Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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 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)
Buckinghamshire > Milton Keynes
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 84 40 84
Rank change year-on-year -44 +44 +10
Contract jobs citing ETL 35 55 31
As % of all contract IT jobs advertised in Milton Keynes 2.02% 4.31% 1.61%
As % of the Processes & Methodologies category 2.42% 5.07% 1.99%
Number of daily rates quoted 22 37 13
Milton Keynes median daily rate £315 £425 £350
Median daily rate % change year-on-year -25.88% +21.43% -10.83%
10th Percentile £300 £360 £267
90th Percentile £536 £527 £440
Buckinghamshire median daily rate £315 £425 £350
% change year-on-year -25.88% +21.43% -11.39%
Number of hourly rates quoted 0 0 1
Milton Keynes median hourly rate - - £22.50
Buckinghamshire median hourly rate £60.00 - £22.50

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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 1448 1085 1561
As % of all contract IT jobs advertised in Milton Keynes 83.46% 85.03% 80.88%
Number of daily rates quoted 757 638 851
Milton Keynes median daily rate £400 £416 £385
Median daily rate % change year-on-year -3.73% +7.92% +10.00%
10th Percentile £263 £245 £250
90th Percentile £527 £550 £500
Buckinghamshire median daily rate £400 £406 £375
% change year-on-year -1.37% +8.15% +7.14%
Number of hourly rates quoted 53 33 36
Milton Keynes median hourly rate £14.00 £14.00 £16.07
Median hourly rate % change year-on-year - -12.88% +23.62%
10th Percentile £8.79 £9.00 £9.38
90th Percentile £24.80 £38.75 £25.38
Buckinghamshire median hourly rate £16.58 £15.00 £16.27
% change year-on-year +10.53% -7.78% +25.12%

ETL
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for ETL in Milton Keynes

ETL
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for ETL in Milton Keynes

ETL
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing ETL in Milton Keynes over the 6 months to 19 November 2017.

Contractor daily rate histogram for ETL in Milton Keynes

For the 6 months to 19 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 Milton Keynes region with a requirement for ETL.

1 20 (57.14%) SQL
2 18 (51.43%) Agile Software Development
3 14 (40.00%) SQL Server Integration Services
4 13 (37.14%) Big Data
5 12 (34.29%) SQL Server
5 12 (34.29%) CRM
6 11 (31.43%) Hadoop
7 10 (28.57%) Data Warehouse
7 10 (28.57%) Finance
8 9 (25.71%) Java
9 8 (22.86%) Oracle
9 8 (22.86%) Microsoft
10 7 (20.00%) Business Intelligence
10 7 (20.00%) Workflow
10 7 (20.00%) Git (software)
10 7 (20.00%) Test Automation
10 7 (20.00%) BDD
10 7 (20.00%) TDD
10 7 (20.00%) QA
10 7 (20.00%) Performance Testing
10 7 (20.00%) Continuous Integration
10 7 (20.00%) SQL Server 2012
10 7 (20.00%) Jenkins
10 7 (20.00%) Performance Tuning
11 6 (17.14%) Waterfall
11 6 (17.14%) SDLC
11 6 (17.14%) SQL Server Reporting Services
11 6 (17.14%) Kafka
11 6 (17.14%) ITIL
12 5 (14.29%) DB2

ETL
Co-occurring IT Skills in Milton Keynes 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 3 (8.57%) SharePoint
2 2 (5.71%) Apache
2 2 (5.71%) Apache Pig
2 2 (5.71%) Apache Spark
Applications
1 3 (8.57%) Microsoft Excel
1 3 (8.57%) Microsoft Office
Business Applications
1 3 (8.57%) Cognos TM1
2 2 (5.71%) Cognos Business Intelligence
3 1 (2.86%) Dynamics NAV
Cloud Services
1 4 (11.43%) BlazeMeter
2 2 (5.71%) Microsoft Azure
2 2 (5.71%) Slack
3 1 (2.86%) Amazon AWS
Communications & Networking
1 1 (2.86%) FTP
Database & Business Intelligence
1 14 (40.00%) SQL Server Integration Services
2 13 (37.14%) Big Data
3 12 (34.29%) SQL Server
4 11 (31.43%) Hadoop
5 10 (28.57%) Data Warehouse
6 7 (20.00%) SQL Server 2012
7 6 (17.14%) SQL Server Reporting Services
8 5 (14.29%) DB2
8 5 (14.29%) RDBMS
8 5 (14.29%) Relational Database
9 4 (11.43%) Apache Hive
9 4 (11.43%) Impala
9 4 (11.43%) OLAP
9 4 (11.43%) PowerCenter
9 4 (11.43%) SQL Server Analysis Services
10 3 (8.57%) SQL Server 2016
11 2 (5.71%) Cloudera CDH
11 2 (5.71%) Data Lake
11 2 (5.71%) NoSQL
11 2 (5.71%) Sqoop
Development Applications
1 7 (20.00%) Git (software)
1 7 (20.00%) Jenkins
2 5 (14.29%) JIRA
3 4 (11.43%) Gatling
3 4 (11.43%) JMeter
4 3 (8.57%) Talend Open Studio
5 1 (2.86%) Team Foundation Server
General
1 10 (28.57%) Finance
2 3 (8.57%) Banking
2 3 (8.57%) Retail
3 2 (5.71%) Marketing
3 2 (5.71%) Telecoms
4 1 (2.86%) Corporate Banking
4 1 (2.86%) Electronics
4 1 (2.86%) Manufacturing
4 1 (2.86%) Retail Banking
4 1 (2.86%) Spanish Language
Job Titles
1 15 (42.86%) Developer
2 9 (25.71%) Architect
2 9 (25.71%) SQL Developer
3 7 (20.00%) Test Architect
4 6 (17.14%) Database Developer
4 6 (17.14%) ETL Developer
4 6 (17.14%) SQL Database Developer
4 6 (17.14%) SQL Server Developer
5 5 (14.29%) Data Engineer
6 4 (11.43%) Big Data Engineer
7 3 (8.57%) Analyst
7 3 (8.57%) Data Architect
7 3 (8.57%) DB2 Developer
7 3 (8.57%) Performance Architect
7 3 (8.57%) Performance Test Architect
7 3 (8.57%) SSIS Developer
8 2 (5.71%) Business Intelligence Analyst
8 2 (5.71%) Business Intelligence Developer
8 2 (5.71%) Consultant
8 2 (5.71%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (17.14%) Kafka
2 4 (11.43%) Taurus
3 2 (5.71%) Cascading
3 2 (5.71%) Middleware
4 1 (2.86%) HTML
4 1 (2.86%) Java EE
4 1 (2.86%) SOAP
4 1 (2.86%) WSDL
4 1 (2.86%) XML
Miscellaneous
1 3 (8.57%) Analytical Skills
2 1 (2.86%) Clustering
2 1 (2.86%) Computer Science
2 1 (2.86%) Replication
Operating Systems
1 2 (5.71%) Linux
1 2 (5.71%) Unix
Processes & Methodologies
1 18 (51.43%) Agile Software Development
2 12 (34.29%) CRM
3 7 (20.00%) BDD
3 7 (20.00%) Business Intelligence
3 7 (20.00%) Continuous Integration
3 7 (20.00%) Performance Testing
3 7 (20.00%) Performance Tuning
3 7 (20.00%) TDD
3 7 (20.00%) Test Automation
3 7 (20.00%) Workflow
4 6 (17.14%) ITIL
4 6 (17.14%) SDLC
4 6 (17.14%) Waterfall
5 5 (14.29%) Data Entry
5 5 (14.29%) Mentoring
5 5 (14.29%) Scrum
6 4 (11.43%) Analytics
6 4 (11.43%) Big Data Analytics
6 4 (11.43%) Data Analytics
6 4 (11.43%) ETL Development
Programming Languages
1 20 (57.14%) SQL
2 9 (25.71%) Java
3 2 (5.71%) HiveQL
3 2 (5.71%) Scala
3 2 (5.71%) T-SQL
3 2 (5.71%) VB
3 2 (5.71%) VBA
4 1 (2.86%) JavaScript
4 1 (2.86%) Ruby
4 1 (2.86%) Tcl
4 1 (2.86%) VB6
Qualifications
1 1 (2.86%) Computer Science Degree
1 1 (2.86%) Degree
1 1 (2.86%) SC Cleared
1 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 7 (20.00%) QA
2 3 (8.57%) Data Quality
System Software
1 4 (11.43%) Apache Flume
2 2 (5.71%) HDFS
Systems Management
1 2 (5.71%) Oozie
Vendors
1 8 (22.86%) Microsoft
1 8 (22.86%) Oracle
2 4 (11.43%) SAP
3 3 (8.57%) Cognos
3 3 (8.57%) Talend
4 2 (5.71%) Cloudera
4 2 (5.71%) MapR
5 1 (2.86%) Informatica
5 1 (2.86%) Teradata