The table below looks at the statistics for ETL skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Yorkshire / West Yorkshire
Rank 101 57 107
Rank change year-on-year
-44 +50
Permanent jobs citing ETL 82 205 117
As % of all permanent IT jobs located in West Yorkshire 2.35% 4.87% 2.51%
As % of the Processes & Methodologies category 2.63% 5.50% 2.80%
Number of salaries quoted 74 139 95
Median salary £42,500 £40,500 £45,000
Median salary % change year-on-year
+4.93% -10.00%
90% offered a salary of more than £35,000 £31,900 £32,500
10% offered a salary of more than £70,000 £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 West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3118 3725 4172
As % of all permanent IT jobs located in West Yorkshire 89.32% 88.52% 89.36%
Number of salaries quoted 2712 3132 3372
Median salary £43,000 £42,500 £41,500
Median salary % change year-on-year
+1.17% +2.40%
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 West Yorkshire

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

ETL Jobs Demand Trend in West Yorkshire

ETL
Salary Trend in West Yorkshire

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

ETL Salary Trend in West Yorkshire

ETL
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the West Yorkshire region over the 3 months to 23 January 2017.

ETL Salary Histogram in West Yorkshire

ETL
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Yorkshire region over the 3 months to 23 January 2017. 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 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
Leeds -55 51 £42,500 -9.09% 6
Bradford +2 16 £40,000 - 1
Halifax +4 9 £70,000 +85.43% 2
Wakefield +6 2 £52,500 +72.13%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 23 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 West Yorkshire region with a requirement for ETL.

1 169 (75.78%) SQL
2 168 (75.34%) SQL Server
3 131 (58.74%) SQL Server Integration Services
4 130 (58.30%) Business Intelligence
5 126 (56.50%) Microsoft
6 109 (48.88%) SQL Server Analysis Services
7 105 (47.09%) Data Warehouse
8 98 (43.95%) SQL Server Reporting Services
9 85 (38.12%) T-SQL
10 82 (36.77%) Agile Software Development
11 77 (34.53%) MS Excel
12 60 (26.91%) Data Modelling
13 58 (26.01%) Finance
14 55 (24.66%) SQL Server 2014
15 51 (22.87%) SQL Server 2012
16 47 (21.08%) Microsoft Azure
17 46 (20.63%) Analytics
18 44 (19.73%) C#
19 36 (16.14%) Hadoop
19 36 (16.14%) Big Data
20 34 (15.25%) Team Foundation Server
21 32 (14.35%) PowerShell
22 30 (13.45%) Tableau
23 29 (13.00%) Oracle
24 28 (12.56%) OLAP
24 28 (12.56%) DevOps
25 27 (12.11%) Relational Database
25 27 (12.11%) SQL Server 2016
25 27 (12.11%) Visual Studio
26 26 (11.66%) Data Integration

ETL
Top Related IT Skills in West 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 15 (6.73%) SAS
2 4 (1.79%) Apache Spark
2 4 (1.79%) Oracle SOA Suite
3 2 (0.90%) BizTalk Server
3 2 (0.90%) Elasticsearch
3 2 (0.90%) WebSphere
4 1 (0.45%) SharePoint
4 1 (0.45%) WebSphere Application Server
4 1 (0.45%) WebSphere Process Server
Applications
1 77 (34.53%) MS Excel
2 10 (4.48%) SPSS
3 4 (1.79%) MS Office
Business Applications
1 1 (0.45%) Cognos Business Intelligence
1 1 (0.45%) StreamServe
Cloud Services
1 47 (21.08%) Microsoft Azure
2 7 (3.14%) Amazon AWS
3 4 (1.79%) Google Cloud Platform
4 2 (0.90%) SaaS
5 1 (0.45%) Force.com
5 1 (0.45%) PaaS
Database & Business Intelligence
1 168 (75.34%) SQL Server
2 131 (58.74%) SQL Server Integration Services
3 109 (48.88%) SQL Server Analysis Services
4 105 (47.09%) Data Warehouse
5 98 (43.95%) SQL Server Reporting Services
6 55 (24.66%) SQL Server 2014
7 51 (22.87%) SQL Server 2012
8 36 (16.14%) Big Data
8 36 (16.14%) Hadoop
9 28 (12.56%) OLAP
10 27 (12.11%) Relational Database
10 27 (12.11%) SQL Server 2016
11 26 (11.66%) OLAP Cube
12 22 (9.87%) SQL Server 2008
13 21 (9.42%) SSDT
14 17 (7.62%) Oracle Database
15 16 (7.17%) Power BI
15 16 (7.17%) RDBMS
16 15 (6.73%) NoSQL
17 12 (5.38%) QlikView
Development Applications
1 34 (15.25%) Team Foundation Server
2 27 (12.11%) Visual Studio
3 10 (4.48%) Octopus Deploy
4 4 (1.79%) Visual Studio Team System
5 2 (0.90%) ERwin
5 2 (0.90%) Git (software)
5 2 (0.90%) MSTest
5 2 (0.90%) NUnit
5 2 (0.90%) Talend Open Studio
6 1 (0.45%) JIRA
6 1 (0.45%) SQL Server Management Studio (SSMS)
6 1 (0.45%) TeamCity
General
1 58 (26.01%) Finance
2 17 (7.62%) Retail
3 10 (4.48%) Banking
4 3 (1.35%) Advertising
4 3 (1.35%) Back Office
5 2 (0.90%) Marketing
6 1 (0.45%) Automotive
6 1 (0.45%) Manufacturing
Job Titles
1 125 (56.05%) Developer
2 77 (34.53%) SQL Developer
3 66 (29.60%) Business Intelligence Developer
4 37 (16.59%) ETL Developer
4 37 (16.59%) SQL Server Developer
5 32 (14.35%) SQL BI Developer
6 27 (12.11%) SSIS Developer
7 24 (10.76%) Architect
8 22 (9.87%) Data Architect
9 20 (8.97%) DBA
10 19 (8.52%) SQL Server BI Developer
11 18 (8.07%) Database Developer
12 17 (7.62%) Senior Developer
13 15 (6.73%) Analyst
13 15 (6.73%) SQL Database Developer
13 15 (6.73%) SQL Server Architect
14 14 (6.28%) Agile Developer
14 14 (6.28%) Digital Architect
14 14 (6.28%) SQL DBA
15 13 (5.83%) SSAS Developer
Libraries, Frameworks & Software Standards
1 17 (7.62%) .NET
2 14 (6.28%) Web Services
3 12 (5.38%) WCF
3 12 (5.38%) WPF
4 10 (4.48%) ASP.NET Web API
5 9 (4.04%) XML
6 6 (2.69%) .NET Framework
6 6 (2.69%) CSS
6 6 (2.69%) HTML
7 4 (1.79%) Middleware
7 4 (1.79%) Oracle GoldenGate
8 3 (1.35%) MDX
9 2 (0.90%) JSON
9 2 (0.90%) LINQ
9 2 (0.90%) WF
10 1 (0.45%) ASP.NET
10 1 (0.45%) Mason
10 1 (0.45%) Visualforce
10 1 (0.45%) WinForms
Miscellaneous
1 26 (11.66%) Data Integration
2 23 (10.31%) Analytical Skills
3 20 (8.97%) Management Information System
3 20 (8.97%) Visualisation
4 12 (5.38%) Credit Risk
5 8 (3.59%) Replication
6 7 (3.14%) Statistics
7 3 (1.35%) Computer Science
7 3 (1.35%) N-Tier
8 2 (0.90%) Clustering
8 2 (0.90%) Fintech
9 1 (0.45%) Data Protection Act
9 1 (0.45%) HACMP
9 1 (0.45%) Mathematics
9 1 (0.45%) NHS
9 1 (0.45%) Physics
9 1 (0.45%) Reference Data
Operating Systems
1 4 (1.79%) Windows
2 2 (0.90%) Windows Server
3 1 (0.45%) Unix
3 1 (0.45%) Windows Server 2003
3 1 (0.45%) Windows Server 2012
Processes & Methodologies
1 130 (58.30%) Business Intelligence
2 82 (36.77%) Agile Software Development
3 60 (26.91%) Data Modelling
4 46 (20.63%) Analytics
5 28 (12.56%) DevOps
6 22 (9.87%) Data Management
7 21 (9.42%) E-Commerce
8 20 (8.97%) Data Visualisation
8 20 (8.97%) Migration
9 18 (8.07%) Continuous Improvement
10 16 (7.17%) Kimball Methodology
10 16 (7.17%) SOA
11 15 (6.73%) Stakeholder Engagement
11 15 (6.73%) TOGAF
12 13 (5.83%) Data Analytics
13 11 (4.93%) Automated Testing
14 10 (4.48%) Business Analytics
14 10 (4.48%) Business Development
14 10 (4.48%) Predictive Analytics
14 10 (4.48%) Web Development
Programming Languages
1 169 (75.78%) SQL
2 85 (38.12%) T-SQL
3 44 (19.73%) C#
4 32 (14.35%) PowerShell
5 16 (7.17%) Python
6 14 (6.28%) Data Analysis Expressions (DAX)
7 8 (3.59%) VB
8 7 (3.14%) JavaScript
8 7 (3.14%) VB.NET
9 5 (2.24%) PL/SQL
10 3 (1.35%) Java
11 2 (0.90%) C++
11 2 (0.90%) Shell Script
11 2 (0.90%) VBA
12 1 (0.45%) Apex Code
12 1 (0.45%) AWK
12 1 (0.45%) R
Qualifications
1 24 (10.76%) Degree
2 5 (2.24%) Microsoft Certification
3 4 (1.79%) MCITP
3 4 (1.79%) MCTS
4 1 (0.45%) ISTQB
4 1 (0.45%) ISTQB Advanced Certification
4 1 (0.45%) PhD
Quality Assurance & Compliance
1 19 (8.52%) Data Quality
2 4 (1.79%) PCI DSS
3 3 (1.35%) QA
4 2 (0.90%) SNOMED CT
5 1 (0.45%) SLA
Systems Management
1 1 (0.45%) Tivoli Storage Manager
Vendors
1 126 (56.50%) Microsoft
2 30 (13.45%) Tableau
3 29 (13.00%) Oracle
4 17 (7.62%) Splunk
5 9 (4.04%) Cognos
6 4 (1.79%) Google
6 4 (1.79%) IBM
7 3 (1.35%) SAP
8 2 (0.90%) Avaya
8 2 (0.90%) Genesys
8 2 (0.90%) RedGate
8 2 (0.90%) Sybase
8 2 (0.90%) Talend
9 1 (0.45%) Informatica
9 1 (0.45%) NetApp
9 1 (0.45%) Remedy
9 1 (0.45%) Sage
9 1 (0.45%) Salesforce.com
9 1 (0.45%) Snowplow
Leeds, Yorkshire
Capita
Posted: 13 hours ago
West Yorkshire
Rullion IT Plus
Salary: £60000 - £80000 per annum + Bonus + Pension + Health
Posted: 2 days ago
Halifax, West Yorkshire
4it Recruitment Ltd
Salary: From £65,000 to £75,000 per annum plus excellent additional benefits
Posted: 5 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £40000 per annum + Pension, Bonus
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £50,000 to £55,000 per annum + Bonus +Bens + Flexible Working
Posted: 3 days ago
Bradford
Provident Financial Management Services
Salary: £35000 - £41000 per annum + £1K Bonus, Pension & Onsite Gym
Posted: 13 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £25,000 per annum + 10% Bonus + Bens + Flexible Working
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: £45,000 per annum + 10% Bonus + Bens + Flexible Working
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £40,000 to £48,000 per annum
Posted: 4 days ago