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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 113 103 101
Rank change year-on-year
-10 -2
Permanent jobs citing ETL 102 128 133
As % of all permanent IT jobs located in Berkshire 2.28% 2.53% 2.40%
As % of the Processes & Methodologies category 2.63% 2.99% 2.98%
Number of salaries quoted 84 85 117
Median salary £53,750 £55,000 £50,000
Median salary % change year-on-year
-2.27% +10.00%
90% offered a salary of more than £37,500 £50,000 £39,900
10% offered a salary of more than £78,500 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
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
3885 4288 4462
As % of all permanent IT jobs located in Berkshire 86.82% 84.63% 80.37%
Number of salaries quoted 3088 3087 3171
Median salary £51,000 £53,500 £47,500
Median salary % change year-on-year
-4.67% +12.63%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £70,000 £70,000 £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 24 May 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 24 May 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 +8 31 £50,000 -9.09% 7
Slough +3 19 £65,000 +8.33% 1
Maidenhead - 14 £47,500 -
Bracknell -4 8 £69,250 -2.12%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 24 May 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.

1 162 (52.60%) Business Intelligence
2 160 (51.95%) SQL Server
3 153 (49.68%) SQL
4 133 (43.18%) Oracle
5 128 (41.56%) Data Warehouse
6 97 (31.49%) Agile Software Development
7 96 (31.17%) Finance
8 71 (23.05%) SQL Server Integration Services
9 63 (20.45%) Data Modelling
10 61 (19.81%) SOA
10 61 (19.81%) ITIL
11 59 (19.16%) BusinessObjects
12 56 (18.18%) XML
13 55 (17.86%) Middleware
14 54 (17.53%) Microsoft
15 50 (16.23%) IBM
15 50 (16.23%) T-SQL
15 50 (16.23%) SQL Server Reporting Services
16 49 (15.91%) Analytical Skills
17 47 (15.26%) Cognos
17 47 (15.26%) DataStage
18 43 (13.96%) C#
18 43 (13.96%) JavaScript
18 43 (13.96%) SAP
18 43 (13.96%) WebSphere
19 42 (13.64%) .NET
19 42 (13.64%) WebSphere MQ
19 42 (13.64%) Big Data
20 41 (13.31%) Telecoms
20 41 (13.31%) ASP.NET

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 43 (13.96%) WebSphere
2 20 (6.49%) IIS
3 19 (6.17%) Tomcat
4 9 (2.92%) CMS
5 5 (1.62%) Apache Pig
5 5 (1.62%) Apache Spark
5 5 (1.62%) Elasticsearch
6 2 (0.65%) SharePoint
Applications
1 32 (10.39%) MS Excel
2 2 (0.65%) MS Office
Business Applications
1 6 (1.95%) BusinessWare
2 2 (0.65%) Eloqua
Cloud Services
1 10 (3.25%) SaaS
2 6 (1.95%) Microsoft Azure
3 2 (0.65%) Oracle CX
4 1 (0.32%) Office 365
Communications & Networking
1 11 (3.57%) S/MIME
1 11 (3.57%) SSL
2 1 (0.32%) DNS
2 1 (0.32%) FTP
2 1 (0.32%) NFC
2 1 (0.32%) RFID
Database & Business Intelligence
1 160 (51.95%) SQL Server
2 128 (41.56%) Data Warehouse
3 71 (23.05%) SQL Server Integration Services
4 59 (19.16%) BusinessObjects
5 50 (16.23%) SQL Server Reporting Services
6 47 (15.26%) DataStage
7 42 (13.64%) Big Data
8 40 (12.99%) SQL Server 2008
9 38 (12.34%) SQL Server Analysis Services
10 30 (9.74%) SAP BW
11 29 (9.42%) Relational Database
12 27 (8.77%) Oracle Database
13 18 (5.84%) QlikView
14 17 (5.52%) MySQL
14 17 (5.52%) RDBMS
15 16 (5.19%) Data Mining
15 16 (5.19%) SQL Server 2012
16 14 (4.55%) Hadoop
16 14 (4.55%) NoSQL
17 10 (3.25%) Star Schema
Development Applications
1 26 (8.44%) Toad
2 8 (2.60%) Team Foundation Server
2 8 (2.60%) Visual Studio
3 6 (1.95%) ERwin
4 5 (1.62%) JIRA
5 2 (0.65%) Talend Open Studio
General
1 96 (31.17%) Finance
2 41 (13.31%) Telecoms
3 21 (6.82%) Banking
4 20 (6.49%) Retail
5 14 (4.55%) Automotive
6 10 (3.25%) Billing
6 10 (3.25%) Marketing
7 9 (2.92%) Publishing
8 8 (2.60%) Legal
9 7 (2.27%) Pharmaceutical
10 5 (1.62%) Advertising
10 5 (1.62%) Financial Institution
11 1 (0.32%) Games
11 1 (0.32%) Law
Job Titles
1 94 (30.52%) Developer
2 68 (22.08%) Analyst
3 45 (14.61%) Architect
4 42 (13.64%) SSIS Developer
5 40 (12.99%) Applications Support
6 36 (11.69%) ETL Developer
7 31 (10.06%) Business Intelligence Developer
7 31 (10.06%) Business Intelligence Manager
8 30 (9.74%) SQL Developer
9 27 (8.77%) Data Warehouse Developer
10 26 (8.44%) Business Intelligence Architect
11 24 (7.79%) Support Analyst
12 20 (6.49%) Data Architect
13 19 (6.17%) Applications Support Analyst
14 18 (5.84%) Development Manager
14 18 (5.84%) SAP Manager
15 17 (5.52%) Business Analyst
15 17 (5.52%) Business Manager
15 17 (5.52%) Data Analyst
15 17 (5.52%) DBA
Libraries, Frameworks & Software Standards
1 56 (18.18%) XML
2 55 (17.86%) Middleware
3 42 (13.64%) .NET
3 42 (13.64%) WebSphere MQ
4 41 (13.31%) ASP.NET
5 38 (12.34%) ASP.NET MVC
5 38 (12.34%) ASP.NET MVC 5
5 38 (12.34%) ASP.NET Web Forms
6 37 (12.01%) ASP.NET MVC 4
7 18 (5.84%) MDX
8 10 (3.25%) Oracle Fusion
9 9 (2.92%) Oracle GoldenGate
9 9 (2.92%) REST
10 5 (1.62%) CSS
10 5 (1.62%) J2EE
10 5 (1.62%) Kafka
11 4 (1.30%) Web Services
12 3 (0.97%) JSON
13 2 (0.65%) RESTful
13 2 (0.65%) SOAP
Miscellaneous
1 49 (15.91%) Analytical Skills
2 23 (7.47%) Management Information System
3 21 (6.82%) Data Integration
4 17 (5.52%) Visualisation
5 16 (5.19%) Enterprise Software
6 12 (3.90%) Data Extraction
7 11 (3.57%) Mobile App
8 10 (3.25%) Replication
8 10 (3.25%) Statistics
9 9 (2.92%) Clustering
9 9 (2.92%) Computer Science
10 7 (2.27%) Algorithms
10 7 (2.27%) Data Conversion
10 7 (2.27%) Data Structures
10 7 (2.27%) Public Cloud
11 6 (1.95%) SCADA
11 6 (1.95%) Smart Meter
12 4 (1.30%) AS400
12 4 (1.30%) iSeries
13 2 (0.65%) NHS
Operating Systems
1 7 (2.27%) Android
1 7 (2.27%) Apple iOS
2 6 (1.95%) AIX
2 6 (1.95%) Unix
2 6 (1.95%) Windows
3 5 (1.62%) Linux
4 1 (0.32%) Red Hat Enterprise Linux
4 1 (0.32%) Windows Server
Processes & Methodologies
1 162 (52.60%) Business Intelligence
2 97 (31.49%) Agile Software Development
3 63 (20.45%) Data Modelling
4 61 (19.81%) ITIL
4 61 (19.81%) SOA
5 41 (13.31%) UML
6 40 (12.99%) Waterfall
7 38 (12.34%) MVC
8 37 (12.01%) Migration
9 36 (11.69%) Stakeholder Management
10 35 (11.36%) ETL Development
11 34 (11.04%) Data Management
12 33 (10.71%) TOGAF
13 30 (9.74%) Analytics
13 30 (9.74%) Performance Tuning
14 29 (9.42%) Data Analysis
14 29 (9.42%) Scrum
15 28 (9.09%) Data Governance
16 26 (8.44%) Mentoring
17 22 (7.14%) User Stories
Programming Languages
1 153 (49.68%) SQL
2 50 (16.23%) T-SQL
3 43 (13.96%) C#
3 43 (13.96%) JavaScript
4 25 (8.12%) PL/SQL
5 17 (5.52%) Java
6 15 (4.87%) Python
7 6 (1.95%) R
8 5 (1.62%) Data Analysis Expressions (DAX)
8 5 (1.62%) Shell Script
9 4 (1.30%) PowerShell
10 3 (0.97%) Go
10 3 (0.97%) VB
11 2 (0.65%) C++
12 1 (0.32%) ABAP
12 1 (0.32%) SAPscript
12 1 (0.32%) VB.NET
12 1 (0.32%) VBA
Qualifications
1 40 (12.99%) Degree
2 19 (6.17%) Oracle Certification
3 13 (4.22%) ISEB
4 8 (2.60%) Security Cleared
5 4 (1.30%) Microsoft Certification
6 2 (0.65%) SC Cleared
Quality Assurance & Compliance
1 18 (5.84%) Data Quality
2 7 (2.27%) QA
3 3 (0.97%) PCI DSS
3 3 (0.97%) Sarbanes-Oxley
4 1 (0.32%) SLA
System Software
1 5 (1.62%) HDFS
2 1 (0.32%) Active Directory
2 1 (0.32%) Oracle RAC
Systems Management
1 5 (1.62%) Hadoop YARN
2 2 (0.65%) SCCM
3 1 (0.32%) Data Guard
3 1 (0.32%) MOM
3 1 (0.32%) Oracle Flashback
Vendors
1 133 (43.18%) Oracle
2 54 (17.53%) Microsoft
3 50 (16.23%) IBM
4 47 (15.26%) Cognos
5 43 (13.96%) SAP
6 35 (11.36%) Ab Initio
7 14 (4.55%) Teradata
7 14 (4.55%) webMethods
8 10 (3.25%) Casewise
8 10 (3.25%) MicroStrategy
9 9 (2.92%) Sybase
10 8 (2.60%) Tableau
11 7 (2.27%) Software AG
11 7 (2.27%) Splunk
12 6 (1.95%) Cognizant
12 6 (1.95%) ESRI
12 6 (1.95%) Vitria
13 5 (1.62%) Informatica
14 3 (0.97%) HP
14 3 (0.97%) Salesforce.com
Berkshire
Harvey Nash plc
Salary: £80000 - £85000 per annum + Comprehensive Package + 10% Bonus
Posted: Yesterday
Reading, Berkshire
Bentley Whitaker
Salary: From £35,000 to £45,000 per annum +bonus(10%) & Bens (Pension,health).
Posted: Yesterday
Slough, Berkshire
The People Network
Salary: £70000 - £75000 per annum + 10% Bonus, Car, Pension
Posted: Yesterday
Wokingham, Berkshire
Skilliantech Limited
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
Reading, Berkshire
EasyWebRecruitment.com
Salary: up to £50K + benefits
Posted: 5 days ago
Reading, Berkshire
Venturi
Salary: £45000 - £55000.00 per annum + 30% bonus + full bens
Posted: 6 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: 7 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: 11 days ago
Reading
Lawrence Harvey
Salary: £5500.00 - £60000.00 per annum + Bonus and benefits
Posted: 20 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 27 days ago