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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Rank 102 51 98
Rank change year-on-year
-51 +47
Permanent jobs citing ETL 51 169 83
As % of all permanent IT jobs located in Leeds 1.97% 5.14% 2.49%
As % of the Processes & Methodologies category 2.20% 5.79% 2.73%
Number of salaries quoted 44 114 65
Median salary £42,500 £46,750 £52,500
Median salary % change year-on-year
-9.09% -10.95%
90% offered a salary of more than £34,150 £32,500 £33,100
10% offered a salary of more than £46,000 £75,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000

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
2314 2921 3040
As % of all permanent IT jobs located in Leeds 89.48% 88.78% 91.18%
Number of salaries quoted 1996 2435 2436
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £57,500 £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 22 January 2017.

ETL Salary Histogram in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 22 January 2017, 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.

1 121 (78.57%) SQL Server
2 112 (72.73%) SQL
3 83 (53.90%) Microsoft
4 80 (51.95%) Business Intelligence
5 76 (49.35%) SQL Server Integration Services
6 71 (46.10%) SQL Server Analysis Services
7 66 (42.86%) Agile Software Development
8 61 (39.61%) Data Warehouse
9 54 (35.06%) T-SQL
10 53 (34.42%) SQL Server Reporting Services
11 47 (30.52%) Microsoft Azure
12 40 (25.97%) MS Excel
13 38 (24.68%) C#
13 38 (24.68%) SQL Server 2014
14 37 (24.03%) Data Modelling
15 35 (22.73%) Hadoop
15 35 (22.73%) Big Data
16 32 (20.78%) SQL Server 2012
16 32 (20.78%) Finance
17 31 (20.13%) Analytics
18 30 (19.48%) PowerShell
19 27 (17.53%) Visual Studio
19 27 (17.53%) DevOps
20 26 (16.88%) SQL Server 2016
21 25 (16.23%) Tableau
22 24 (15.58%) Relational Database
23 23 (14.94%) Data Integration
24 22 (14.29%) OLAP
24 22 (14.29%) OLAP Cube
25 21 (13.64%) Analytical Skills

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 (8.44%) SAS
2 4 (2.60%) Apache Spark
3 2 (1.30%) BizTalk Server
3 2 (1.30%) WebSphere
4 1 (0.65%) SharePoint
4 1 (0.65%) WebSphere Application Server
4 1 (0.65%) WebSphere Process Server
Applications
1 40 (25.97%) MS Excel
2 10 (6.49%) SPSS
Business Applications
1 1 (0.65%) Cognos Business Intelligence
Cloud Services
1 47 (30.52%) Microsoft Azure
2 7 (4.55%) Amazon AWS
3 2 (1.30%) Google Cloud Platform
4 1 (0.65%) SaaS
Database & Business Intelligence
1 121 (78.57%) SQL Server
2 76 (49.35%) SQL Server Integration Services
3 71 (46.10%) SQL Server Analysis Services
4 61 (39.61%) Data Warehouse
5 53 (34.42%) SQL Server Reporting Services
6 38 (24.68%) SQL Server 2014
7 35 (22.73%) Big Data
7 35 (22.73%) Hadoop
8 32 (20.78%) SQL Server 2012
9 26 (16.88%) SQL Server 2016
10 24 (15.58%) Relational Database
11 22 (14.29%) OLAP
11 22 (14.29%) OLAP Cube
12 21 (13.64%) SSDT
13 17 (11.04%) SQL Server 2008
14 15 (9.74%) RDBMS
15 14 (9.09%) NoSQL
15 14 (9.09%) Power BI
16 12 (7.79%) Oracle Database
17 9 (5.84%) QlikView
Development Applications
1 27 (17.53%) Visual Studio
2 20 (12.99%) Team Foundation Server
3 10 (6.49%) Octopus Deploy
4 4 (2.60%) Visual Studio Team System
5 2 (1.30%) MSTest
5 2 (1.30%) NUnit
6 1 (0.65%) Git (software)
6 1 (0.65%) JIRA
6 1 (0.65%) SQL Server Management Studio (SSMS)
6 1 (0.65%) TeamCity
General
1 32 (20.78%) Finance
2 17 (11.04%) Retail
3 10 (6.49%) Banking
4 3 (1.95%) Back Office
5 2 (1.30%) Advertising
6 1 (0.65%) Marketing
Job Titles
1 81 (52.60%) Developer
2 46 (29.87%) SQL Developer
3 39 (25.32%) Business Intelligence Developer
4 28 (18.18%) ETL Developer
5 24 (15.58%) SQL Server Developer
6 19 (12.34%) DBA
7 15 (9.74%) Database Developer
7 15 (9.74%) SQL Database Developer
8 14 (9.09%) Agile Developer
8 14 (9.09%) Analyst
9 13 (8.44%) SQL DBA
9 13 (8.44%) SSAS Developer
10 12 (7.79%) Senior Developer
10 12 (7.79%) SSIS Developer
11 11 (7.14%) SQL BI Developer
12 10 (6.49%) Business Consultant
12 10 (6.49%) Business Intelligence Consultant
12 10 (6.49%) Consultant
13 9 (5.84%) Senior Software Engineer
13 9 (5.84%) Software Engineer
Libraries, Frameworks & Software Standards
1 14 (9.09%) Web Services
2 12 (7.79%) .NET
2 12 (7.79%) WCF
2 12 (7.79%) WPF
3 10 (6.49%) ASP.NET Web API
4 9 (5.84%) XML
5 2 (1.30%) .NET Framework
5 2 (1.30%) JSON
5 2 (1.30%) LINQ
5 2 (1.30%) MDX
5 2 (1.30%) Oracle GoldenGate
5 2 (1.30%) WF
6 1 (0.65%) ASP.NET
6 1 (0.65%) WinForms
Miscellaneous
1 23 (14.94%) Data Integration
2 21 (13.64%) Analytical Skills
3 19 (12.34%) Visualisation
4 12 (7.79%) Credit Risk
5 7 (4.55%) Replication
6 6 (3.90%) Statistics
7 3 (1.95%) N-Tier
8 2 (1.30%) Clustering
8 2 (1.30%) Management Information System
9 1 (0.65%) Data Protection Act
9 1 (0.65%) HACMP
9 1 (0.65%) Reference Data
Operating Systems
1 4 (2.60%) Windows
2 2 (1.30%) Windows Server
3 1 (0.65%) Unix
3 1 (0.65%) Windows Server 2003
3 1 (0.65%) Windows Server 2012
Processes & Methodologies
1 80 (51.95%) Business Intelligence
2 66 (42.86%) Agile Software Development
3 37 (24.03%) Data Modelling
4 31 (20.13%) Analytics
5 27 (17.53%) DevOps
6 20 (12.99%) Data Management
7 19 (12.34%) Data Visualisation
8 18 (11.69%) Continuous Improvement
9 13 (8.44%) Data Analytics
10 12 (7.79%) SOA
11 11 (7.14%) Automated Testing
11 11 (7.14%) Kimball Methodology
11 11 (7.14%) Migration
12 10 (6.49%) Business Analytics
12 10 (6.49%) Business Development
12 10 (6.49%) ETL Development
12 10 (6.49%) Performance Tuning
12 10 (6.49%) Predictive Analytics
13 9 (5.84%) Waterfall
13 9 (5.84%) Web Development
Programming Languages
1 112 (72.73%) SQL
2 54 (35.06%) T-SQL
3 38 (24.68%) C#
4 30 (19.48%) PowerShell
5 15 (9.74%) Python
6 14 (9.09%) Data Analysis Expressions (DAX)
7 6 (3.90%) VB.NET
8 5 (3.25%) PL/SQL
9 3 (1.95%) Java
10 2 (1.30%) C++
10 2 (1.30%) Shell Script
10 2 (1.30%) VB
10 2 (1.30%) VBA
11 1 (0.65%) AWK
11 1 (0.65%) JavaScript
11 1 (0.65%) R
Qualifications
1 5 (3.25%) Microsoft Certification
2 4 (2.60%) Degree
2 4 (2.60%) MCITP
2 4 (2.60%) MCTS
3 1 (0.65%) ISTQB
3 1 (0.65%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 9 (5.84%) Data Quality
2 4 (2.60%) PCI DSS
3 3 (1.95%) QA
4 2 (1.30%) SNOMED CT
5 1 (0.65%) SLA
Systems Management
1 1 (0.65%) Tivoli Storage Manager
Vendors
1 83 (53.90%) Microsoft
2 25 (16.23%) Tableau
3 17 (11.04%) Splunk
4 16 (10.39%) Oracle
5 3 (1.95%) IBM
5 3 (1.95%) SAP
6 2 (1.30%) Cognos
6 2 (1.30%) Google
6 2 (1.30%) RedGate
7 1 (0.65%) Informatica
7 1 (0.65%) NetApp
7 1 (0.65%) Remedy
7 1 (0.65%) Sage
7 1 (0.65%) Snowplow
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £40000 per annum + Pension, Bonus
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £55,000 per annum + Bonus +Bens + Flexible Working
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £25,000 per annum + 10% Bonus + Bens + Flexible Working
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £45,000 per annum + 10% Bonus + Bens + Flexible Working
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum
Posted: 3 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £55,000 per annum
Posted: 6 days ago