The following table provides summary statistics for contract job vacancies advertised in Berkshire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 27 March 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.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South East / Berkshire
Rank 55 68 104
Rank change year-on-year +13 +36  
Contract jobs citing ETL 44 59 35
As % of all contract IT jobs advertised in Berkshire 2.43% 2.40% 1.18%
As % of the Processes & Methodologies category 3.02% 2.98% 1.57%
Number of daily rates quoted 19 36 25
Median daily rate £425 £460 £400
Median daily rate % change year-on-year -7.60% +15.00%  
90% offered a daily rate of more than £295 £350 £268
10% offered a daily rate of more than £465 £538 £450
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 1 0 0
Median hourly rate £31.50 - -
UK excluding London median hourly rate £37.50 - £40.00

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Berkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Berkshire
Contract job vacancies with a requirement for process and methodology skills 1456 1977 2225
As % of all contract IT job vacancies advertised in Berkshire 80.40% 80.33% 74.82%
Number of daily rates quoted 680 1023 1162
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £260 £280 £238
10% offered a daily rate of more than £540 £550 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 62 45 55
Median hourly rate £16.50 £19.00 £27.50
Median hourly rate % change year-on-year -13.15% -30.90%  
90% offered a hourly rate of more than £12.00 £12.25 £14.00
10% offered a hourly rate of more than £55.00 £96.60 £42.50
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

ETL
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Berkshire

ETL
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for ETL in Berkshire

ETL
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing ETL in Berkshire over the 3 months to 27 March 2017.

Contractor daily rate histogram for ETL in Berkshire

ETL
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for ETL in Berkshire

ETL
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Berkshire region over the 3 months to 27 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +24 15 £425 -
Maidenhead +1 6 £338 -10.00% 2
Slough +7 5 £438 +3.55%
Bracknell -14 4 - - 1
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 27 March 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 Berkshire region with a requirement for ETL.

1 49 (53.26%) SQL
2 47 (51.09%) SQL Server
3 41 (44.57%) Finance
3 41 (44.57%) SQL Server Integration Services
4 31 (33.70%) Business Intelligence
5 29 (31.52%) Oracle
5 29 (31.52%) CRM
6 27 (29.35%) Migration
7 26 (28.26%) Microsoft
7 26 (28.26%) SQL Server 2012
8 24 (26.09%) ERP
9 21 (22.83%) Data Warehouse
9 21 (22.83%) Data Migration
10 18 (19.57%) MS Excel
10 18 (19.57%) Dynamics CRM
11 16 (17.39%) Hadoop
11 16 (17.39%) Relational Database
12 15 (16.30%) Big Data
13 14 (15.22%) Ab Initio
13 14 (15.22%) Java
13 14 (15.22%) Complex ETL
14 13 (14.13%) Data Modelling
15 12 (13.04%) T-SQL
15 12 (13.04%) DB2
15 12 (13.04%) XML
15 12 (13.04%) Security Management
15 12 (13.04%) Data Management
15 12 (13.04%) IaaS
15 12 (13.04%) Microsoft Azure
15 12 (13.04%) PaaS

ETL
Top Related IT Skills in Berkshire 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 11 (11.96%) SharePoint
2 10 (10.87%) Apache Spark
3 5 (5.43%) Oracle SOA Suite
4 3 (3.26%) Confluence
4 3 (3.26%) SAS
5 1 (1.09%) Elasticsearch
Applications
1 18 (19.57%) MS Excel
2 2 (2.17%) Spreadsheet
3 1 (1.09%) MS Project
Business Applications
1 18 (19.57%) Dynamics CRM
2 8 (8.70%) HFM
3 5 (5.43%) Hyperion Planning
4 4 (4.35%) Oracle ERP
5 3 (3.26%) NetSuite
6 2 (2.17%) SAP Hybris
7 1 (1.09%) Eloqua
7 1 (1.09%) SystmOne
Cloud Services
1 12 (13.04%) IaaS
1 12 (13.04%) Microsoft Azure
1 12 (13.04%) PaaS
2 2 (2.17%) CallidusCloud
3 1 (1.09%) Force.com
Communications & Networking
1 1 (1.09%) Kerberos
1 1 (1.09%) LDAP
Database & Business Intelligence
1 47 (51.09%) SQL Server
2 41 (44.57%) SQL Server Integration Services
3 26 (28.26%) SQL Server 2012
4 21 (22.83%) Data Warehouse
5 16 (17.39%) Hadoop
5 16 (17.39%) Relational Database
6 15 (16.30%) Big Data
7 12 (13.04%) Apache Hive
7 12 (13.04%) DB2
7 12 (13.04%) NoSQL
7 12 (13.04%) SQL Server Reporting Services
8 11 (11.96%) HBase
8 11 (11.96%) Impala
8 11 (11.96%) Sqoop
9 10 (10.87%) Oracle ODI
9 10 (10.87%) SQL Server Analysis Services
10 9 (9.78%) Oracle Database
11 8 (8.70%) Power BI
12 7 (7.61%) OLAP
13 6 (6.52%) Oracle BI EE
Development Applications
1 4 (4.35%) Toad
2 3 (3.26%) JIRA
3 1 (1.09%) Talend Open Studio
3 1 (1.09%) Team Foundation Server
General
1 41 (44.57%) Finance
2 9 (9.78%) Marketing
3 3 (3.26%) Telecoms
4 2 (2.17%) Advertising
4 2 (2.17%) Banking
4 2 (2.17%) Pharmaceutical
5 1 (1.09%) Financial Institution
5 1 (1.09%) General Ledger
5 1 (1.09%) Legal
5 1 (1.09%) Retail
5 1 (1.09%) Retail Banking
Job Titles
1 31 (33.70%) Developer
2 19 (20.65%) Analyst
3 18 (19.57%) Consultant
4 15 (16.30%) SQL Developer
5 12 (13.04%) SSIS Developer
6 11 (11.96%) Architect
7 9 (9.78%) Business Intelligence Developer
7 9 (9.78%) Data Analyst
8 8 (8.70%) Data Consultant
9 7 (7.61%) ETL Analyst
9 7 (7.61%) SSRS Developer
10 6 (6.52%) Data Architect
10 6 (6.52%) Data Migration Consultant
10 6 (6.52%) DBA
10 6 (6.52%) Integration Developer
10 6 (6.52%) Migration Consultant
10 6 (6.52%) Oracle Developer
11 5 (5.43%) Business Intelligence Analyst
11 5 (5.43%) ETL Developer
11 5 (5.43%) Technical Analyst
Libraries, Frameworks & Software Standards
1 12 (13.04%) XML
2 9 (9.78%) .NET
3 6 (6.52%) Web Services
4 5 (5.43%) ASP.NET
5 4 (4.35%) Velocity
6 3 (3.26%) MDX
7 2 (2.17%) EJB
7 2 (2.17%) J2EE
7 2 (2.17%) JSP
8 1 (1.09%) Ajax
8 1 (1.09%) AngularJS
8 1 (1.09%) CSS
8 1 (1.09%) CSS3
8 1 (1.09%) HTML
8 1 (1.09%) JSON
8 1 (1.09%) OAuth
8 1 (1.09%) SAML
8 1 (1.09%) SignalR
8 1 (1.09%) Twitter Bootstrap
8 1 (1.09%) WCF
Miscellaneous
1 8 (8.70%) Analytical Skills
2 2 (2.17%) Data Structures
2 2 (2.17%) Enterprise Software
2 2 (2.17%) Mainframe
2 2 (2.17%) Management Information System
3 1 (1.09%) Blog
3 1 (1.09%) Credit Risk
3 1 (1.09%) NHS
3 1 (1.09%) PKI
3 1 (1.09%) Reference Data
3 1 (1.09%) Replication
Operating Systems
1 3 (3.26%) Windows
1 3 (3.26%) Windows Server
Processes & Methodologies
1 31 (33.70%) Business Intelligence
2 29 (31.52%) CRM
3 27 (29.35%) Migration
4 24 (26.09%) ERP
5 21 (22.83%) Data Migration
6 14 (15.22%) Complex ETL
7 13 (14.13%) Data Modelling
8 12 (13.04%) Data Management
8 12 (13.04%) Multithreading
8 12 (13.04%) Security Management
9 11 (11.96%) MapReduce
10 10 (10.87%) Continuous Integration
10 10 (10.87%) TDD
10 10 (10.87%) Validation
10 10 (10.87%) Visualisation
11 9 (9.78%) Data Extraction
11 9 (9.78%) Master Data Management
12 8 (8.70%) Data Analysis
12 8 (8.70%) Data Integration
12 8 (8.70%) Data Visualisation
Programming Languages
1 49 (53.26%) SQL
2 14 (15.22%) Java
3 12 (13.04%) T-SQL
4 11 (11.96%) Scala
5 9 (9.78%) PL/SQL
6 8 (8.70%) C#
7 5 (5.43%) JavaScript
8 4 (4.35%) VBA
9 3 (3.26%) Shell Script
10 2 (2.17%) COBOL
11 1 (1.09%) Data Analysis Expressions (DAX)
11 1 (1.09%) Python
11 1 (1.09%) TypeScript
11 1 (1.09%) VB.NET
Qualifications
1 8 (8.70%) SC Cleared
1 8 (8.70%) Security Cleared
2 4 (4.35%) Degree
3 2 (2.17%) DV Cleared
4 1 (1.09%) MBA
Quality Assurance & Compliance
1 10 (10.87%) Data Quality
2 3 (3.26%) IFRS
2 3 (3.26%) IFRS 9
3 1 (1.09%) QA
3 1 (1.09%) SLA
System Software
1 10 (10.87%) HDFS
2 1 (1.09%) Active Directory
2 1 (1.09%) Apache Flume
Systems Management
1 10 (10.87%) Oozie
2 1 (1.09%) Kibana
2 1 (1.09%) logstash
Vendors
1 29 (31.52%) Oracle
2 26 (28.26%) Microsoft
3 14 (15.22%) Ab Initio
4 10 (10.87%) MicroStrategy
5 8 (8.70%) Cloudera
5 8 (8.70%) Hyperion
5 8 (8.70%) SAP
5 8 (8.70%) Tableau
6 6 (6.52%) Hortonworks
7 5 (5.43%) Salesforce.com
8 4 (4.35%) IBM
9 3 (3.26%) Callidus
9 3 (3.26%) hybris
9 3 (3.26%) Informatica
9 3 (3.26%) Teradata
10 2 (2.17%) Cognos
10 2 (2.17%) Marketo
10 2 (2.17%) ServiceNow
11 1 (1.09%) CA
11 1 (1.09%) Talend