Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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 18 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)
East of England > Bedfordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 54 45 37
Rank change year-on-year -9 -8 +24
Contract jobs citing ETL 16 16 23
As % of all contract IT jobs advertised in Bedfordshire 2.36% 2.57% 3.36%
As % of the Processes & Methodologies category 2.81% 3.09% 4.00%
Number of daily rates quoted 17 12 14
Bedfordshire median daily rate £315 £413 £398
Median daily rate % change year-on-year -23.64% +3.77% +22.31%
East of England median daily rate £425 £404 £383
% change year-on-year +5.30% +5.52% +9.29%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate £34.50 - -

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 Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Contract vacancies with a requirement for process or methodology skills 569 518 575
As % of all contract IT jobs advertised in Bedfordshire 83.92% 83.15% 84.06%
Number of daily rates quoted 392 329 384
Bedfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £269 £212 £240
90th Percentile £581 £588 £575
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 11 7 38
Bedfordshire median hourly rate £22.50 £14.00 £37.50
Median hourly rate % change year-on-year +60.71% -62.67% +117.39%
10th Percentile £10.40 £11.02 £13.55
90th Percentile £50.48 £43.11 £50.71
East of England median hourly rate £31.02 £31.48 £25.00
% change year-on-year -1.46% +25.90% +3.65%

ETL
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for ETL in Bedfordshire

ETL
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for ETL in Bedfordshire

ETL
Contractor Daily Rate Histogram in Bedfordshire

The daily rate distribution of IT jobs citing ETL in Bedfordshire over the 6 months to 18 November 2017.

Contractor daily rate histogram for ETL in Bedfordshire

ETL
Contractor Hourly Rate Trend in Bedfordshire

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

Contractor hourly rate trend for ETL in Bedfordshire

ETL
Contract Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Bedfordshire region over the 6 months to 18 November 2017. 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
Luton -2 7 £503 -12.61%
Bedford +4 3 £315 -25.88%
ETL
East of England

For the 6 months to 18 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 Bedfordshire region with a requirement for ETL.

1 9 (56.25%) SQL Server Integration Services
2 8 (50.00%) SQL
2 8 (50.00%) SQL Server
3 7 (43.75%) Oracle
3 7 (43.75%) Data Warehouse
3 7 (43.75%) Agile Software Development
4 6 (37.50%) RDBMS
4 6 (37.50%) Relational Database
5 5 (31.25%) Analytics
5 5 (31.25%) Data Modelling
5 5 (31.25%) Java
6 4 (25.00%) SQL Server Reporting Services
6 4 (25.00%) ITIL
6 4 (25.00%) Data Analytics
6 4 (25.00%) Performance Tuning
6 4 (25.00%) Analytical Skills
7 3 (18.75%) SQL Server 2012
7 3 (18.75%) Waterfall
7 3 (18.75%) SQL Server Analysis Services
7 3 (18.75%) Data Mapping
7 3 (18.75%) Data Integration
7 3 (18.75%) CRM
7 3 (18.75%) Data Mining
7 3 (18.75%) Business Intelligence
7 3 (18.75%) Management Information System
7 3 (18.75%) Stakeholder Management
8 2 (12.50%) Change Management
8 2 (12.50%) Retail
8 2 (12.50%) Data Management
8 2 (12.50%) TOGAF

ETL
Co-occurring IT Skills in Bedfordshire 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 2 (12.50%) JBoss
1 2 (12.50%) WildFly
2 1 (6.25%) Confluence
Business Applications
1 1 (6.25%) Oracle ERP
Cloud Services
1 1 (6.25%) BlazeMeter
Communications & Networking
1 1 (6.25%) FTP
Database & Business Intelligence
1 9 (56.25%) SQL Server Integration Services
2 8 (50.00%) SQL Server
3 7 (43.75%) Data Warehouse
4 6 (37.50%) RDBMS
4 6 (37.50%) Relational Database
5 4 (25.00%) SQL Server Reporting Services
6 3 (18.75%) Data Mining
6 3 (18.75%) SQL Server 2012
6 3 (18.75%) SQL Server Analysis Services
7 2 (12.50%) Enterprise Data Warehouse
7 2 (12.50%) Oracle Exadata
7 2 (12.50%) Snowflake Schema
7 2 (12.50%) SQL Server 2008
8 1 (6.25%) DataStage
8 1 (6.25%) DB2
8 1 (6.25%) Informix
8 1 (6.25%) NoSQL
8 1 (6.25%) Oracle ODI
8 1 (6.25%) PostgreSQL
8 1 (6.25%) QualityStage
Development Applications
1 2 (12.50%) JIRA
2 1 (6.25%) Gatling
2 1 (6.25%) Git (software)
2 1 (6.25%) Jenkins
2 1 (6.25%) JMeter
2 1 (6.25%) Talend Open Studio
General
1 2 (12.50%) Retail
2 1 (6.25%) Finance
Job Titles
1 6 (37.50%) Developer
2 5 (31.25%) SQL Developer
2 5 (31.25%) SQL Server Developer
3 4 (25.00%) Consultant
3 4 (25.00%) Database Developer
3 4 (25.00%) SQL Database Developer
4 3 (18.75%) Architect
5 2 (12.50%) Business Intelligence Consultant
5 2 (12.50%) Data Analytics Architect
5 2 (12.50%) Data Architect
5 2 (12.50%) ETL Developer
5 2 (12.50%) SQL Server Consultant
6 1 (6.25%) Data Consultant
6 1 (6.25%) DataStage Developer
6 1 (6.25%) DataStage ETL Developer
6 1 (6.25%) Java Architect
6 1 (6.25%) Migration Manager
6 1 (6.25%) Oracle Data Migration Manager
6 1 (6.25%) SQL BI Developer
6 1 (6.25%) Test Architect
Libraries, Frameworks & Software Standards
1 2 (12.50%) EJB
1 2 (12.50%) Java EE
1 2 (12.50%) JDBC
1 2 (12.50%) JMS
1 2 (12.50%) JPA
1 2 (12.50%) Servlets
1 2 (12.50%) Web Services
2 1 (6.25%) Taurus
2 1 (6.25%) XML
2 1 (6.25%) XML Schema
Miscellaneous
1 4 (25.00%) Analytical Skills
2 3 (18.75%) Management Information System
Operating Systems
1 1 (6.25%) Linux
Processes & Methodologies
1 7 (43.75%) Agile Software Development
2 5 (31.25%) Analytics
2 5 (31.25%) Data Modelling
3 4 (25.00%) Data Analytics
3 4 (25.00%) ITIL
3 4 (25.00%) Performance Tuning
4 3 (18.75%) Business Intelligence
4 3 (18.75%) CRM
4 3 (18.75%) Data Integration
4 3 (18.75%) Data Mapping
4 3 (18.75%) Stakeholder Management
4 3 (18.75%) Waterfall
5 2 (12.50%) Change Management
5 2 (12.50%) Data Cleansing
5 2 (12.50%) Data Visualisation
5 2 (12.50%) Enterprise Architecture
5 2 (12.50%) Event-Driven Architecture
5 2 (12.50%) Kalman Filter
5 2 (12.50%) Statistics
5 2 (12.50%) Visualisation
Programming Languages
1 8 (50.00%) SQL
2 5 (31.25%) Java
Qualifications
1 1 (6.25%) SC Cleared
1 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
1 1 (6.25%) QA
Vendors
1 7 (43.75%) Oracle
2 1 (6.25%) Atlassian
2 1 (6.25%) Citrix
2 1 (6.25%) HP
2 1 (6.25%) Informatica
2 1 (6.25%) Microsoft
2 1 (6.25%) Talend
2 1 (6.25%) Teradata