ERwin
5 2 (1.72%) SQL Server Management Studio (SSMS)
5 2 (1.72%) Visual Studio
6 1 (0.86%) Eclipse
6 1 (0.86%) IntelliJ
General
1 41 (35.34%) Finance
2 10 (8.62%) Banking
3 6 (5.17%) Retail Banking
4 3 (2.59%) Corporate Banking
4 3 (2.59%) Retail
5 2 (1.72%) Automotive
5 2 (1.72%) Front Office
5 2 (1.72%) Law
5 2 (1.72%) Manufacturing
6 1 (0.86%) General Ledger
6 1 (0.86%) Marketing
6 1 (0.86%) Multimedia
6 1 (0.86%) Telecoms
Job Titles
1 73 (62.93%) Developer
2 23 (19.83%) SQL Developer
3 20 (17.24%) ETL Developer
4 11 (9.48%) Analyst
5 10 (8.62%) Architect
5 10 (8.62%) Business Intelligence Developer
6 9 (7.76%) SSIS Developer
7 7 (6.03%) Data Warehouse Developer
7 7 (6.03%) DataStage Developer
7 7 (6.03%) DataStage ETL Developer
8 5 (4.31%) Data Architect
8 5 (4.31%) Python Developer
8 5 (4.31%) Redshift Developer
8 5 (4.31%) SQL Server Developer
9 4 (3.45%) AWS Developer
9 4 (3.45%) AWS Engineer
9 4 (3.45%) AWS Specialist
9 4 (3.45%) DBA
9 4 (3.45%) Redshift Specialist
9 4 (3.45%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 6 (5.17%) .NET
2 5 (4.31%) Flask
3 4 (3.45%) XML
4 3 (2.59%) Web Services
5 2 (1.72%) AngularJS
5 2 (1.72%) JSON
6 1 (0.86%) Ajax
6 1 (0.86%) CSS
6 1 (0.86%) HTML
6 1 (0.86%) MDX
6 1 (0.86%) Pandas
6 1 (0.86%) REST
6 1 (0.86%) scikit-learn
6 1 (0.86%) XHTML
6 1 (0.86%) XML Schema
Miscellaneous
1 15 (12.93%) Analytical Skills
2 4 (3.45%) Linked Data
2 4 (3.45%) Management Information System
3 2 (1.72%) Data Structures
3 2 (1.72%) Replication
4 1 (0.86%) Animation
4 1 (0.86%) Computer Science
4 1 (0.86%) Enterprise Software
4 1 (0.86%) Greenfield Project
4 1 (0.86%) User Experience
Operating Systems
1 16 (13.79%) Unix
2 10 (8.62%) Linux
3 3 (2.59%) Windows
4 2 (1.72%) SUSE Linux Enterprise Server
5 1 (0.86%) Windows Server
Processes & Methodologies
1 48 (41.38%) Business Intelligence
2 45 (38.79%) Agile Software Development
3 27 (23.28%) Data Modelling
4 21 (18.10%) Scrum
5 18 (15.52%) Analytics
6 16 (13.79%) Continuous Integration
7 13 (11.21%) DevOps
8 11 (9.48%) Dimensional Modelling
8 11 (9.48%) Kimball Methodology
9 10 (8.62%) Data Integration
9 10 (8.62%) Migration
9 10 (8.62%) Validation
10 8 (6.90%) Data Architecture
10 8 (6.90%) Data Governance
10 8 (6.90%) Data Migration
10 8 (6.90%) ETL Development
10 8 (6.90%) Visualisation
11 7 (6.03%) Performance Tuning
12 6 (5.17%) Data Visualisation
12 6 (5.17%) Master Data Management
Programming Languages
1 72 (62.07%) SQL
2 14 (12.07%) PL/SQL
2 14 (12.07%) T-SQL
3 10 (8.62%) Java
4 8 (6.90%) Python
4 8 (6.90%) R
4 8 (6.90%) Shell Script
5 6 (5.17%) C#
5 6 (5.17%) SAS Macro
6 4 (3.45%) JavaScript
7 3 (2.59%) Bash Shell
7 3 (2.59%) VBA
8 2 (1.72%) Perl
9 1 (0.86%) Data Analysis Expressions (DAX)
9 1 (0.86%) Korn
9 1 (0.86%) PowerShell
Qualifications
1 16 (13.79%) Security Cleared
2 11 (9.48%) SC Cleared
3 2 (1.72%) Computer Science Degree
3 2 (1.72%) Degree
3 2 (1.72%) TOGAF Certification
4 1 (0.86%) BPSS Clearance
4 1 (0.86%) DBS Check
Quality Assurance & Compliance
1 4 (3.45%) QA
2 3 (2.59%) Data Quality
2 3 (2.59%) GDPR
3 2 (1.72%) Disclosure Scotland
4 1 (0.86%) SLA
System Software
1 2 (1.72%) HDFS
Systems Management
1 2 (1.72%) Ambari
1 2 (1.72%) Hadoop YARN
Vendors
1 32 (27.59%) Oracle
2 18 (15.52%) SAP
3 16 (13.79%) Microsoft
4 15 (12.93%) Tableau
4 15 (12.93%) Teradata
5 13 (11.21%) MuleSoft
6 12 (10.34%) IBM
7 10 (8.62%) Cognos
8 7 (6.03%) Talend
9 6 (5.17%) DataFlux
10 3 (2.59%) Informatica
11 2 (1.72%) Hortonworks
11 2 (1.72%) Nintex
12 1 (0.86%) Ab Initio
12 1 (0.86%) Mercator
12 1 (0.86%) Netezza
12 1 (0.86%) Sage