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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 78 112 111
Rank change year-on-year
+34 -1
Permanent jobs citing ETL 85 74 91
As % of all permanent IT jobs located in Leeds 3.16% 2.11% 2.43%
As % of the Processes & Methodologies category 3.48% 2.28% 2.77%
Number of salaries quoted 56 56 61
Median salary £42,500 £55,000 £45,000
Median salary % change year-on-year
-22.72% +22.22%
90% offered a salary of more than £36,000 £38,000 £40,000
10% offered a salary of more than £50,000 £75,000 £55,000
UK excluding London median salary £45,000 £45,000 £45,000
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
2440 3247 3290
As % of all permanent IT jobs located in Leeds 90.57% 92.40% 87.92%
Number of salaries quoted 2055 2579 2524
Median salary £45,000 £45,000 £40,500
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £30,000 £31,500 £29,000
10% offered a salary of more than £65,000 £58,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 27 August 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 27 August 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.

1 136 (76.40%) SQL Server
2 132 (74.16%) SQL
3 110 (61.80%) SQL Server Integration Services
4 99 (55.62%) Business Intelligence
5 86 (48.31%) Data Warehouse
6 81 (45.51%) SQL Server Reporting Services
7 80 (44.94%) Microsoft
8 76 (42.70%) SQL Server Analysis Services
9 69 (38.76%) SQL Server 2012
10 68 (38.20%) T-SQL
11 67 (37.64%) Agile Software Development
12 42 (23.60%) MS Excel
13 40 (22.47%) Microsoft Azure
14 37 (20.79%) Hadoop
15 36 (20.22%) SQL Server 2008
15 36 (20.22%) SQL Server 2014
16 35 (19.66%) Big Data
16 35 (19.66%) C#
17 28 (15.73%) .NET
18 27 (15.17%) Data Modelling
19 26 (14.61%) Oracle
19 26 (14.61%) OLAP
19 26 (14.61%) Power BI
19 26 (14.61%) SSDT
20 25 (14.04%) SQL Server 2016
20 25 (14.04%) Visual Studio
21 24 (13.48%) SQL Server 2005
22 23 (12.92%) Analytics
23 22 (12.36%) NoSQL
23 22 (12.36%) Data Integration

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 7 (3.93%) SAS
2 6 (3.37%) Apache Spark
2 6 (3.37%) CMS
3 3 (1.69%) Apache Pig
4 2 (1.12%) SharePoint
5 1 (0.56%) BizTalk Server
5 1 (0.56%) Confluence
5 1 (0.56%) WebSphere
5 1 (0.56%) WebSphere Application Server
5 1 (0.56%) WebSphere Process Server
Applications
1 42 (23.60%) MS Excel
2 6 (3.37%) MS Office
3 3 (1.69%) SPSS
4 1 (0.56%) MS PowerPoint
4 1 (0.56%) MS Project
Cloud Services
1 40 (22.47%) Microsoft Azure
2 6 (3.37%) PaaS
Communications & Networking
1 1 (0.56%) FTP
Database & Business Intelligence
1 136 (76.40%) SQL Server
2 110 (61.80%) SQL Server Integration Services
3 86 (48.31%) Data Warehouse
4 81 (45.51%) SQL Server Reporting Services
5 76 (42.70%) SQL Server Analysis Services
6 69 (38.76%) SQL Server 2012
7 37 (20.79%) Hadoop
8 36 (20.22%) SQL Server 2008
8 36 (20.22%) SQL Server 2014
9 35 (19.66%) Big Data
10 26 (14.61%) OLAP
10 26 (14.61%) Power BI
10 26 (14.61%) SSDT
11 25 (14.04%) SQL Server 2016
12 24 (13.48%) SQL Server 2005
13 22 (12.36%) NoSQL
14 19 (10.67%) BusinessObjects
15 17 (9.55%) PowerPivot
16 16 (8.99%) Relational Database
17 15 (8.43%) Oracle Database
Development Applications
1 25 (14.04%) Visual Studio
2 12 (6.74%) Team Foundation Server
3 9 (5.06%) Octopus Deploy
4 7 (3.93%) JIRA
5 6 (3.37%) Git (software)
6 3 (1.69%) Talend Open Studio
7 2 (1.12%) Oracle APEX
8 1 (0.56%) ERwin
8 1 (0.56%) MSTest
8 1 (0.56%) NUnit
8 1 (0.56%) SQL Server Management Studio (SSMS)
8 1 (0.56%) tSQLt
8 1 (0.56%) Visual Studio Team System
General
1 19 (10.67%) Finance
2 10 (5.62%) Retail
3 8 (4.49%) Marketing
4 3 (1.69%) Banking
5 1 (0.56%) Back Office
5 1 (0.56%) Games
Job Titles
1 108 (60.67%) Developer
2 55 (30.90%) SQL Developer
3 39 (21.91%) SQL Server Developer
4 35 (19.66%) Business Intelligence Developer
5 26 (14.61%) ETL Developer
6 24 (13.48%) DBA
6 24 (13.48%) SSIS Developer
7 20 (11.24%) SQL DBA
8 15 (8.43%) Administrator
8 15 (8.43%) Database Developer
9 14 (7.87%) SQL Database Developer
9 14 (7.87%) SSAS Developer
10 11 (6.18%) Agile Developer
10 11 (6.18%) Azure Developer
10 11 (6.18%) NoSQL Developer
11 10 (5.62%) SQL BI Developer
12 9 (5.06%) Analyst
12 9 (5.06%) Principal Developer
12 9 (5.06%) Senior Developer
12 9 (5.06%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 28 (15.73%) .NET
2 9 (5.06%) WCF
3 8 (4.49%) ASP.NET Web API
3 8 (4.49%) Web Services
3 8 (4.49%) XML
4 6 (3.37%) ASP.NET
5 5 (2.81%) MDX
6 4 (2.25%) Velocity
7 3 (1.69%) Kafka
8 1 (0.56%) .NET Framework
8 1 (0.56%) LINQ
8 1 (0.56%) WF
8 1 (0.56%) WPF
Miscellaneous
1 22 (12.36%) Data Integration
2 17 (9.55%) Replication
3 15 (8.43%) Analytical Skills
4 11 (6.18%) Visualisation
5 7 (3.93%) Statistics
6 6 (3.37%) Data Protection Act
7 5 (2.81%) New Media
8 3 (1.69%) Credit Risk
8 3 (1.69%) Management Information System
9 2 (1.12%) Applied Mathematics
9 2 (1.12%) Computer Science
9 2 (1.12%) Enterprise Software
9 2 (1.12%) Mathematics
10 1 (0.56%) Algorithms
10 1 (0.56%) Cryptography
10 1 (0.56%) Data Extraction
10 1 (0.56%) NHS
10 1 (0.56%) Reference Data
Operating Systems
1 5 (2.81%) Linux
1 5 (2.81%) Unix
2 1 (0.56%) AIX
2 1 (0.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 99 (55.62%) Business Intelligence
2 67 (37.64%) Agile Software Development
3 27 (15.17%) Data Modelling
4 23 (12.92%) Analytics
5 19 (10.67%) DevOps
5 19 (10.67%) E-Commerce
5 19 (10.67%) Migration
6 18 (10.11%) Kimball Methodology
7 17 (9.55%) ETL Development
7 17 (9.55%) Unit Testing
8 16 (8.99%) Inmon Methodology
9 13 (7.30%) SDLC
9 13 (7.30%) Waterfall
10 11 (6.18%) Data Management
10 11 (6.18%) Data Migration
10 11 (6.18%) Performance Tuning
11 10 (5.62%) High Availability
12 9 (5.06%) Automated Testing
12 9 (5.06%) Data Analysis
13 8 (4.49%) Web Development
Programming Languages
1 132 (74.16%) SQL
2 68 (38.20%) T-SQL
3 35 (19.66%) C#
4 20 (11.24%) PowerShell
5 12 (6.74%) PL/SQL
5 12 (6.74%) VB.NET
6 6 (3.37%) Data Analysis Expressions (DAX)
6 6 (3.37%) VBA
7 4 (2.25%) Java
7 4 (2.25%) Shell Script
8 3 (1.69%) Python
9 2 (1.12%) C++
9 2 (1.12%) VB
9 2 (1.12%) VBScript
10 1 (0.56%) Perl
Qualifications
1 8 (4.49%) Microsoft Certification
2 4 (2.25%) MCSA
2 4 (2.25%) MCSE
3 1 (0.56%) ISEB
3 1 (0.56%) MCITP
3 1 (0.56%) MCTS
Quality Assurance & Compliance
1 16 (8.99%) Data Quality
2 5 (2.81%) SLA
3 4 (2.25%) QA
4 1 (0.56%) PCI DSS
System Software
1 3 (1.69%) Apache Flume
1 3 (1.69%) HDFS
2 1 (0.56%) Tivoli Workload Scheduler
Systems Management
1 1 (0.56%) Data Guard
1 1 (0.56%) Oracle RMAN
1 1 (0.56%) Tivoli
Vendors
1 80 (44.94%) Microsoft
2 26 (14.61%) Oracle
3 16 (8.99%) Tableau
4 9 (5.06%) SAP
5 6 (3.37%) EPiServer
5 6 (3.37%) Remedy
6 5 (2.81%) OpenText
6 5 (2.81%) Splunk
7 4 (2.25%) IBM
7 4 (2.25%) Informatica
7 4 (2.25%) MicroStrategy
7 4 (2.25%) Sun
8 3 (1.69%) Cloudera
8 3 (1.69%) Hortonworks
8 3 (1.69%) MapR
8 3 (1.69%) Netezza
8 3 (1.69%) Talend
8 3 (1.69%) Teradata
9 2 (1.12%) TIBCO
10 1 (0.56%) Capita
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + car allowance + bonus + benefits!
Posted: 2 days ago
Leeds, West Yorkshire
Rullion IT Plus
Salary: £40000 - £48000 per annum + Bens
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Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
TEKsystems
Salary: £35000 - £50000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
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Leeds
360 Resourcing
Salary: Circa £38,000 per year
Posted: 11 days ago
Leeds, West Yorkshire
Oscar
Salary: £35000 - £45000 per annum + Benefits
Posted: 5 days ago
Leeds
StepChange
Salary: Circa £38,000 per annum
Posted: 20 days ago
Leeds
Hays Specialist Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 26 days ago
Leeds, West Yorkshire
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