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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 96 114 107
Rank change year-on-year
+18 -7
Permanent jobs citing ETL 157 165 182
As % of all permanent IT jobs located in Yorkshire 2.75% 2.48% 2.48%
As % of the Processes & Methodologies category 3.09% 2.76% 2.90%
Number of salaries quoted 111 122 148
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year
-5.55% -
90% offered a salary of more than £35,000 £31,500 £32,500
10% offered a salary of more than £50,000 £74,500 £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
5076 5981 6278
As % of all permanent IT jobs located in Yorkshire 88.76% 89.79% 85.60%
Number of salaries quoted 4133 4828 4885
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 £27,500
10% offered a salary of more than £65,000 £55,000 £62,500
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 28 September 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 28 September 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 +14 127 £44,500 -1.11% 12
South Yorkshire -1 18 £35,000 -18.60% 9
North Yorkshire +16 10 £45,000 +63.63%
East Yorkshire -4 3 £23,000 -48.88% 1
ETL
England

ETL
Top 30 Related IT Skills in Yorkshire

For the 6 months to 28 September 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.

1 208 (74.82%) SQL
2 200 (71.94%) SQL Server
3 175 (62.95%) Business Intelligence
4 161 (57.91%) SQL Server Integration Services
5 129 (46.40%) Microsoft
6 128 (46.04%) Data Warehouse
7 126 (45.32%) SQL Server Reporting Services
8 121 (43.53%) SQL Server Analysis Services
9 120 (43.17%) T-SQL
10 87 (31.29%) Agile Software Development
11 75 (26.98%) SQL Server 2012
12 70 (25.18%) MS Excel
13 56 (20.14%) SQL Server 2008
14 51 (18.35%) Data Modelling
15 45 (16.19%) Finance
16 44 (15.83%) C#
16 44 (15.83%) Kimball Methodology
16 44 (15.83%) Analytical Skills
16 44 (15.83%) SQL Server 2014
17 40 (14.39%) Big Data
17 40 (14.39%) Oracle
18 39 (14.03%) BusinessObjects
18 39 (14.03%) Hadoop
19 37 (13.31%) Microsoft Azure
20 36 (12.95%) Visual Studio
21 35 (12.59%) SQL Server 2016
22 34 (12.23%) SAP
23 32 (11.51%) Migration
23 32 (11.51%) Power BI
23 32 (11.51%) Team Foundation Server

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 13 (4.68%) SAS
2 4 (1.44%) Apache Spark
3 2 (0.72%) CMS
3 2 (0.72%) Elasticsearch
3 2 (0.72%) SharePoint
4 1 (0.36%) BizTalk Server
4 1 (0.36%) Confluence
4 1 (0.36%) WebSphere
4 1 (0.36%) WebSphere Application Server
4 1 (0.36%) WebSphere Process Server
Applications
1 70 (25.18%) MS Excel
2 8 (2.88%) MS Office
3 6 (2.16%) SPSS
4 2 (0.72%) MS PowerPoint
5 1 (0.36%) MS Project
5 1 (0.36%) MS Visio
Cloud Services
1 37 (13.31%) Microsoft Azure
2 4 (1.44%) PaaS
3 2 (0.72%) Amazon AWS
4 1 (0.36%) Google Cloud Platform
Communications & Networking
1 2 (0.72%) FTP
Database & Business Intelligence
1 200 (71.94%) SQL Server
2 161 (57.91%) SQL Server Integration Services
3 128 (46.04%) Data Warehouse
4 126 (45.32%) SQL Server Reporting Services
5 121 (43.53%) SQL Server Analysis Services
6 75 (26.98%) SQL Server 2012
7 56 (20.14%) SQL Server 2008
8 44 (15.83%) SQL Server 2014
9 40 (14.39%) Big Data
10 39 (14.03%) BusinessObjects
10 39 (14.03%) Hadoop
11 35 (12.59%) SQL Server 2016
12 32 (11.51%) Power BI
12 32 (11.51%) SSDT
13 30 (10.79%) NoSQL
14 26 (9.35%) OLAP
15 25 (8.99%) Relational Database
16 20 (7.19%) Oracle Database
17 19 (6.83%) OLAP Cube
17 19 (6.83%) SQL Server 2005
Development Applications
1 36 (12.95%) Visual Studio
2 32 (11.51%) Team Foundation Server
3 7 (2.52%) JIRA
3 7 (2.52%) Octopus Deploy
4 6 (2.16%) Git (software)
5 2 (0.72%) Talend Open Studio
5 2 (0.72%) Visual Studio Team System
6 1 (0.36%) JUnit
6 1 (0.36%) MSTest
6 1 (0.36%) NUnit
6 1 (0.36%) SQL Server Management Studio (SSMS)
6 1 (0.36%) tSQLt
General
1 45 (16.19%) Finance
2 24 (8.63%) Retail
3 8 (2.88%) Banking
4 6 (2.16%) Advertising
5 4 (1.44%) Publishing
6 2 (0.72%) Marketing
7 1 (0.36%) Legal
7 1 (0.36%) Retail Banking
Job Titles
1 180 (64.75%) Developer
2 84 (30.22%) Business Intelligence Developer
2 84 (30.22%) SQL Developer
3 47 (16.91%) SQL Server Developer
4 45 (16.19%) ETL Developer
5 34 (12.23%) SQL BI Developer
6 33 (11.87%) Business Developer
7 32 (11.51%) SSIS Developer
8 29 (10.43%) Analyst
9 25 (8.99%) Data Warehouse Developer
9 25 (8.99%) Database Developer
10 21 (7.55%) DBA
11 19 (6.83%) Senior Developer
11 19 (6.83%) SQL Database Developer
12 18 (6.47%) Lead Developer
13 17 (6.12%) Administrator
13 17 (6.12%) Business Intelligence Analyst
13 17 (6.12%) SSAS Developer
14 15 (5.40%) Agile Developer
14 15 (5.40%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 24 (8.63%) .NET
1 24 (8.63%) Web Services
2 23 (8.27%) XML
3 16 (5.76%) JSON
4 10 (3.60%) MDX
5 7 (2.52%) WCF
6 6 (2.16%) ASP.NET
6 6 (2.16%) ASP.NET Web API
7 2 (0.72%) CSS
7 2 (0.72%) HTML
7 2 (0.72%) Spring
7 2 (0.72%) WPF
8 1 (0.36%) .NET Framework
8 1 (0.36%) EDI
8 1 (0.36%) Kafka
8 1 (0.36%) LINQ
8 1 (0.36%) Oracle GoldenGate
8 1 (0.36%) Regular Expression
8 1 (0.36%) WF
Miscellaneous
1 44 (15.83%) Analytical Skills
2 27 (9.71%) Data Integration
3 19 (6.83%) Visualisation
4 10 (3.60%) Replication
5 9 (3.24%) Statistics
6 8 (2.88%) Management Information System
7 7 (2.52%) Data Protection Act
8 6 (2.16%) Computer Science
8 6 (2.16%) Credit Risk
9 4 (1.44%) NHS
10 3 (1.08%) Mathematics
11 2 (0.72%) Applied Mathematics
11 2 (0.72%) iPad
11 2 (0.72%) New Media
11 2 (0.72%) User Experience
12 1 (0.36%) Cryptography
12 1 (0.36%) Data Extraction
12 1 (0.36%) Enterprise Software
12 1 (0.36%) FMCG
12 1 (0.36%) Reference Data
Operating Systems
1 9 (3.24%) Linux
2 8 (2.88%) Unix
3 3 (1.08%) Windows
3 3 (1.08%) Windows Server
4 2 (0.72%) AIX
5 1 (0.36%) Red Hat Enterprise Linux
5 1 (0.36%) Windows Server 2003
5 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 175 (62.95%) Business Intelligence
2 87 (31.29%) Agile Software Development
3 51 (18.35%) Data Modelling
4 44 (15.83%) Kimball Methodology
5 32 (11.51%) Analytics
5 32 (11.51%) Migration
6 26 (9.35%) Data Management
6 26 (9.35%) ETL Development
7 23 (8.27%) Inmon Methodology
8 21 (7.55%) DevOps
8 21 (7.55%) E-Commerce
9 15 (5.40%) Scrum
10 14 (5.04%) Continuous Improvement
10 14 (5.04%) Data Protection
10 14 (5.04%) Unit Testing
11 13 (4.68%) Performance Tuning
12 12 (4.32%) Data Visualisation
12 12 (4.32%) PRINCE2
12 12 (4.32%) Waterfall
13 10 (3.60%) Continuous Integration
Programming Languages
1 208 (74.82%) SQL
2 120 (43.17%) T-SQL
3 44 (15.83%) C#
4 28 (10.07%) PowerShell
5 16 (5.76%) VBA
6 12 (4.32%) PL/SQL
7 10 (3.60%) Data Analysis Expressions (DAX)
7 10 (3.60%) VB.NET
8 9 (3.24%) Java
9 7 (2.52%) Python
9 7 (2.52%) Shell Script
10 2 (0.72%) C++
10 2 (0.72%) JavaScript
11 1 (0.36%) C
11 1 (0.36%) Perl
11 1 (0.36%) Scala
Qualifications
1 16 (5.76%) Degree
2 13 (4.68%) Microsoft Certification
3 4 (1.44%) MCSA
3 4 (1.44%) MCSE
3 4 (1.44%) PRINCE2 Certification
4 3 (1.08%) MCITP
4 3 (1.08%) MCTS
4 3 (1.08%) PRINCE2 Practitioner
5 2 (0.72%) ISEB
6 1 (0.36%) CISSP
6 1 (0.36%) ISTQB
6 1 (0.36%) PhD
Quality Assurance & Compliance
1 25 (8.99%) Data Quality
2 6 (2.16%) QA
3 2 (0.72%) PCI DSS
3 2 (0.72%) SLA
System Software
1 4 (1.44%) Tivoli Workload Scheduler
2 1 (0.36%) Active Directory
Systems Management
1 5 (1.80%) Tivoli
2 1 (0.36%) Data Guard
2 1 (0.36%) Oracle RMAN
Vendors
1 129 (46.40%) Microsoft
2 40 (14.39%) Oracle
3 34 (12.23%) SAP
4 21 (7.55%) Tableau
5 11 (3.96%) IBM
6 8 (2.88%) Splunk
7 6 (2.16%) Remedy
8 4 (1.44%) MicroStrategy
8 4 (1.44%) Sun
9 3 (1.08%) Cognos
10 2 (0.72%) EPiServer
10 2 (0.72%) Informatica
10 2 (0.72%) OpenText
10 2 (0.72%) Sybase
10 2 (0.72%) Talend
10 2 (0.72%) TIBCO
11 1 (0.36%) Ab Initio
11 1 (0.36%) Google
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £50000 per annum
Posted: 16 hours ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 14 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £48,000 per annum + excellent benefits
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 5 days ago
Leeds
Department for Work and Pensions
Salary: Up to £38,380
Posted: 2 days ago
Doncaster
Nigel Frank International Ltd
Salary: £25000 - £35000 per annum + Pension, Negotiable
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £25000 - £32000 per annum + Benefits
Posted: 5 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £45000 per annum + benefits
Posted: 5 days ago
Doncaster
Nigel Frank International Ltd
Salary: £25000 - £35000 per annum + Pension, Negotiable
Posted: 8 days ago
Sheffield, South Yorkshire
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: 6 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum + Bonus +Bens + Flexible Working
Posted: Yesterday
Hull, Yorkshire
Kier
Posted: 13 days ago
Leeds
360 Resourcing
Salary: Circa £48,000 per annum
Posted: 16 days ago
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £33000 - £39200 per annum + Benefits
Posted: 7 days ago