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 22 June 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 / Berkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 82 86 75
Rank change year-on-year +4 -11  
Contract jobs citing ETL 21 34 42
As % of all contract IT jobs advertised in Berkshire 1.15% 1.43% 1.70%
As % of the Processes & Methodologies category 1.42% 1.79% 2.16%
Number of daily rates quoted 11 18 32
Median daily rate £363 £406 £400
Median daily rate % change year-on-year -10.76% +1.56%  
90% offered a daily rate of more than £313 £300 £225
10% offered a daily rate of more than £490 £479 £640
UK excluding London median daily rate £419 £403 £400
% change year-on-year +4.03% +0.62%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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 1484 1899 1945
As % of all contract IT job vacancies advertised in Berkshire 81.23% 79.72% 78.65%
Number of daily rates quoted 705 1043 976
Median daily rate £425 £400 £398
Median daily rate % change year-on-year +6.25% +0.62%  
90% offered a daily rate of more than £300 £250 £245
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 59 72 72
Median hourly rate £18.00 £19.06 £21.55
Median hourly rate % change year-on-year -5.53% -11.57%  
90% offered a hourly rate of more than £12.00 £12.00 £13.25
10% offered a hourly rate of more than £37.50 £32.00 £39.30
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

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 22 June 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 contractor hourly rates quoted in IT 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 22 June 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 +18 9 £363 -14.70% 2
Bracknell +10 2 - -
Maidenhead -3 2 - - 2
Slough -3 1 - - 1
Newbury - 1 £313 -
ETL
South East

For the 6 months to 22 June 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 37 (56.06%) SQL
2 30 (45.45%) SQL Server
3 27 (40.91%) SQL Server Integration Services
4 23 (34.85%) Finance
5 21 (31.82%) Migration
6 20 (30.30%) CRM
6 20 (30.30%) Data Warehouse
7 19 (28.79%) Oracle
7 19 (28.79%) Business Intelligence
8 18 (27.27%) Data Migration
9 17 (25.76%) SQL Server 2012
9 17 (25.76%) Microsoft
10 15 (22.73%) ERP
11 12 (18.18%) Relational Database
11 12 (18.18%) Analytical Skills
11 12 (18.18%) Microsoft Azure
11 12 (18.18%) Dynamics CRM
12 11 (16.67%) Big Data
12 11 (16.67%) Data Modelling
12 11 (16.67%) Data Management
13 10 (15.15%) Complex ETL
13 10 (15.15%) Hadoop
14 9 (13.64%) Validation
14 9 (13.64%) Microsoft Excel
14 9 (13.64%) DB2
15 8 (12.12%) PL/SQL
15 8 (12.12%) T-SQL
15 8 (12.12%) PaaS
15 8 (12.12%) Data Integration
15 8 (12.12%) Degree

ETL
Co-occurring 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 6 (9.09%) SharePoint
2 4 (6.06%) Apache Spark
2 4 (6.06%) Oracle SOA Suite
3 3 (4.55%) Confluence
4 2 (3.03%) SAS
Applications
1 9 (13.64%) Microsoft Excel
2 2 (3.03%) Spreadsheet
3 1 (1.52%) Microsoft Project
Business Applications
1 12 (18.18%) Dynamics CRM
2 2 (3.03%) SAP Hybris
3 1 (1.52%) Eloqua
3 1 (1.52%) HFM
3 1 (1.52%) Hyperion Planning
3 1 (1.52%) NetSuite
3 1 (1.52%) Oracle ERP
Cloud Services
1 12 (18.18%) Microsoft Azure
2 8 (12.12%) IaaS
2 8 (12.12%) PaaS
3 1 (1.52%) Amazon AWS
3 1 (1.52%) CallidusCloud
3 1 (1.52%) Force.com
3 1 (1.52%) Salesforce Service Cloud
Communications & Networking
1 1 (1.52%) Kerberos
Database & Business Intelligence
1 30 (45.45%) SQL Server
2 27 (40.91%) SQL Server Integration Services
3 20 (30.30%) Data Warehouse
4 17 (25.76%) SQL Server 2012
5 12 (18.18%) Relational Database
6 11 (16.67%) Big Data
7 10 (15.15%) Hadoop
8 9 (13.64%) DB2
9 8 (12.12%) Oracle Database
10 6 (9.09%) Apache Hive
10 6 (9.09%) SQL Server Reporting Services
11 5 (7.58%) HBase
11 5 (7.58%) Impala
11 5 (7.58%) NoSQL
11 5 (7.58%) Power BI
11 5 (7.58%) Sqoop
12 4 (6.06%) BusinessObjects
13 3 (4.55%) OLAP
13 3 (4.55%) QlikView
13 3 (4.55%) SQL Server Analysis Services
Development Applications
1 3 (4.55%) JIRA
2 1 (1.52%) PowerDesigner
2 1 (1.52%) Talend Open Studio
2 1 (1.52%) Toad
General
1 23 (34.85%) Finance
2 7 (10.61%) Marketing
3 3 (4.55%) Telecoms
4 2 (3.03%) Banking
4 2 (3.03%) Legal
5 1 (1.52%) Advertising
5 1 (1.52%) Billing
5 1 (1.52%) General Ledger
5 1 (1.52%) Pharmaceutical
5 1 (1.52%) Retail
5 1 (1.52%) Retail Banking
Job Titles
1 26 (39.39%) Developer
2 15 (22.73%) SQL Developer
3 14 (21.21%) Analyst
4 9 (13.64%) SSIS Developer
5 8 (12.12%) Consultant
6 6 (9.09%) Business Intelligence Developer
6 6 (9.09%) ETL Developer
6 6 (9.09%) Oracle Developer
6 6 (9.09%) SQL Server Developer
7 5 (7.58%) Architect
7 5 (7.58%) Integration Developer
7 5 (7.58%) PL/SQL Developer
7 5 (7.58%) Technical Analyst
8 4 (6.06%) Business Analyst
8 4 (6.06%) Data Migration Consultant
8 4 (6.06%) Data Warehouse Developer
8 4 (6.06%) Migration Consultant
8 4 (6.06%) Programmer
8 4 (6.06%) SQL BI Developer
8 4 (6.06%) SSRS Developer
Libraries, Frameworks & Software Standards
1 7 (10.61%) XML
2 6 (9.09%) .NET
3 5 (7.58%) Web Services
4 4 (6.06%) ASP.NET
5 2 (3.03%) MDX
6 1 (1.52%) J2EE
6 1 (1.52%) JSON
6 1 (1.52%) Middleware
6 1 (1.52%) Velocity
6 1 (1.52%) WCF
6 1 (1.52%) XML Schema
6 1 (1.52%) XSD
Miscellaneous
1 12 (18.18%) Analytical Skills
2 3 (4.55%) Mainframe
3 2 (3.03%) Data Structures
3 2 (3.03%) Management Information System
4 1 (1.52%) Credit Risk
4 1 (1.52%) IVR
4 1 (1.52%) N-Tier
4 1 (1.52%) Replication
Operating Systems
1 1 (1.52%) Unix
Processes & Methodologies
1 21 (31.82%) Migration
2 20 (30.30%) CRM
3 19 (28.79%) Business Intelligence
4 18 (27.27%) Data Migration
5 15 (22.73%) ERP
6 11 (16.67%) Data Management
6 11 (16.67%) Data Modelling
7 10 (15.15%) Complex ETL
8 9 (13.64%) Validation
9 8 (12.12%) Data Integration
9 8 (12.12%) Multithreading
9 8 (12.12%) SDLC
9 8 (12.12%) Visualisation
10 7 (10.61%) Data Analysis
11 6 (9.09%) Data Architecture
11 6 (9.09%) Data Visualisation
11 6 (9.09%) Security Management
12 5 (7.58%) Data Governance
12 5 (7.58%) MapReduce
12 5 (7.58%) Performance Tuning
Programming Languages
1 37 (56.06%) SQL
2 8 (12.12%) PL/SQL
2 8 (12.12%) T-SQL
3 6 (9.09%) Java
4 5 (7.58%) C#
4 5 (7.58%) Scala
5 4 (6.06%) JavaScript
6 3 (4.55%) COBOL
6 3 (4.55%) Shell Script
7 2 (3.03%) Data Analysis Expressions (DAX)
7 2 (3.03%) PowerShell
8 1 (1.52%) VBA
Qualifications
1 8 (12.12%) Degree
2 7 (10.61%) SC Cleared
2 7 (10.61%) Security Cleared
3 2 (3.03%) DV Cleared
4 1 (1.52%) ITIL Certification
4 1 (1.52%) MBA
Quality Assurance & Compliance
1 6 (9.09%) Data Quality
2 2 (3.03%) IFRS
2 2 (3.03%) IFRS 9
3 1 (1.52%) QA
System Software
1 4 (6.06%) HDFS
2 1 (1.52%) Apache Flume
Systems Management
1 4 (6.06%) Oozie
Vendors
1 19 (28.79%) Oracle
2 17 (25.76%) Microsoft
3 7 (10.61%) Ab Initio
3 7 (10.61%) IBM
3 7 (10.61%) SAP
4 5 (7.58%) Cloudera
4 5 (7.58%) Informatica
4 5 (7.58%) Teradata
5 4 (6.06%) Hortonworks
5 4 (6.06%) MicroStrategy
5 4 (6.06%) Salesforce.com
5 4 (6.06%) ServiceNow
5 4 (6.06%) Tableau
6 3 (4.55%) CA
6 3 (4.55%) hybris
7 2 (3.03%) Hyperion
8 1 (1.52%) Aprimo
8 1 (1.52%) Cisco
8 1 (1.52%) HP
8 1 (1.52%) Huawei
Reading
Vivid Resourcing
Posted: Yesterday