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

3 months to
2 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 115 109 100
Rank change year-on-year
-6 -9
Permanent jobs citing ETL 103 129 142
As % of all permanent IT jobs located in Berkshire 2.12% 2.34% 2.45%
As % of the Processes & Methodologies category 2.48% 2.76% 3.04%
Number of salaries quoted 81 88 122
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year
- +10.00%
90% offered a salary of more than £37,500 £45,000 £37,500
10% offered a salary of more than £69,250 £70,000 £64,000
UK excluding London median salary £45,000 £45,000 £45,000
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
4156 4668 4672
As % of all permanent IT jobs located in Berkshire 85.58% 84.50% 80.59%
Number of salaries quoted 3364 3310 3344
Median salary £51,500 £52,500 £47,500
Median salary % change year-on-year
-1.90% +10.52%
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 2 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 2 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 +16 33 £45,000 -18.18% 3
Slough +11 23 £65,000 +8.33% 1
Maidenhead - 11 £47,500 - 2
Bracknell -10 8 £69,250 -2.12%
Windsor - 1 £57,500 -
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 2 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.

1 186 (55.19%) SQL Server
2 184 (54.60%) SQL
3 165 (48.96%) Business Intelligence
4 143 (42.43%) Oracle
5 130 (38.58%) Data Warehouse
6 101 (29.97%) Finance
7 95 (28.19%) Agile Software Development
8 87 (25.82%) SQL Server Integration Services
9 68 (20.18%) Data Modelling
9 68 (20.18%) Microsoft
10 65 (19.29%) XML
11 63 (18.69%) Middleware
12 62 (18.40%) ITIL
12 62 (18.40%) T-SQL
13 61 (18.10%) IBM
14 60 (17.80%) SOA
14 60 (17.80%) Analytical Skills
15 59 (17.51%) SQL Server Reporting Services
16 56 (16.62%) C#
17 55 (16.32%) JavaScript
17 55 (16.32%) .NET
18 54 (16.02%) WebSphere
19 53 (15.73%) SQL Server 2008
19 53 (15.73%) ASP.NET
19 53 (15.73%) UML
19 53 (15.73%) WebSphere MQ
20 50 (14.84%) SQL Server Analysis Services
21 49 (14.54%) BusinessObjects
22 47 (13.95%) Waterfall
23 46 (13.65%) ASP.NET MVC

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 54 (16.02%) WebSphere
2 26 (7.72%) IIS
3 25 (7.42%) Tomcat
4 7 (2.08%) CMS
5 3 (0.89%) Apache Pig
5 3 (0.89%) Apache Spark
5 3 (0.89%) Elasticsearch
6 1 (0.30%) SharePoint
Applications
1 36 (10.68%) MS Excel
Business Applications
1 12 (3.56%) BusinessWare
2 2 (0.59%) Eloqua
3 1 (0.30%) Dynamics AX
3 1 (0.30%) Dynamics CRM
Cloud Services
1 7 (2.08%) SaaS
2 6 (1.78%) Microsoft Azure
3 2 (0.59%) Oracle CX
4 1 (0.30%) Office 365
Communications & Networking
1 17 (5.04%) S/MIME
1 17 (5.04%) SSL
2 1 (0.30%) DNS
2 1 (0.30%) FTP
2 1 (0.30%) NFC
2 1 (0.30%) RFID
Database & Business Intelligence
1 186 (55.19%) SQL Server
2 130 (38.58%) Data Warehouse
3 87 (25.82%) SQL Server Integration Services
4 59 (17.51%) SQL Server Reporting Services
5 53 (15.73%) SQL Server 2008
6 50 (14.84%) SQL Server Analysis Services
7 49 (14.54%) BusinessObjects
8 46 (13.65%) DataStage
9 43 (12.76%) Big Data
10 29 (8.61%) SAP BW
11 26 (7.72%) Oracle Database
12 25 (7.42%) Relational Database
13 24 (7.12%) MySQL
14 20 (5.93%) QlikView
15 19 (5.64%) SQL Server 2012
16 18 (5.34%) NoSQL
17 16 (4.75%) Hadoop
18 15 (4.45%) RDBMS
19 13 (3.86%) Data Mining
19 13 (3.86%) Microsoft Analysis Services
Development Applications
1 33 (9.79%) Toad
2 9 (2.67%) Team Foundation Server
2 9 (2.67%) Visual Studio
3 6 (1.78%) ERwin
4 3 (0.89%) JIRA
4 3 (0.89%) Talend Open Studio
General
1 101 (29.97%) Finance
2 40 (11.87%) Telecoms
3 24 (7.12%) Banking
4 22 (6.53%) Retail
5 16 (4.75%) Automotive
6 9 (2.67%) Pharmaceutical
7 8 (2.37%) Billing
7 8 (2.37%) Marketing
8 7 (2.08%) Publishing
9 6 (1.78%) Advertising
10 5 (1.48%) Financial Institution
10 5 (1.48%) Legal
11 1 (0.30%) Games
11 1 (0.30%) Law
Job Titles
1 112 (33.23%) Developer
2 84 (24.93%) Analyst
3 52 (15.43%) Applications Support
4 46 (13.65%) SSIS Developer
5 44 (13.06%) ETL Developer
6 43 (12.76%) Architect
7 39 (11.57%) Support Analyst
8 35 (10.39%) SQL Developer
9 31 (9.20%) Data Warehouse Developer
10 30 (8.90%) Business Intelligence Developer
11 28 (8.31%) Applications Support Analyst
12 27 (8.01%) Business Intelligence Manager
13 25 (7.42%) Business Intelligence Architect
14 24 (7.12%) Data Architect
14 24 (7.12%) DBA
15 22 (6.53%) Data Analyst
16 20 (5.93%) Analyst Developer
17 18 (5.34%) Development Manager
17 18 (5.34%) SSAS Developer
18 17 (5.04%) SAP Development Manager
Libraries, Frameworks & Software Standards
1 65 (19.29%) XML
2 63 (18.69%) Middleware
3 55 (16.32%) .NET
4 53 (15.73%) ASP.NET
4 53 (15.73%) WebSphere MQ
5 46 (13.65%) ASP.NET MVC
5 46 (13.65%) ASP.NET MVC 5
5 46 (13.65%) ASP.NET Web Forms
6 41 (12.17%) ASP.NET MVC 4
7 23 (6.82%) MDX
8 8 (2.37%) CSS
9 7 (2.08%) Oracle Fusion
9 7 (2.08%) REST
10 6 (1.78%) Oracle GoldenGate
11 3 (0.89%) J2EE
11 3 (0.89%) JSON
11 3 (0.89%) Kafka
11 3 (0.89%) Web Services
12 2 (0.59%) RESTful
12 2 (0.59%) SOAP
Miscellaneous
1 60 (17.80%) Analytical Skills
2 31 (9.20%) Data Integration
3 25 (7.42%) Management Information System
4 23 (6.82%) Visualisation
5 22 (6.53%) Enterprise Software
6 14 (4.15%) Data Extraction
7 11 (3.26%) Algorithms
7 11 (3.26%) Data Conversion
7 11 (3.26%) Mobile App
7 11 (3.26%) Public Cloud
8 10 (2.97%) Computer Science
8 10 (2.97%) Replication
9 9 (2.67%) Clustering
10 8 (2.37%) Data Structures
10 8 (2.37%) Statistics
11 6 (1.78%) AS400
11 6 (1.78%) iSeries
11 6 (1.78%) SCADA
11 6 (1.78%) Smart Meter
12 4 (1.19%) Informatics
Operating Systems
1 12 (3.56%) AIX
2 11 (3.26%) Android
2 11 (3.26%) Apple iOS
3 4 (1.19%) Linux
3 4 (1.19%) Unix
3 4 (1.19%) Windows
4 1 (0.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 165 (48.96%) Business Intelligence
2 95 (28.19%) Agile Software Development
3 68 (20.18%) Data Modelling
4 62 (18.40%) ITIL
5 60 (17.80%) SOA
6 53 (15.73%) UML
7 47 (13.95%) Waterfall
8 46 (13.65%) MVC
9 43 (12.76%) Migration
10 39 (11.57%) ETL Development
11 36 (10.68%) Data Management
12 35 (10.39%) Analytics
13 31 (9.20%) Stakeholder Management
14 30 (8.90%) Data Governance
14 30 (8.90%) Performance Tuning
14 30 (8.90%) Root Cause Analysis
15 28 (8.31%) Release Management
16 27 (8.01%) Data Analysis
16 27 (8.01%) TOGAF
17 25 (7.42%) Scrum
Programming Languages
1 184 (54.60%) SQL
2 62 (18.40%) T-SQL
3 56 (16.62%) C#
4 55 (16.32%) JavaScript
5 26 (7.72%) PL/SQL
6 21 (6.23%) Java
7 15 (4.45%) Python
8 7 (2.08%) VB
9 6 (1.78%) R
10 5 (1.48%) Data Analysis Expressions (DAX)
11 4 (1.19%) PowerShell
12 3 (0.89%) Go
12 3 (0.89%) Shell Script
13 2 (0.59%) C++
14 1 (0.30%) VB.NET
14 1 (0.30%) VBA
Qualifications
1 41 (12.17%) Degree
2 21 (6.23%) Oracle Certification
3 12 (3.56%) ISEB
4 8 (2.37%) Security Cleared
5 5 (1.48%) Microsoft Certification
6 2 (0.59%) SC Cleared
Quality Assurance & Compliance
1 11 (3.26%) Data Quality
2 5 (1.48%) QA
3 3 (0.89%) PCI DSS
3 3 (0.89%) Sarbanes-Oxley
4 2 (0.59%) SLA
System Software
1 3 (0.89%) HDFS
2 1 (0.30%) Active Directory
2 1 (0.30%) Oracle RAC
Systems Management
1 3 (0.89%) Hadoop YARN
2 1 (0.30%) Data Guard
2 1 (0.30%) MOM
2 1 (0.30%) Oracle Flashback
2 1 (0.30%) SCCM
Vendors
1 143 (42.43%) Oracle
2 68 (20.18%) Microsoft
3 61 (18.10%) IBM
4 42 (12.46%) Cognos
5 41 (12.17%) SAP
6 38 (11.28%) Ab Initio
7 17 (5.04%) webMethods
8 14 (4.15%) Teradata
9 12 (3.56%) Sybase
9 12 (3.56%) Vitria
10 11 (3.26%) Splunk
11 10 (2.97%) MicroStrategy
11 10 (2.97%) Tableau
12 7 (2.08%) Casewise
13 6 (1.78%) Cognizant
13 6 (1.78%) ESRI
14 5 (1.48%) Software AG
15 4 (1.19%) Informatica
16 3 (0.89%) Talend
17 2 (0.59%) Siebel
Berkshire
Venturi
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 5 days ago
Berkshire
Harvey Nash plc
Salary: £75000 - £82000 per annum + Comprehensive Package + 10% Bonus
Posted: 6 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: 13 days ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Excellent salary and benefits
Posted: 17 days ago
Maidenhead
Nigel Frank International Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 19 days ago