Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 100 88 121
Rank change year-on-year -12 +33 -47
Contract jobs citing ETL 120 124 87
As % of all contract IT jobs advertised in the South West 2.19% 2.26% 1.48%
As % of the Processes & Methodologies category 2.59% 2.71% 1.82%
Number of daily rates quoted 88 80 67
South West median daily rate £431 £400 £363
Median daily rate % change year-on-year +7.81% +10.34% -3.33%
10th Percentile £313 £312 £260
90th Percentile £571 £579 £490
England median daily rate £460 £450 £425
% change year-on-year +2.22% +5.88% -
Number of hourly rates quoted 1 1 5
South West median hourly rate £40.00 £55.00 £48.00
Median hourly rate % change year-on-year -27.27% +14.58% +60.00%
10th Percentile £37.50 £32.50 £42.00
90th Percentile £42.50 £77.50 £49.80
England median hourly rate £38.50 £36.25 £44.00
% change year-on-year +6.21% -17.61% +46.67%

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 4,625 4,573 4,777
As % of all contract IT jobs advertised in the South West 84.54% 83.45% 81.50%
Number of daily rates quoted 2,866 2,898 3,157
South West median daily rate £420 £400 £375
Median daily rate % change year-on-year +5.00% +6.67% -
10th Percentile £269 £250 £250
90th Percentile £563 £538 £560
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +3.66%
Number of hourly rates quoted 218 198 267
South West median hourly rate £41.00 £39.50 £37.50
Median hourly rate % change year-on-year +3.80% +5.33% +4.17%
10th Percentile £12.60 £12.94 £12.90
90th Percentile £50.00 £50.93 £48.00
England median hourly rate £21.50 £24.00 £23.00
% change year-on-year -10.42% +4.35% +6.73%

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 19 August 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 19 August 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 +13 32 £494 +30.36% 4
Bristol -32 29 £400 - 8
Devon +17 20 £375 +9.01% 2
Wiltshire -14 17 £500 - 3
Dorset -3 8 £444 +36.54% 1
Somerset +15 7 £250 -28.57% 3
ETL
England

For the 6 months to 19 August 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 75 (62.50%) SQL
2 65 (54.17%) Data Warehouse
3 54 (45.00%) Finance
4 49 (40.83%) SQL Server
5 45 (37.50%) Agile Software Development
6 44 (36.67%) Business Intelligence
7 41 (34.17%) Oracle
8 39 (32.50%) SQL Server Integration Services
9 25 (20.83%) Data Modelling
10 24 (20.00%) PL/SQL
10 24 (20.00%) Unix
11 23 (19.17%) SQL Server Reporting Services
12 21 (17.50%) Teradata
13 20 (16.67%) T-SQL
13 20 (16.67%) Shell Script
13 20 (16.67%) Relational Database
14 18 (15.00%) DataStage
14 18 (15.00%) Security Cleared
15 17 (14.17%) Microsoft
15 17 (14.17%) Banking
16 16 (13.33%) IBM InfoSphere
16 16 (13.33%) Analytical Skills
17 15 (12.50%) Problem-Solving
17 15 (12.50%) Data Quality
17 15 (12.50%) IBM
17 15 (12.50%) Windows
18 14 (11.67%) Scrum
18 14 (11.67%) Talend
18 14 (11.67%) Kimball Methodology
18 14 (11.67%) Data Integration

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 10 (8.33%) SAS
2 5 (4.17%) Confluence
3 3 (2.50%) Apache Spark
4 1 (0.83%) Apache
4 1 (0.83%) Oracle SOA Suite
Applications
1 4 (3.33%) Microsoft Excel
2 2 (1.67%) MS Visio
3 1 (0.83%) CATIA
3 1 (0.83%) Microsoft Office
3 1 (0.83%) Microsoft Project
Business Applications
1 1 (0.83%) Cognos Business Intelligence
1 1 (0.83%) DELMIA
1 1 (0.83%) ENOVIA
1 1 (0.83%) NetSuite
1 1 (0.83%) Oracle Financials
1 1 (0.83%) Teamcenter
Cloud Services
1 12 (10.00%) Microsoft Azure
2 6 (5.00%) Amazon AWS
3 3 (2.50%) Amazon S3
3 3 (2.50%) Azure Data Factory
4 2 (1.67%) Amazon EC2
4 2 (1.67%) PaaS
4 2 (1.67%) Virtual Private Cloud
5 1 (0.83%) IaaS
Communications & Networking
1 2 (1.67%) Kerberos
1 2 (1.67%) SSL
2 1 (0.83%) Internet
Database & Business Intelligence
1 65 (54.17%) Data Warehouse
2 49 (40.83%) SQL Server
3 39 (32.50%) SQL Server Integration Services
4 23 (19.17%) SQL Server Reporting Services
5 20 (16.67%) Relational Database
6 18 (15.00%) DataStage
7 16 (13.33%) IBM InfoSphere
8 11 (9.17%) RDBMS
9 10 (8.33%) Big Data
9 10 (8.33%) Enterprise Data Warehouse
10 8 (6.67%) SQL Server Analysis Services
11 7 (5.83%) BusinessObjects
11 7 (5.83%) DB2
11 7 (5.83%) Oracle ODI
11 7 (5.83%) Power BI
11 7 (5.83%) SQL Server 2016
12 6 (5.00%) Star Schema
13 5 (4.17%) QualityStage
14 4 (3.33%) Crystal Reports
14 4 (3.33%) QlikView
Development Applications
1 8 (6.67%) JIRA
2 5 (4.17%) Team Foundation Server
2 5 (4.17%) Visual Studio
3 4 (3.33%) ERwin
4 3 (2.50%) Eclipse
4 3 (2.50%) Git (software)
4 3 (2.50%) IntelliJ
4 3 (2.50%) SQL Server Management Studio (SSMS)
5 2 (1.67%) Jenkins
5 2 (1.67%) Visual Studio Team System
General
1 54 (45.00%) Finance
2 17 (14.17%) Banking
3 7 (5.83%) Retail
3 7 (5.83%) Retail Banking
4 6 (5.00%) Manufacturing
5 3 (2.50%) Automotive
5 3 (2.50%) Corporate Banking
6 2 (1.67%) Electronics
6 2 (1.67%) Marketing
6 2 (1.67%) Telecoms
7 1 (0.83%) General Ledger
7 1 (0.83%) Law
7 1 (0.83%) Multimedia
7 1 (0.83%) Publishing
Job Titles
1 74 (61.67%) Developer
2 25 (20.83%) ETL Developer
3 20 (16.67%) SQL Developer
4 13 (10.83%) Business Intelligence Developer
5 11 (9.17%) Analyst
5 11 (9.17%) Architect
6 8 (6.67%) Data Warehouse Developer
6 8 (6.67%) DataStage Developer
6 8 (6.67%) DataStage ETL Developer
6 8 (6.67%) DBA
7 7 (5.83%) SQL DBA
7 7 (5.83%) SSIS Developer
7 7 (5.83%) Talend Developer
8 5 (4.17%) Administrator
8 5 (4.17%) Business Intelligence Architect
9 4 (3.33%) Business Intelligence Analyst
9 4 (3.33%) Data Architect
9 4 (3.33%) SQL Server Developer
9 4 (3.33%) Tableau Developer
10 3 (2.50%) SAP BusinessObjects (BO) Developer
Libraries, Frameworks & Software Standards
1 6 (5.00%) XML
2 5 (4.17%) .NET
3 3 (2.50%) Web Services
4 2 (1.67%) AngularJS
4 2 (1.67%) ASP.NET
4 2 (1.67%) ASP.NET Web API
4 2 (1.67%) REST
5 1 (0.83%) Ajax
5 1 (0.83%) CSS
5 1 (0.83%) HTML
5 1 (0.83%) JSON
5 1 (0.83%) Mason
5 1 (0.83%) Pandas
5 1 (0.83%) scikit-learn
5 1 (0.83%) SOAP
5 1 (0.83%) Visualforce
5 1 (0.83%) XHTML
5 1 (0.83%) XML Schema
Miscellaneous
1 16 (13.33%) Analytical Skills
2 6 (5.00%) Management Information System
3 4 (3.33%) Computer Science
3 4 (3.33%) Data Structures
3 4 (3.33%) Linked Data
4 3 (2.50%) Greenfield Project
5 2 (1.67%) Replication
5 2 (1.67%) Wiki
6 1 (0.83%) Animation
6 1 (0.83%) Driving Licence
6 1 (0.83%) Infotainment
6 1 (0.83%) NHS
6 1 (0.83%) Self-Motivation
6 1 (0.83%) User Experience
Operating Systems
1 24 (20.00%) Unix
2 15 (12.50%) Windows
3 13 (10.83%) Linux
4 6 (5.00%) Windows Server
5 2 (1.67%) SUSE Linux Enterprise Server
Processes & Methodologies
1 45 (37.50%) Agile Software Development
2 44 (36.67%) Business Intelligence
3 25 (20.83%) Data Modelling
4 15 (12.50%) Problem-Solving
5 14 (11.67%) Data Integration
5 14 (11.67%) Kimball Methodology
5 14 (11.67%) Scrum
5 14 (11.67%) SDLC
6 12 (10.00%) Data Analysis
6 12 (10.00%) Dimensional Modelling
6 12 (10.00%) ETL Development
7 11 (9.17%) Data Management
7 11 (9.17%) Migration
7 11 (9.17%) Validation
8 10 (8.33%) Continuous Integration
8 10 (8.33%) Data Governance
8 10 (8.33%) User Acceptance Testing
9 9 (7.50%) Analytics
9 9 (7.50%) Data Migration
9 9 (7.50%) Master Data Management
Programming Languages
1 75 (62.50%) SQL
2 24 (20.00%) PL/SQL
3 20 (16.67%) Shell Script
3 20 (16.67%) T-SQL
4 11 (9.17%) Java
5 5 (4.17%) Bash Shell
5 5 (4.17%) Python
6 4 (3.33%) JavaScript
7 3 (2.50%) C#
7 3 (2.50%) Korn
7 3 (2.50%) PowerShell
7 3 (2.50%) R
7 3 (2.50%) SAS Macro
8 2 (1.67%) C
8 2 (1.67%) Perl
9 1 (0.83%) Apex Code
9 1 (0.83%) SOQL
9 1 (0.83%) SOSL
9 1 (0.83%) VB.NET
Qualifications
1 18 (15.00%) Security Cleared
2 12 (10.00%) SC Cleared
3 4 (3.33%) Degree
4 3 (2.50%) Computer Science Degree
4 3 (2.50%) TOGAF Certification
5 1 (0.83%) BPSS Clearance
5 1 (0.83%) DBS Check
Quality Assurance & Compliance
1 15 (12.50%) Data Quality
2 6 (5.00%) QA
3 2 (1.67%) GDPR
System Software
1 2 (1.67%) HDFS
Systems Management
1 2 (1.67%) Ambari
1 2 (1.67%) Ansible
1 2 (1.67%) Hadoop YARN
1 2 (1.67%) HP Quality Center
1 2 (1.67%) Opscode Chef
1 2 (1.67%) Puppet
Vendors
1 41 (34.17%) Oracle
2 21 (17.50%) Teradata
3 17 (14.17%) Microsoft
4 15 (12.50%) IBM
5 14 (11.67%) Talend
6 9 (7.50%) Cognos
7 7 (5.83%) Netezza
7 7 (5.83%) SAP
8 5 (4.17%) Informatica
9 4 (3.33%) Tableau
10 3 (2.50%) DataFlux
11 2 (1.67%) Hortonworks
12 1 (0.83%) Alteryx
12 1 (0.83%) Mercator
12 1 (0.83%) MuleSoft
12 1 (0.83%) Sage
12 1 (0.83%) Salesforce.com