The table below looks at the statistics for ETL skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 111 79 92
Rank change year-on-year
-32 +13
Permanent jobs citing ETL 123 195 227
As % of all permanent IT jobs located in Yorkshire 2.31% 3.11% 3.05%
As % of the Processes & Methodologies category 2.59% 3.52% 3.46%
Number of salaries quoted 101 148 187
Median salary £44,000 £40,000 £45,000
Median salary % change year-on-year
+10.00% -11.11%
90% offered a salary of more than £34,400 £31,500 £35,000
10% offered a salary of more than £56,000 £56,000 £57,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
England

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

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4743 5544 6567
As % of all permanent IT jobs located in Yorkshire 89.00% 88.45% 88.16%
Number of salaries quoted 4093 4516 5260
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £59,600
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Yorkshire

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

ETL Jobs Demand Trend in Yorkshire

ETL
Salary Trend in Yorkshire

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

ETL Salary Trend in Yorkshire

ETL
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the Yorkshire region over the 3 months to 7 December 2016.

ETL Salary Histogram in Yorkshire

ETL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Yorkshire region over the 3 months to 7 December 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
West Yorkshire +5 109 £45,000 +5.88% 7
South Yorkshire -18 9 £35,000 -15.66% 2
East Yorkshire 0 3 - -
North Yorkshire -1 3 £33,500 -10.66% 1
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 7 December 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 Yorkshire region with a requirement for ETL.

1 218 (77.58%) SQL
2 217 (77.22%) SQL Server
3 177 (62.99%) Business Intelligence
4 168 (59.79%) SQL Server Integration Services
5 154 (54.80%) Microsoft
6 135 (48.04%) Data Warehouse
7 133 (47.33%) SQL Server Analysis Services
8 129 (45.91%) SQL Server Reporting Services
9 126 (44.84%) T-SQL
10 103 (36.65%) Agile Software Development
11 88 (31.32%) MS Excel
12 72 (25.62%) SQL Server 2012
13 65 (23.13%) Data Modelling
14 60 (21.35%) SQL Server 2014
15 59 (21.00%) Finance
16 55 (19.57%) C#
17 49 (17.44%) Microsoft Azure
18 44 (15.66%) SQL Server 2008
18 44 (15.66%) Analytical Skills
19 43 (15.30%) Kimball Methodology
19 43 (15.30%) Analytics
19 43 (15.30%) Team Foundation Server
20 42 (14.95%) Big Data
21 41 (14.59%) Hadoop
22 38 (13.52%) Visual Studio
23 36 (12.81%) PowerShell
24 35 (12.46%) Oracle
25 34 (12.10%) SQL Server 2016
26 32 (11.39%) SSDT
26 32 (11.39%) Relational Database

ETL
Top Related IT Skills in Yorkshire 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 19 (6.76%) SAS
2 4 (1.42%) Apache Spark
3 3 (1.07%) Oracle SOA Suite
4 2 (0.71%) Elasticsearch
4 2 (0.71%) WebSphere
5 1 (0.36%) BizTalk Server
5 1 (0.36%) Confluence
5 1 (0.36%) SharePoint
5 1 (0.36%) WebSphere Application Server
5 1 (0.36%) WebSphere Process Server
Applications
1 88 (31.32%) MS Excel
2 10 (3.56%) MS Office
2 10 (3.56%) SPSS
3 1 (0.36%) MS PowerPoint
3 1 (0.36%) MS Project
3 1 (0.36%) Spreadsheet
Business Applications
1 1 (0.36%) StreamServe
Cloud Services
1 49 (17.44%) Microsoft Azure
2 7 (2.49%) Amazon AWS
3 3 (1.07%) Google Cloud Platform
Communications & Networking
1 1 (0.36%) FTP
Database & Business Intelligence
1 217 (77.22%) SQL Server
2 168 (59.79%) SQL Server Integration Services
3 135 (48.04%) Data Warehouse
4 133 (47.33%) SQL Server Analysis Services
5 129 (45.91%) SQL Server Reporting Services
6 72 (25.62%) SQL Server 2012
7 60 (21.35%) SQL Server 2014
8 44 (15.66%) SQL Server 2008
9 42 (14.95%) Big Data
10 41 (14.59%) Hadoop
11 34 (12.10%) SQL Server 2016
12 32 (11.39%) Relational Database
12 32 (11.39%) SSDT
13 28 (9.96%) OLAP
14 27 (9.61%) Power BI
15 26 (9.25%) OLAP Cube
16 25 (8.90%) BusinessObjects
17 22 (7.83%) NoSQL
17 22 (7.83%) Oracle Database
18 15 (5.34%) PowerPivot
Development Applications
1 43 (15.30%) Team Foundation Server
2 38 (13.52%) Visual Studio
3 10 (3.56%) Octopus Deploy
4 7 (2.49%) Git (software)
4 7 (2.49%) JIRA
5 4 (1.42%) Visual Studio Team System
6 3 (1.07%) Talend Open Studio
7 2 (0.71%) ERwin
8 1 (0.36%) MSTest
8 1 (0.36%) NUnit
8 1 (0.36%) SQL Server Management Studio (SSMS)
General
1 59 (21.00%) Finance
2 23 (8.19%) Retail
3 10 (3.56%) Banking
4 8 (2.85%) Advertising
5 1 (0.36%) Back Office
5 1 (0.36%) Manufacturing
5 1 (0.36%) Telecoms
Job Titles
1 178 (63.35%) Developer
2 93 (33.10%) SQL Developer
3 89 (31.67%) Business Intelligence Developer
4 51 (18.15%) ETL Developer
5 48 (17.08%) SQL Server Developer
6 39 (13.88%) SQL BI Developer
7 31 (11.03%) SSIS Developer
8 28 (9.96%) Business Developer
9 26 (9.25%) Data Warehouse Developer
10 24 (8.54%) Database Developer
11 23 (8.19%) Analyst
12 22 (7.83%) DBA
12 22 (7.83%) SQL Server BI Developer
13 21 (7.47%) SQL Database Developer
14 20 (7.12%) Senior Developer
15 19 (6.76%) SSAS Developer
16 18 (6.41%) Agile Developer
16 18 (6.41%) SQL DBA
17 17 (6.05%) Architect
18 16 (5.69%) Data Architect
Libraries, Frameworks & Software Standards
1 24 (8.54%) Web Services
2 21 (7.47%) .NET
3 17 (6.05%) XML
4 11 (3.91%) JSON
4 11 (3.91%) MDX
4 11 (3.91%) WCF
4 11 (3.91%) WPF
5 10 (3.56%) ASP.NET Web API
6 6 (2.14%) CSS
6 6 (2.14%) HTML
7 5 (1.78%) .NET Framework
8 4 (1.42%) ASP.NET
9 3 (1.07%) Middleware
9 3 (1.07%) Oracle GoldenGate
10 1 (0.36%) EDI
10 1 (0.36%) LINQ
10 1 (0.36%) WF
10 1 (0.36%) WinForms
Miscellaneous
1 44 (15.66%) Analytical Skills
2 31 (11.03%) Data Integration
3 24 (8.54%) Visualisation
4 17 (6.05%) Management Information System
5 12 (4.27%) Credit Risk
6 11 (3.91%) Statistics
7 8 (2.85%) Replication
8 7 (2.49%) Computer Science
9 5 (1.78%) Data Protection Act
9 5 (1.78%) NHS
10 3 (1.07%) Mathematics
11 2 (0.71%) Applied Mathematics
11 2 (0.71%) Fintech
11 2 (0.71%) N-Tier
12 1 (0.36%) Data Extraction
12 1 (0.36%) Enterprise Software
12 1 (0.36%) FMCG
12 1 (0.36%) HACMP
12 1 (0.36%) Physics
12 1 (0.36%) Reference Data
Operating Systems
1 3 (1.07%) Windows
2 2 (0.71%) AIX
2 2 (0.71%) Linux
2 2 (0.71%) Unix
3 1 (0.36%) Red Hat Enterprise Linux
3 1 (0.36%) Windows Server
3 1 (0.36%) Windows Server 2003
3 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 177 (62.99%) Business Intelligence
2 103 (36.65%) Agile Software Development
3 65 (23.13%) Data Modelling
4 43 (15.30%) Analytics
4 43 (15.30%) Kimball Methodology
5 31 (11.03%) Migration
6 30 (10.68%) Data Management
7 29 (10.32%) DevOps
8 26 (9.25%) Inmon Methodology
9 21 (7.47%) E-Commerce
10 20 (7.12%) ETL Development
11 19 (6.76%) Continuous Improvement
12 16 (5.69%) Data Visualisation
12 16 (5.69%) Scrum
13 15 (5.34%) SOA
14 12 (4.27%) Data Analytics
14 12 (4.27%) Data Protection
14 12 (4.27%) Predictive Analytics
15 11 (3.91%) Data Analysis
16 10 (3.56%) Automated Testing
Programming Languages
1 218 (77.58%) SQL
2 126 (44.84%) T-SQL
3 55 (19.57%) C#
4 36 (12.81%) PowerShell
5 16 (5.69%) Python
6 15 (5.34%) Data Analysis Expressions (DAX)
7 11 (3.91%) VB.NET
7 11 (3.91%) VBA
8 8 (2.85%) VB
9 7 (2.49%) JavaScript
9 7 (2.49%) PL/SQL
10 3 (1.07%) Java
10 3 (1.07%) Shell Script
11 1 (0.36%) AWK
11 1 (0.36%) C++
11 1 (0.36%) Perl
Qualifications
1 22 (7.83%) Degree
2 12 (4.27%) Microsoft Certification
3 4 (1.42%) MCITP
3 4 (1.42%) MCSA
3 4 (1.42%) MCSE
3 4 (1.42%) MCTS
4 2 (0.71%) ISEB
4 2 (0.71%) ISTQB
5 1 (0.36%) PhD
Quality Assurance & Compliance
1 30 (10.68%) Data Quality
2 4 (1.42%) PCI DSS
3 3 (1.07%) QA
System Software
1 1 (0.36%) Tivoli Workload Scheduler
Systems Management
1 1 (0.36%) Tivoli
1 1 (0.36%) Tivoli Storage Manager
Vendors
1 154 (54.80%) Microsoft
2 35 (12.46%) Oracle
3 32 (11.39%) Tableau
4 18 (6.41%) SAP
5 17 (6.05%) Splunk
6 9 (3.20%) Cognos
7 8 (2.85%) IBM
8 4 (1.42%) MicroStrategy
8 4 (1.42%) Remedy
8 4 (1.42%) Sun
9 3 (1.07%) Google
9 3 (1.07%) Talend
10 2 (0.71%) Avaya
10 2 (0.71%) Genesys
10 2 (0.71%) Sybase
11 1 (0.36%) DevExpress
11 1 (0.36%) Informatica
11 1 (0.36%) NetApp
11 1 (0.36%) Sage
Huddersfield
Nigel Frank International
Salary: £35000 - £45000 per annum + Company benefits
Posted: 22 hours ago
Bradford, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
Sheffield, South Yorkshire
Reed Technology
Salary: £31000 - £37000 per annum
Posted: Yesterday
Middlesbrough, Cleveland
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £32000.00 per annum
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £45000 per annum + benefits
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: 16 hours ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 6 days ago