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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 98 117 132
Rank change year-on-year
+19 +15
Permanent jobs citing ETL 66 72 69
As % of all permanent IT jobs located in Leeds 2.41% 2.06% 1.88%
As % of the Processes & Methodologies category 2.66% 2.26% 2.12%
Number of salaries quoted 50 57 53
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 £33,300 £40,000
10% offered a salary of more than £55,000 £65,000 £51,500
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
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
2477 3188 3248
As % of all permanent IT jobs located in Leeds 90.40% 91.06% 88.48%
Number of salaries quoted 2092 2493 2546
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £65,000 £58,000 £62,500
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 27 July 2016.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 27 July 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.

1 144 (75.79%) SQL Server
2 136 (71.58%) SQL
3 119 (62.63%) SQL Server Integration Services
4 108 (56.84%) Business Intelligence
5 105 (55.26%) Data Warehouse
6 87 (45.79%) SQL Server Reporting Services
7 79 (41.58%) SQL Server 2012
8 73 (38.42%) Microsoft
9 71 (37.37%) T-SQL
9 71 (37.37%) SQL Server Analysis Services
10 57 (30.00%) Agile Software Development
11 45 (23.68%) MS Excel
12 41 (21.58%) SQL Server 2008
13 37 (19.47%) SQL Server 2014
14 35 (18.42%) Hadoop
15 34 (17.89%) Big Data
15 34 (17.89%) Oracle
16 32 (16.84%) .NET
16 32 (16.84%) Data Modelling
17 31 (16.32%) Microsoft Azure
18 29 (15.26%) SQL Server 2005
18 29 (15.26%) C#
19 26 (13.68%) Migration
20 25 (13.16%) Finance
20 25 (13.16%) SSDT
21 24 (12.63%) BusinessObjects
22 23 (12.11%) Power BI
23 22 (11.58%) E-Commerce
23 22 (11.58%) OLAP
24 21 (11.05%) Visual Studio

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 (3.68%) SharePoint
2 6 (3.16%) CMS
3 4 (2.11%) Apache Pig
3 4 (2.11%) Apache Spark
3 4 (2.11%) SAS
4 1 (0.53%) Confluence
Applications
1 45 (23.68%) MS Excel
2 7 (3.68%) MS Office
3 3 (1.58%) MS Visio
4 1 (0.53%) MS PowerPoint
4 1 (0.53%) MS Project
Business Applications
1 3 (1.58%) Dynamics CRM
Cloud Services
1 31 (16.32%) Microsoft Azure
2 7 (3.68%) PaaS
Communications & Networking
1 1 (0.53%) FTP
Database & Business Intelligence
1 144 (75.79%) SQL Server
2 119 (62.63%) SQL Server Integration Services
3 105 (55.26%) Data Warehouse
4 87 (45.79%) SQL Server Reporting Services
5 79 (41.58%) SQL Server 2012
6 71 (37.37%) SQL Server Analysis Services
7 41 (21.58%) SQL Server 2008
8 37 (19.47%) SQL Server 2014
9 35 (18.42%) Hadoop
10 34 (17.89%) Big Data
11 29 (15.26%) SQL Server 2005
12 25 (13.16%) SSDT
13 24 (12.63%) BusinessObjects
14 23 (12.11%) Power BI
15 22 (11.58%) OLAP
16 18 (9.47%) NoSQL
16 18 (9.47%) SQL Server 2016
17 17 (8.95%) PowerPivot
18 15 (7.89%) Oracle Database
19 13 (6.84%) Relational Database
Development Applications
1 21 (11.05%) Visual Studio
2 10 (5.26%) Octopus Deploy
3 8 (4.21%) Team Foundation Server
4 6 (3.16%) JIRA
5 5 (2.63%) Git (software)
6 4 (2.11%) Oracle APEX
6 4 (2.11%) Talend Open Studio
7 3 (1.58%) tSQLt
8 2 (1.05%) ERwin
9 1 (0.53%) SQL Server Management Studio (SSMS)
General
1 25 (13.16%) Finance
2 15 (7.89%) Marketing
3 4 (2.11%) Retail
4 2 (1.05%) Advertising
5 1 (0.53%) Back Office
5 1 (0.53%) Billing
5 1 (0.53%) Games
5 1 (0.53%) Telecoms
Job Titles
1 114 (60.00%) Developer
2 64 (33.68%) SQL Developer
3 50 (26.32%) SQL Server Developer
4 38 (20.00%) Business Intelligence Developer
5 28 (14.74%) SSIS Developer
6 26 (13.68%) DBA
7 23 (12.11%) ETL Developer
8 21 (11.05%) SQL DBA
9 20 (10.53%) SSAS Developer
10 19 (10.00%) SQL BI Developer
11 15 (7.89%) SQL Server BI Developer
12 14 (7.37%) Administrator
13 13 (6.84%) Architect
13 13 (6.84%) Database Developer
14 12 (6.32%) SQL Server DBA
15 11 (5.79%) Analyst
15 11 (5.79%) Azure Developer
15 11 (5.79%) Data Architect
15 11 (5.79%) Data Warehouse Developer
15 11 (5.79%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 32 (16.84%) .NET
2 8 (4.21%) Web Services
2 8 (4.21%) XML
3 7 (3.68%) ASP.NET
3 7 (3.68%) ASP.NET Web API
3 7 (3.68%) WCF
4 5 (2.63%) Velocity
5 4 (2.11%) Kafka
5 4 (2.11%) MDX
6 3 (1.58%) CakePHP
6 3 (1.58%) ODBC
7 1 (0.53%) JSON
7 1 (0.53%) RESTful
7 1 (0.53%) SOAP
Miscellaneous
1 18 (9.47%) Data Integration
2 16 (8.42%) Replication
3 13 (6.84%) Analytical Skills
4 6 (3.16%) Data Protection Act
4 6 (3.16%) Data Structures
5 5 (2.63%) New Media
5 5 (2.63%) Visualisation
6 4 (2.11%) Management Information System
6 4 (2.11%) Statistics
7 3 (1.58%) Computer Science
7 3 (1.58%) Enterprise Software
8 2 (1.05%) Applied Mathematics
8 2 (1.05%) Mathematics
9 1 (0.53%) Algorithms
9 1 (0.53%) Cryptography
9 1 (0.53%) Data Extraction
9 1 (0.53%) NHS
Operating Systems
1 12 (6.32%) Linux
2 10 (5.26%) Unix
3 3 (1.58%) Windows
4 2 (1.05%) Red Hat Enterprise Linux
5 1 (0.53%) AIX
Processes & Methodologies
1 108 (56.84%) Business Intelligence
2 57 (30.00%) Agile Software Development
3 32 (16.84%) Data Modelling
4 26 (13.68%) Migration
5 22 (11.58%) E-Commerce
6 20 (10.53%) Kimball Methodology
6 20 (10.53%) SDLC
7 19 (10.00%) Analytics
7 19 (10.00%) Inmon Methodology
7 19 (10.00%) Unit Testing
8 16 (8.42%) CRM
9 15 (7.89%) DevOps
9 15 (7.89%) ETL Development
10 14 (7.37%) High Availability
10 14 (7.37%) Performance Tuning
11 13 (6.84%) Data Migration
12 12 (6.32%) SOA
13 10 (5.26%) Automated Testing
13 10 (5.26%) Project Management
13 10 (5.26%) Waterfall
Programming Languages
1 136 (71.58%) SQL
2 71 (37.37%) T-SQL
3 29 (15.26%) C#
4 15 (7.89%) PowerShell
5 13 (6.84%) PL/SQL
6 11 (5.79%) VB.NET
7 6 (3.16%) Shell Script
7 6 (3.16%) VBA
8 4 (2.11%) VB
8 4 (2.11%) VBScript
9 3 (1.58%) Java
10 1 (0.53%) C++
10 1 (0.53%) Perl
Qualifications
1 10 (5.26%) Microsoft Certification
2 4 (2.11%) MCSA
2 4 (2.11%) MCSE
3 1 (0.53%) Degree
3 1 (0.53%) ISEB
Quality Assurance & Compliance
1 18 (9.47%) Data Quality
2 8 (4.21%) SLA
3 4 (2.11%) QA
System Software
1 4 (2.11%) Apache Flume
1 4 (2.11%) HDFS
2 1 (0.53%) Tivoli Workload Scheduler
Systems Management
1 1 (0.53%) Data Guard
1 1 (0.53%) Oracle RMAN
1 1 (0.53%) Tivoli
Vendors
1 73 (38.42%) Microsoft
2 34 (17.89%) Oracle
3 13 (6.84%) Tableau
4 8 (4.21%) SAP
5 6 (3.16%) EPiServer
5 6 (3.16%) Remedy
6 5 (2.63%) Informatica
6 5 (2.63%) OpenText
6 5 (2.63%) Splunk
7 4 (2.11%) Cloudera
7 4 (2.11%) Hortonworks
7 4 (2.11%) MapR
7 4 (2.11%) MicroStrategy
7 4 (2.11%) Netezza
7 4 (2.11%) Sun
7 4 (2.11%) Talend
7 4 (2.11%) Teradata
8 2 (1.05%) Capita
8 2 (1.05%) IBM
8 2 (1.05%) TIBCO
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £45,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 2 hours ago
Leeds, Yorkshire
Transition Partners
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + car allowance + bonus + benefits!
Posted: 4 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £300 - £350 per day
Posted: 6 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent salary + bonus + benefits!
Posted: 4 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 40000 - 45000
Posted: 5 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 50000 - 55000
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 22 hours ago
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 6 days ago