The table below looks at the statistics for ETL skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 83 105 110
Rank change year-on-year
+22 +5
Permanent jobs citing ETL 92 68 84
As % of all permanent IT jobs located in Leeds 3.06% 2.08% 2.27%
As % of the Processes & Methodologies category 3.35% 2.34% 2.55%
Number of salaries quoted 69 56 76
Median salary £40,000 £43,596 £40,500
Median salary % change year-on-year
-8.24% +7.64%
90% offered a salary of more than £34,000 £34,250 £31,500
10% offered a salary of more than £55,000 £65,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
West Yorkshire

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

Processes & Methodologies Category
Leeds
Permanent IT job ads with a match in the
Processes & Methodologies category
2743 2901 3294
As % of all permanent IT jobs located in Leeds 91.19% 88.74% 88.98%
Number of salaries quoted 2200 2241 2663
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Leeds

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

ETL Jobs Demand Trend in Leeds

ETL
Salary Trend in Leeds

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

ETL Salary Trend in Leeds

ETL
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing ETL across the Leeds region over the 3 months to 28 May 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 28 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 Leeds region with a requirement for ETL.

1 195 (70.65%) SQL Server
2 183 (66.30%) SQL
3 153 (55.43%) Data Warehouse
4 150 (54.35%) Business Intelligence
5 143 (51.81%) SQL Server Integration Services
6 113 (40.94%) SQL Server 2012
7 99 (35.87%) Microsoft
8 94 (34.06%) Agile Software Development
8 94 (34.06%) SQL Server Reporting Services
9 84 (30.43%) SQL Server Analysis Services
10 74 (26.81%) MS Excel
11 73 (26.45%) T-SQL
12 66 (23.91%) Big Data
13 63 (22.83%) SQL Server 2014
14 56 (20.29%) .NET
15 55 (19.93%) Analytical Skills
16 54 (19.57%) Hadoop
17 52 (18.84%) Oracle
18 46 (16.67%) Migration
19 42 (15.22%) SQL Server 2008
20 41 (14.86%) Data Quality
21 40 (14.49%) Finance
21 40 (14.49%) C#
21 40 (14.49%) Data Modelling
22 39 (14.13%) SQL Server 2005
23 38 (13.77%) OLAP
24 37 (13.41%) BusinessObjects
25 35 (12.68%) Kimball Methodology
26 34 (12.32%) E-Commerce
26 34 (12.32%) Data Management

ETL
Top Related IT Skills in Leeds 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 13 (4.71%) SharePoint
2 11 (3.99%) Apache Pig
3 10 (3.62%) Apache Spark
4 7 (2.54%) Node.js
5 6 (2.17%) CMS
6 5 (1.81%) SAS
Applications
1 74 (26.81%) MS Excel
2 7 (2.54%) MS Office
3 4 (1.45%) MS Visio
Business Applications
1 6 (2.17%) Lorenzo
2 3 (1.09%) Dynamics CRM
3 2 (0.72%) Oracle Retail
Cloud Services
1 33 (11.96%) Microsoft Azure
2 7 (2.54%) GitHub
2 7 (2.54%) PaaS
Database & Business Intelligence
1 195 (70.65%) SQL Server
2 153 (55.43%) Data Warehouse
3 143 (51.81%) SQL Server Integration Services
4 113 (40.94%) SQL Server 2012
5 94 (34.06%) SQL Server Reporting Services
6 84 (30.43%) SQL Server Analysis Services
7 66 (23.91%) Big Data
8 63 (22.83%) SQL Server 2014
9 54 (19.57%) Hadoop
10 42 (15.22%) SQL Server 2008
11 39 (14.13%) SQL Server 2005
12 38 (13.77%) OLAP
13 37 (13.41%) BusinessObjects
14 24 (8.70%) OLAP Cube
15 23 (8.33%) NoSQL
16 18 (6.52%) SQL Server 2016
16 18 (6.52%) SSDT
17 17 (6.16%) Power BI
17 17 (6.16%) Relational Database
18 16 (5.80%) Pentaho
Development Applications
1 17 (6.16%) Talend Open Studio
2 14 (5.07%) Visual Studio
3 13 (4.71%) Octopus Deploy
4 10 (3.62%) Oracle APEX
5 9 (3.26%) tSQLt
6 7 (2.54%) Jenkins
6 7 (2.54%) Team Foundation Server
7 2 (0.72%) ERwin
8 1 (0.36%) SQL Server Management Studio (SSMS)
General
1 40 (14.49%) Finance
2 25 (9.06%) Marketing
3 9 (3.26%) Retail
4 5 (1.81%) Advertising
5 4 (1.45%) Automotive
6 2 (0.72%) Back Office
7 1 (0.36%) Banking
7 1 (0.36%) Billing
7 1 (0.36%) Games
7 1 (0.36%) Telecoms
Job Titles
1 142 (51.45%) Developer
2 80 (28.99%) SQL Developer
3 63 (22.83%) SQL Server Developer
4 59 (21.38%) Business Intelligence Developer
5 37 (13.41%) SQL BI Developer
6 35 (12.68%) Architect
7 34 (12.32%) SSIS Developer
8 31 (11.23%) ETL Developer
8 31 (11.23%) SQL Server BI Developer
9 30 (10.87%) Analyst
10 26 (9.42%) Data Architect
10 26 (9.42%) SSAS Developer
11 23 (8.33%) Business Developer
11 23 (8.33%) DBA
12 20 (7.25%) ETL Architect
13 18 (6.52%) Data Warehouse Architect
13 18 (6.52%) SQL DBA
14 15 (5.43%) Data Analyst
15 14 (5.07%) Consultant
15 14 (5.07%) Database Developer
Libraries, Frameworks & Software Standards
1 56 (20.29%) .NET
2 17 (6.16%) Web Services
2 17 (6.16%) XML
3 12 (4.35%) ASP.NET Web API
3 12 (4.35%) WCF
4 11 (3.99%) Kafka
5 9 (3.26%) Middleware
5 9 (3.26%) Velocity
6 7 (2.54%) Spring XD
7 6 (2.17%) CakePHP
8 5 (1.81%) ASP.NET
9 4 (1.45%) ODBC
10 3 (1.09%) JSON
10 3 (1.09%) RESTful
10 3 (1.09%) SOAP
11 2 (0.72%) Oracle Fusion
Miscellaneous
1 55 (19.93%) Analytical Skills
2 33 (11.96%) Data Integration
3 15 (5.43%) Visualisation
4 14 (5.07%) Management Information System
4 14 (5.07%) Replication
5 13 (4.71%) Computer Science
6 7 (2.54%) Mathematics
7 6 (2.17%) Data Extraction
7 6 (2.17%) Data Structures
7 6 (2.17%) NHS
8 5 (1.81%) Enterprise Software
8 5 (1.81%) New Media
9 4 (1.45%) Data Protection Act
10 1 (0.36%) Algorithms
10 1 (0.36%) Credit Risk
10 1 (0.36%) Cybercrime
Operating Systems
1 27 (9.78%) Linux
2 25 (9.06%) Unix
3 10 (3.62%) Windows
4 1 (0.36%) Red Hat Enterprise Linux
Processes & Methodologies
1 150 (54.35%) Business Intelligence
2 94 (34.06%) Agile Software Development
3 46 (16.67%) Migration
4 40 (14.49%) Data Modelling
5 35 (12.68%) Kimball Methodology
6 34 (12.32%) Data Management
6 34 (12.32%) Data Migration
6 34 (12.32%) E-Commerce
7 33 (11.96%) Analytics
8 29 (10.51%) CRM
8 29 (10.51%) Inmon Methodology
9 28 (10.14%) SDLC
10 26 (9.42%) DevOps
11 25 (9.06%) High Availability
12 22 (7.97%) Data Architecture
13 21 (7.61%) Automated Testing
14 20 (7.25%) ETL Development
15 19 (6.88%) SOA
15 19 (6.88%) Unit Testing
16 18 (6.52%) Software Engineering
Programming Languages
1 183 (66.30%) SQL
2 73 (26.45%) T-SQL
3 40 (14.49%) C#
4 21 (7.61%) PowerShell
5 19 (6.88%) PL/SQL
6 14 (5.07%) Shell Script
7 10 (3.62%) VB
7 10 (3.62%) VBScript
8 9 (3.26%) Java
8 9 (3.26%) VBA
9 7 (2.54%) JavaScript
9 7 (2.54%) Python
9 7 (2.54%) VB.NET
10 5 (1.81%) PHP
11 4 (1.45%) ANSI SQL
12 2 (0.72%) Bash Shell
13 1 (0.36%) C++
13 1 (0.36%) R
Qualifications
1 17 (6.16%) Degree
2 7 (2.54%) PhD
3 6 (2.17%) BPSS Clearance
3 6 (2.17%) SC Cleared
3 6 (2.17%) Security Cleared
4 5 (1.81%) Microsoft Certification
5 2 (0.72%) ISEB
5 2 (0.72%) SAS Certification
Quality Assurance & Compliance
1 41 (14.86%) Data Quality
2 8 (2.90%) SLA
3 5 (1.81%) QA
System Software
1 10 (3.62%) Apache Flume
1 10 (3.62%) HDFS
Systems Management
1 7 (2.54%) Puppet
2 1 (0.36%) Data Guard
2 1 (0.36%) Oracle RMAN
Vendors
1 99 (35.87%) Microsoft
2 52 (18.84%) Oracle
3 29 (10.51%) Tableau
4 20 (7.25%) Splunk
5 18 (6.52%) Cloudera
6 17 (6.16%) Hortonworks
6 17 (6.16%) Talend
7 15 (5.43%) Netezza
8 12 (4.35%) Informatica
9 11 (3.99%) Teradata
10 10 (3.62%) MapR
10 10 (3.62%) SAP
11 7 (2.54%) Ab Initio
11 7 (2.54%) Greenplum
11 7 (2.54%) MuleSoft
12 6 (2.17%) EPiServer
13 5 (1.81%) OpenText
13 5 (1.81%) Sagent
14 4 (1.45%) Cognos
14 4 (1.45%) Remedy
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Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
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