Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire 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 20 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)
South East > Buckinghamshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 94 45 93
Rank change year-on-year -49 +48 +18
Contract jobs citing ETL 44 71 45
As % of all contract IT jobs advertised in Buckinghamshire 1.86% 4.10% 1.70%
As % of the Processes & Methodologies category 2.28% 4.87% 2.10%
Number of daily rates quoted 25 42 19
Buckinghamshire median daily rate £315 £425 £350
Median daily rate % change year-on-year -25.88% +21.43% -11.39%
10th Percentile £300 £356 £296
90th Percentile £533 £525 £452
South East median daily rate £425 £415 £400
% change year-on-year +2.41% +3.75% -
Number of hourly rates quoted 1 0 2
Buckinghamshire median hourly rate £60.00 - £22.50
10th Percentile £57.50 - £21.25
90th Percentile £62.50 - £23.75
South East median hourly rate £56.50 £30.00 £22.50
% change year-on-year +88.33% +33.33% -88.16%

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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Contract vacancies with a requirement for process or methodology skills 1933 1459 2140
As % of all contract IT jobs advertised in Buckinghamshire 81.77% 84.24% 80.66%
Number of daily rates quoted 906 799 1128
Buckinghamshire median daily rate £400 £408 £375
Median daily rate % change year-on-year -1.84% +8.67% +7.14%
10th Percentile £253 £235 £238
90th Percentile £538 £550 £505
South East median daily rate £425 £400 £393
% change year-on-year +6.25% +1.91% +4.67%
Number of hourly rates quoted 94 59 61
Buckinghamshire median hourly rate £16.58 £15.00 £16.25
Median hourly rate % change year-on-year +10.53% -7.69% +27.45%
10th Percentile £9.51 £9.31 £9.50
90th Percentile £48.75 £47.30 £45.00
South East median hourly rate £23.00 £27.13 £26.50
% change year-on-year -15.21% +2.36% +51.43%

ETL
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for ETL in Buckinghamshire

ETL
Contractor Daily Rate Trend in Buckinghamshire

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

Contractor daily rate trend for ETL in Buckinghamshire

ETL
Contractor Daily Rate Histogram in Buckinghamshire

The daily rate distribution of IT jobs citing ETL in Buckinghamshire over the 6 months to 20 November 2017.

Contractor daily rate histogram for ETL in Buckinghamshire

ETL
Contractor Hourly Rate Trend in Buckinghamshire

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

Contractor hourly rate trend for ETL in Buckinghamshire

ETL
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Buckinghamshire region over the 6 months to 20 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
Milton Keynes -45 35 £315 -26.96% 2
Aylesbury +5 1 - -
Amersham - 1 - -
ETL
South East

For the 6 months to 20 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 Buckinghamshire region with a requirement for ETL.

1 25 (56.82%) SQL
2 23 (52.27%) Agile Software Development
3 17 (38.64%) Big Data
4 16 (36.36%) SQL Server Integration Services
5 15 (34.09%) Hadoop
5 15 (34.09%) SQL Server
6 14 (31.82%) CRM
7 13 (29.55%) Java
8 12 (27.27%) Data Warehouse
8 12 (27.27%) Finance
9 10 (22.73%) Workflow
9 10 (22.73%) Microsoft
9 10 (22.73%) Git (software)
9 10 (22.73%) Test Automation
9 10 (22.73%) Performance Testing
9 10 (22.73%) Continuous Integration
9 10 (22.73%) TDD
9 10 (22.73%) BDD
9 10 (22.73%) Jenkins
10 9 (20.45%) SQL Server Reporting Services
10 9 (20.45%) QA
10 9 (20.45%) Business Intelligence
10 9 (20.45%) Oracle
11 8 (18.18%) JIRA
11 8 (18.18%) Data Entry
11 8 (18.18%) Performance Tuning
11 8 (18.18%) Mentoring
12 7 (15.91%) Kafka
12 7 (15.91%) SQL Server 2012
12 7 (15.91%) Waterfall

ETL
Co-occurring IT Skills in Buckinghamshire 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 (6.82%) Apache Spark
1 3 (6.82%) SharePoint
2 2 (4.55%) Apache
2 2 (4.55%) Apache Pig
3 1 (2.27%) Oracle Coherence
3 1 (2.27%) Oracle SOA Suite
Applications
1 3 (6.82%) Microsoft Excel
1 3 (6.82%) Microsoft Office
Business Applications
1 3 (6.82%) Cognos TM1
2 2 (4.55%) Cognos Business Intelligence
3 1 (2.27%) Dynamics NAV
Cloud Services
1 5 (11.36%) BlazeMeter
2 3 (6.82%) Microsoft Azure
3 2 (4.55%) Slack
4 1 (2.27%) Amazon AWS
Communications & Networking
1 1 (2.27%) FTP
1 1 (2.27%) Radio Access Network
Database & Business Intelligence
1 17 (38.64%) Big Data
2 16 (36.36%) SQL Server Integration Services
3 15 (34.09%) Hadoop
3 15 (34.09%) SQL Server
4 12 (27.27%) Data Warehouse
5 9 (20.45%) SQL Server Reporting Services
6 7 (15.91%) DB2
6 7 (15.91%) SQL Server 2012
7 6 (13.64%) RDBMS
7 6 (13.64%) Relational Database
8 5 (11.36%) Apache Hive
8 5 (11.36%) Impala
8 5 (11.36%) PowerCenter
8 5 (11.36%) SQL Server Analysis Services
9 4 (9.09%) OLAP
9 4 (9.09%) SQL Server 2016
10 3 (6.82%) Cloudera CDH
10 3 (6.82%) HBase
10 3 (6.82%) NoSQL
10 3 (6.82%) Sqoop
Development Applications
1 10 (22.73%) Git (software)
1 10 (22.73%) Jenkins
2 8 (18.18%) JIRA
3 5 (11.36%) Gatling
3 5 (11.36%) JMeter
4 3 (6.82%) Talend Open Studio
5 1 (2.27%) Cucumber
5 1 (2.27%) Selenium
5 1 (2.27%) Team Foundation Server
General
1 12 (27.27%) Finance
2 4 (9.09%) Banking
3 3 (6.82%) Retail
3 3 (6.82%) Telecoms
4 2 (4.55%) Marketing
5 1 (2.27%) Corporate Banking
5 1 (2.27%) Electronics
5 1 (2.27%) Manufacturing
5 1 (2.27%) Retail Banking
5 1 (2.27%) Spanish Language
Job Titles
1 18 (40.91%) Developer
2 14 (31.82%) Architect
3 10 (22.73%) SQL Developer
3 10 (22.73%) Test Architect
4 8 (18.18%) ETL Developer
5 6 (13.64%) Database Developer
5 6 (13.64%) SQL Database Developer
5 6 (13.64%) SQL Server Developer
6 5 (11.36%) Data Engineer
7 4 (9.09%) Analyst
7 4 (9.09%) Big Data Engineer
7 4 (9.09%) Data Architect
8 3 (6.82%) DB2 Developer
8 3 (6.82%) Performance Architect
8 3 (6.82%) Performance Test Architect
8 3 (6.82%) SQL Analyst
8 3 (6.82%) SSIS Developer
9 2 (4.55%) Big Data Architect
9 2 (4.55%) Excel Analyst
9 2 (4.55%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 7 (15.91%) Kafka
2 5 (11.36%) Taurus
3 2 (4.55%) Cascading
3 2 (4.55%) HTML
3 2 (4.55%) Middleware
3 2 (4.55%) SOAP
3 2 (4.55%) WSDL
3 2 (4.55%) XML
4 1 (2.27%) .NET
4 1 (2.27%) CSS
4 1 (2.27%) Java EE
4 1 (2.27%) REST
4 1 (2.27%) Web Services
4 1 (2.27%) XML Messaging
4 1 (2.27%) XSD
Miscellaneous
1 3 (6.82%) Analytical Skills
2 1 (2.27%) Clustering
2 1 (2.27%) Computer Science
2 1 (2.27%) Replication
Operating Systems
1 3 (6.82%) Linux
1 3 (6.82%) Unix
Processes & Methodologies
1 23 (52.27%) Agile Software Development
2 14 (31.82%) CRM
3 10 (22.73%) BDD
3 10 (22.73%) Continuous Integration
3 10 (22.73%) Performance Testing
3 10 (22.73%) TDD
3 10 (22.73%) Test Automation
3 10 (22.73%) Workflow
4 9 (20.45%) Business Intelligence
5 8 (18.18%) Data Entry
5 8 (18.18%) Mentoring
5 8 (18.18%) Performance Tuning
6 7 (15.91%) Waterfall
7 6 (13.64%) ETL Development
7 6 (13.64%) ITIL
7 6 (13.64%) Scrum
7 6 (13.64%) SDLC
8 5 (11.36%) Analytics
8 5 (11.36%) MapReduce
9 4 (9.09%) Data Analytics
Programming Languages
1 25 (56.82%) SQL
2 13 (29.55%) Java
3 4 (9.09%) JavaScript
4 3 (6.82%) Ruby
4 3 (6.82%) VBA
5 2 (4.55%) HiveQL
5 2 (4.55%) Scala
5 2 (4.55%) T-SQL
5 2 (4.55%) VB
6 1 (2.27%) Tcl
6 1 (2.27%) VB6
Qualifications
1 2 (4.55%) SC Cleared
1 2 (4.55%) Security Cleared
2 1 (2.27%) BPSS Clearance
2 1 (2.27%) Computer Science Degree
2 1 (2.27%) Degree
Quality Assurance & Compliance
1 9 (20.45%) QA
2 4 (9.09%) Data Quality
System Software
1 5 (11.36%) Apache Flume
2 2 (4.55%) HDFS
Systems Management
1 2 (4.55%) Oozie
Vendors
1 10 (22.73%) Microsoft
2 9 (20.45%) Oracle
3 4 (9.09%) SAP
4 3 (6.82%) Cloudera
4 3 (6.82%) Cognos
4 3 (6.82%) Talend
5 2 (4.55%) MapR
6 1 (2.27%) Informatica
6 1 (2.27%) TEOCO
6 1 (2.27%) Teradata