The table below looks at the statistics for ETL skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 100 93 126
Rank change year-on-year
-7 +33
Permanent jobs citing ETL 111 149 102
As % of all permanent IT jobs located in Berkshire 2.47% 2.91% 1.84%
As % of the Processes & Methodologies category 2.83% 3.42% 2.29%
Number of salaries quoted 94 109 91
Median salary £52,500 £55,000 £55,000
Median salary % change year-on-year
-4.54% -
90% offered a salary of more than £37,500 £40,000 £40,000
10% offered a salary of more than £80,000 £70,000 £71,750
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Berkshire region.

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3918 4362 4449
As % of all permanent IT jobs located in Berkshire 87.26% 85.26% 80.32%
Number of salaries quoted 3104 3177 3100
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £70,000 £70,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Berkshire

ETL
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Berkshire region.

ETL Salary Trend in Berkshire

ETL
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing ETL across the Berkshire region over the 3 months to 29 June 2016.

ETL Salary Histogram in Berkshire

ETL
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Berkshire region over the 3 months to 29 June 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +10 31 £52,500 -
Maidenhead - 14 £47,500 -
Slough -6 13 £72,500 +23.40% 3
Bracknell 0 10 £69,250 +89.72%
Wokingham -20 1 £57,500 +69.11%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 29 June 2016, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Berkshire region with a requirement for ETL.

1 142 (52.99%) Business Intelligence
2 130 (48.51%) SQL Server
3 115 (42.91%) Oracle
4 113 (42.16%) SQL
5 109 (40.67%) Data Warehouse
6 91 (33.96%) Agile Software Development
7 83 (30.97%) Finance
8 70 (26.12%) SOA
9 60 (22.39%) Data Modelling
9 60 (22.39%) ITIL
10 58 (21.64%) SQL Server Integration Services
11 53 (19.78%) BusinessObjects
12 49 (18.28%) Middleware
13 48 (17.91%) Cognos
14 46 (17.16%) XML
15 42 (15.67%) Telecoms
16 40 (14.93%) Microsoft
16 40 (14.93%) DataStage
17 39 (14.55%) T-SQL
17 39 (14.55%) SQL Server Reporting Services
18 38 (14.18%) Stakeholder Management
19 37 (13.81%) TOGAF
20 35 (13.06%) Ab Initio
20 35 (13.06%) SQL Server 2008
20 35 (13.06%) Big Data
20 35 (13.06%) Analytical Skills
21 34 (12.69%) Waterfall
21 34 (12.69%) Degree
21 34 (12.69%) JavaScript
21 34 (12.69%) SAP

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 33 (12.31%) WebSphere
2 12 (4.48%) IIS
2 12 (4.48%) Tomcat
3 9 (3.36%) CMS
4 5 (1.87%) Apache Pig
4 5 (1.87%) Apache Spark
4 5 (1.87%) Elasticsearch
5 4 (1.49%) SharePoint
6 1 (0.37%) Apache
6 1 (0.37%) JBoss
6 1 (0.37%) SAS
Applications
1 23 (8.58%) MS Excel
2 2 (0.75%) MS Office
Business Applications
1 2 (0.75%) BusinessWare
1 2 (0.75%) Cognos Business Intelligence
1 2 (0.75%) Eloqua
Cloud Services
1 11 (4.10%) SaaS
2 6 (2.24%) Microsoft Azure
3 2 (0.75%) Oracle CX
4 1 (0.37%) Office 365
Communications & Networking
1 6 (2.24%) S/MIME
1 6 (2.24%) SSL
2 1 (0.37%) DNS
2 1 (0.37%) FTP
2 1 (0.37%) NFC
2 1 (0.37%) RFID
Database & Business Intelligence
1 130 (48.51%) SQL Server
2 109 (40.67%) Data Warehouse
3 58 (21.64%) SQL Server Integration Services
4 53 (19.78%) BusinessObjects
5 40 (14.93%) DataStage
6 39 (14.55%) SQL Server Reporting Services
7 35 (13.06%) Big Data
7 35 (13.06%) SQL Server 2008
8 29 (10.82%) SQL Server Analysis Services
9 27 (10.07%) Relational Database
10 25 (9.33%) Oracle Database
11 22 (8.21%) SAP BW
12 19 (7.09%) DB2
13 18 (6.72%) SQL Server 2012
14 16 (5.97%) Data Mining
14 16 (5.97%) RDBMS
15 13 (4.85%) Oracle ODI
16 11 (4.10%) SQL Server 2014
17 10 (3.73%) Hadoop
17 10 (3.73%) NoSQL
Development Applications
1 11 (4.10%) Toad
2 6 (2.24%) ERwin
3 5 (1.87%) JIRA
4 3 (1.12%) Talend Open Studio
4 3 (1.12%) Team Foundation Server
4 3 (1.12%) Visual Studio
General
1 83 (30.97%) Finance
2 42 (15.67%) Telecoms
3 17 (6.34%) Retail
4 14 (5.22%) Banking
5 11 (4.10%) Legal
6 10 (3.73%) Billing
6 10 (3.73%) Marketing
7 9 (3.36%) Automotive
7 9 (3.36%) Publishing
8 6 (2.24%) Pharmaceutical
9 5 (1.87%) Financial Institution
10 1 (0.37%) Advertising
10 1 (0.37%) Games
10 1 (0.37%) Law
Job Titles
1 60 (22.39%) Developer
2 52 (19.40%) Analyst
3 51 (19.03%) Architect
4 30 (11.19%) Applications Support
5 29 (10.82%) SSIS Developer
6 28 (10.45%) Business Intelligence Architect
7 27 (10.07%) Business Intelligence Manager
8 25 (9.33%) Business Intelligence Developer
8 25 (9.33%) ETL Developer
9 18 (6.72%) Data Warehouse Developer
10 17 (6.34%) Business Analyst
11 16 (5.97%) DBA
11 16 (5.97%) SQL Developer
12 15 (5.60%) Data Architect
12 15 (5.60%) Data Manager
12 15 (5.60%) Development Manager
12 15 (5.60%) SAP Manager
12 15 (5.60%) SSAS Developer
13 14 (5.22%) Data Integration Manager
13 14 (5.22%) SSRS Developer
Libraries, Frameworks & Software Standards
1 49 (18.28%) Middleware
2 46 (17.16%) XML
3 33 (12.31%) .NET
4 32 (11.94%) WebSphere MQ
5 31 (11.57%) ASP.NET
5 31 (11.57%) ASP.NET MVC
5 31 (11.57%) ASP.NET MVC 4
5 31 (11.57%) ASP.NET MVC 5
5 31 (11.57%) ASP.NET Web Forms
6 14 (5.22%) Oracle Fusion
7 13 (4.85%) Oracle GoldenGate
8 12 (4.48%) MDX
9 10 (3.73%) REST
10 6 (2.24%) J2EE
11 5 (1.87%) Kafka
11 5 (1.87%) Web Services
12 3 (1.12%) CSS
12 3 (1.12%) JSON
12 3 (1.12%) SOAP
13 2 (0.75%) RESTful
Miscellaneous
1 35 (13.06%) Analytical Skills
2 17 (6.34%) Management Information System
3 16 (5.97%) Data Integration
4 11 (4.10%) Mobile App
5 10 (3.73%) Data Extraction
5 10 (3.73%) Replication
6 9 (3.36%) Clustering
6 9 (3.36%) Statistics
7 8 (2.99%) Computer Science
7 8 (2.99%) Enterprise Software
8 7 (2.61%) Data Structures
8 7 (2.61%) Visualisation
9 6 (2.24%) SCADA
9 6 (2.24%) Smart Meter
10 4 (1.49%) IBM Mainframe
10 4 (1.49%) Mainframe
11 2 (0.75%) AS400
11 2 (0.75%) iSeries
11 2 (0.75%) NHS
11 2 (0.75%) Reference Data
Operating Systems
1 7 (2.61%) Linux
1 7 (2.61%) Unix
1 7 (2.61%) Windows
2 2 (0.75%) AIX
2 2 (0.75%) Android
2 2 (0.75%) Apple iOS
3 1 (0.37%) Red Hat Enterprise Linux
3 1 (0.37%) Windows Server
Processes & Methodologies
1 142 (52.99%) Business Intelligence
2 91 (33.96%) Agile Software Development
3 70 (26.12%) SOA
4 60 (22.39%) Data Modelling
4 60 (22.39%) ITIL
5 38 (14.18%) Stakeholder Management
6 37 (13.81%) TOGAF
7 34 (12.69%) Waterfall
8 32 (11.94%) Data Management
9 31 (11.57%) MVC
9 31 (11.57%) UML
10 30 (11.19%) Performance Tuning
11 28 (10.45%) Scrum
12 26 (9.70%) Data Analysis
13 25 (9.33%) Migration
14 23 (8.58%) Data Governance
14 23 (8.58%) Mentoring
15 22 (8.21%) Analytics
15 22 (8.21%) User Stories
16 21 (7.84%) ETL Development
Programming Languages
1 113 (42.16%) SQL
2 39 (14.55%) T-SQL
3 34 (12.69%) JavaScript
4 33 (12.31%) C#
5 23 (8.58%) PL/SQL
6 13 (4.85%) Java
7 12 (4.48%) Python
8 6 (2.24%) R
9 5 (1.87%) Data Analysis Expressions (DAX)
9 5 (1.87%) Shell Script
10 4 (1.49%) PowerShell
11 2 (0.75%) C++
11 2 (0.75%) Go
11 2 (0.75%) VB.NET
12 1 (0.37%) ABAP
12 1 (0.37%) SAPscript
12 1 (0.37%) VBA
Qualifications
1 34 (12.69%) Degree
2 14 (5.22%) Oracle Certification
3 11 (4.10%) ISEB
4 4 (1.49%) Security Cleared
5 1 (0.37%) PMI Certification
Quality Assurance & Compliance
1 27 (10.07%) Data Quality
2 9 (3.36%) QA
3 3 (1.12%) PCI DSS
3 3 (1.12%) Sarbanes-Oxley
System Software
1 5 (1.87%) HDFS
2 1 (0.37%) Active Directory
2 1 (0.37%) Oracle RAC
Systems Management
1 5 (1.87%) Hadoop YARN
2 2 (0.75%) SCCM
3 1 (0.37%) Data Guard
3 1 (0.37%) Jitterbit
3 1 (0.37%) MOM
3 1 (0.37%) Oracle Flashback
Vendors
1 115 (42.91%) Oracle
2 48 (17.91%) Cognos
3 40 (14.93%) Microsoft
4 35 (13.06%) Ab Initio
5 34 (12.69%) IBM
5 34 (12.69%) SAP
6 14 (5.22%) Casewise
6 14 (5.22%) Teradata
6 14 (5.22%) webMethods
7 9 (3.36%) Software AG
8 8 (2.99%) MicroStrategy
9 7 (2.61%) Informatica
9 7 (2.61%) Salesforce.com
10 6 (2.24%) Cognizant
10 6 (2.24%) ESRI
11 5 (1.87%) Sybase
11 5 (1.87%) Tableau
12 3 (1.12%) Citrix
12 3 (1.12%) HP
12 3 (1.12%) Talend
Slough, Berkshire
X4 Group
Salary: £45k - 55k per year
Posted: 2 hours ago
Slough, Berkshire
Venturi
Salary: £45000 - £50000 per annum + benefits
Posted: 2 days ago
Berkshire
McGregor Boyall
Salary: £40000 - £60000 per annum
Posted: 5 days ago
Berkshire
Computer Futures
Salary: competitive
Posted: 9 days ago