The table below looks at the statistics for ETL skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 108 125 167
Rank change year-on-year
+17 +42
Permanent jobs citing ETL 147 145 93
As % of all permanent IT jobs located in the North West 2.51% 2.22% 1.30%
As % of the Processes & Methodologies category 2.87% 2.50% 1.52%
Number of salaries quoted 128 124 80
Median salary £40,000 £42,500 £38,000
Median salary % change year-on-year
-5.88% +11.84%
90% offered a salary of more than £31,500 £32,500 £32,500
10% offered a salary of more than £55,000 £54,250 £66,750
UK excluding London median salary £45,000 £47,000 £45,000
% change year-on-year
-4.25% +4.44%
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5114 5807 6130
As % of all permanent IT jobs located in the North West 87.17% 88.94% 85.77%
Number of salaries quoted 4260 4706 4846
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,500
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in the North West

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

ETL Jobs Demand Trend in the North West

ETL
Salary Trend in the North West

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

ETL Salary Trend in the North West

ETL
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing ETL across the North West region over the 3 months to 30 July 2016.

ETL Salary Histogram in the North West

ETL
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North West region over the 3 months to 30 July 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
Manchester +3 76 £39,000 -13.33% 14
Cheshire +12 39 £38,000 -5.00% 14
Merseyside +11 25 £42,500 +6.25% 6
Lancashire +13 3 £40,000 -11.11% 1
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 30 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 North West region with a requirement for ETL.

1 182 (80.18%) SQL
2 145 (63.88%) Business Intelligence
3 138 (60.79%) SQL Server
4 129 (56.83%) SQL Server Integration Services
5 110 (48.46%) SQL Server Reporting Services
6 97 (42.73%) Data Warehouse
7 85 (37.44%) T-SQL
8 84 (37.00%) Microsoft
9 69 (30.40%) MS Excel
10 67 (29.52%) SQL Server Analysis Services
11 65 (28.63%) Finance
12 57 (25.11%) SQL Server 2012
13 51 (22.47%) Analytical Skills
14 48 (21.15%) SQL Server 2008
14 48 (21.15%) Agile Software Development
15 37 (16.30%) Oracle
15 37 (16.30%) Analytics
16 35 (15.42%) Data Modelling
17 31 (13.66%) .NET
18 30 (13.22%) Data Integration
19 26 (11.45%) Relational Database
19 26 (11.45%) Data Analysis
20 25 (11.01%) Tableau
21 24 (10.57%) Power BI
21 24 (10.57%) SQL Server 2014
22 23 (10.13%) Kimball Methodology
23 22 (9.69%) Replication
23 22 (9.69%) MS Office
24 21 (9.25%) Informatica
24 21 (9.25%) Banking

ETL
Top Related IT Skills in the North West 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 17 (7.49%) SharePoint
2 5 (2.20%) BizTalk Server
3 2 (0.88%) Elasticsearch
3 2 (0.88%) IIS
3 2 (0.88%) SAS
4 1 (0.44%) Apache
4 1 (0.44%) Apache Spark
4 1 (0.44%) CICS
Applications
1 69 (30.40%) MS Excel
2 22 (9.69%) MS Office
3 3 (1.32%) MS Visio
4 2 (0.88%) MS PowerPoint
Business Applications
1 9 (3.96%) Dynamics CRM
2 7 (3.08%) Salesforce.com CRM
3 5 (2.20%) SAP FI
4 2 (0.88%) Oracle EBS
5 1 (0.44%) Dynamics AX
5 1 (0.44%) Dynamics NAV
Cloud Services
1 7 (3.08%) Amazon AWS
2 4 (1.76%) Amazon EC2
2 4 (1.76%) Google Analytics
3 3 (1.32%) Office 365
4 2 (0.88%) SaaS
5 1 (0.44%) Amazon Kinesis
5 1 (0.44%) Amazon S3
5 1 (0.44%) AWS Elastic Beanstalk
Communications & Networking
1 3 (1.32%) Firewall
2 1 (0.44%) DSL
2 1 (0.44%) HTTP
2 1 (0.44%) SAN
Database & Business Intelligence
1 138 (60.79%) SQL Server
2 129 (56.83%) SQL Server Integration Services
3 110 (48.46%) SQL Server Reporting Services
4 97 (42.73%) Data Warehouse
5 67 (29.52%) SQL Server Analysis Services
6 57 (25.11%) SQL Server 2012
7 48 (21.15%) SQL Server 2008
8 26 (11.45%) Relational Database
9 24 (10.57%) Power BI
9 24 (10.57%) SQL Server 2014
10 20 (8.81%) MySQL
10 20 (8.81%) NoSQL
11 19 (8.37%) Oracle BI EE
12 18 (7.93%) Oracle ODI
13 17 (7.49%) QlikView
14 16 (7.05%) Big Data
14 16 (7.05%) OLAP
15 15 (6.61%) MongoDB
16 13 (5.73%) BusinessObjects
16 13 (5.73%) OLAP Cube
Development Applications
1 20 (8.81%) Team Foundation Server
2 13 (5.73%) Talend Open Studio
3 6 (2.64%) ERwin
4 4 (1.76%) Eclipse
4 4 (1.76%) Visual Studio
5 2 (0.88%) NUnit
6 1 (0.44%) Git (software)
6 1 (0.44%) IntelliJ
6 1 (0.44%) Jenkins
6 1 (0.44%) JUnit
6 1 (0.44%) Maven
6 1 (0.44%) Selenium
6 1 (0.44%) SoapUI
6 1 (0.44%) SQL Server Management Studio (SSMS)
6 1 (0.44%) Subversion
6 1 (0.44%) TeamCity
6 1 (0.44%) tSQLt
6 1 (0.44%) WebDriver
General
1 65 (28.63%) Finance
2 21 (9.25%) Banking
3 12 (5.29%) Legal
4 11 (4.85%) Billing
4 11 (4.85%) Manufacturing
5 7 (3.08%) Advertising
6 5 (2.20%) Pharmaceutical
7 4 (1.76%) Retail
8 3 (1.32%) Games
8 3 (1.32%) Marketing
9 2 (0.88%) Financial Institution
9 2 (0.88%) Investment Banking
9 2 (0.88%) Law
9 2 (0.88%) Publishing
9 2 (0.88%) Retail Banking
10 1 (0.44%) Corporate Banking
Job Titles
1 143 (63.00%) Developer
2 65 (28.63%) SQL Developer
3 64 (28.19%) Business Intelligence Developer
4 31 (13.66%) Analyst
5 26 (11.45%) DBA
6 25 (11.01%) SQL DBA
7 23 (10.13%) SSIS Developer
8 21 (9.25%) ETL Developer
9 18 (7.93%) Business Intelligence Analyst
10 16 (7.05%) Oracle Developer
10 16 (7.05%) SQL BI Developer
11 15 (6.61%) SQL Server Developer
12 14 (6.17%) Data Analyst
13 13 (5.73%) Data Warehouse Developer
14 12 (5.29%) Database Developer
15 11 (4.85%) Senior Developer
16 10 (4.41%) Oracle BI Developer
17 9 (3.96%) SQL Database Developer
18 8 (3.52%) Consultant
18 8 (3.52%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 31 (13.66%) .NET
2 15 (6.61%) ASP.NET
3 12 (5.29%) XML
4 10 (4.41%) MDX
5 5 (2.20%) Web Services
6 2 (0.88%) ASP.NET MVC
6 2 (0.88%) ASP.NET Web Forms
6 2 (0.88%) Kafka
6 2 (0.88%) WCF
6 2 (0.88%) WSDL
6 2 (0.88%) WSE
7 1 (0.44%) .NET Framework
7 1 (0.44%) COM
7 1 (0.44%) Middleware
7 1 (0.44%) ODBC
7 1 (0.44%) Visualforce
Miscellaneous
1 51 (22.47%) Analytical Skills
2 30 (13.22%) Data Integration
3 22 (9.69%) Replication
4 20 (8.81%) iPad
5 14 (6.17%) Clustering
5 14 (6.17%) Visualisation
6 11 (4.85%) Management Information System
7 6 (2.64%) Credit Risk
8 5 (2.20%) Data Structures
8 5 (2.20%) Life Science
8 5 (2.20%) SWIFT
9 3 (1.32%) Data Extraction
9 3 (1.32%) Social Media
10 2 (0.88%) Computer Science
10 2 (0.88%) Informatics
10 2 (0.88%) NHS
10 2 (0.88%) N-Tier
10 2 (0.88%) Reference Data
11 1 (0.44%) Mainframe
11 1 (0.44%) Physics
Operating Systems
1 11 (4.85%) Windows
2 5 (2.20%) Unix
3 3 (1.32%) Windows 7
4 2 (0.88%) Linux
Processes & Methodologies
1 145 (63.88%) Business Intelligence
2 48 (21.15%) Agile Software Development
3 37 (16.30%) Analytics
4 35 (15.42%) Data Modelling
5 26 (11.45%) Data Analysis
6 23 (10.13%) Kimball Methodology
7 21 (9.25%) Mentoring
7 21 (9.25%) Performance Tuning
8 18 (7.93%) Data Management
9 17 (7.49%) Scrum
10 15 (6.61%) ETL Development
10 15 (6.61%) Information Management
11 14 (6.17%) Root Cause Analysis
12 13 (5.73%) Stakeholder Management
13 12 (5.29%) Data Analytics
14 10 (4.41%) Business Analysis
14 10 (4.41%) Continuous Improvement
14 10 (4.41%) CRM
14 10 (4.41%) Data Transformation
14 10 (4.41%) E-Commerce
Programming Languages
1 182 (80.18%) SQL
2 85 (37.44%) T-SQL
3 17 (7.49%) VBA
4 15 (6.61%) PL/SQL
5 13 (5.73%) C#
5 13 (5.73%) Java
6 7 (3.08%) Data Analysis Expressions (DAX)
7 6 (2.64%) VB
8 5 (2.20%) Bash Shell
8 5 (2.20%) Python
8 5 (2.20%) R
9 4 (1.76%) Perl
9 4 (1.76%) Ruby
9 4 (1.76%) Shell Script
10 2 (0.88%) ABAP
10 2 (0.88%) C
10 2 (0.88%) VB.NET
11 1 (0.44%) C++
11 1 (0.44%) COBOL
11 1 (0.44%) JavaScript
Qualifications
1 7 (3.08%) Degree
2 4 (1.76%) Microsoft Certification
3 2 (0.88%) PMI Certification
3 2 (0.88%) PMP
3 2 (0.88%) PRINCE2 Certification
3 2 (0.88%) SC Cleared
3 2 (0.88%) Security Cleared
4 1 (0.44%) Oracle Certification
4 1 (0.44%) PhD
Quality Assurance & Compliance
1 16 (7.05%) Data Quality
2 9 (3.96%) QA
3 5 (2.20%) SLA
System Software
1 1 (0.44%) Docker
1 1 (0.44%) HDFS
Systems Management
1 4 (1.76%) Control-M
Vendors
1 84 (37.00%) Microsoft
2 37 (16.30%) Oracle
3 25 (11.01%) Tableau
4 21 (9.25%) Informatica
5 16 (7.05%) Cognos
6 13 (5.73%) Talend
7 12 (5.29%) SAP
8 11 (4.85%) Ab Initio
9 10 (4.41%) Salesforce.com
10 8 (3.52%) Google
11 7 (3.08%) IBM
12 5 (2.20%) Bloomberg
12 5 (2.20%) Netezza
12 5 (2.20%) Remedy
12 5 (2.20%) Reuters
12 5 (2.20%) Teradata
12 5 (2.20%) Vertica
13 4 (1.76%) Cognizant
14 2 (0.88%) GoldenSource
14 2 (0.88%) Greenplum
Stockport
Computer Futures
Salary: competitive
Posted: 2 days ago
Manchester, Lancashire
Crimson Ltd
Salary: £45000 - £55000 per annum
Posted: Yesterday
Manchester
KDR Recruitment
Salary: £45000 - £60000 per annum + benefits
Posted: Yesterday
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: 2 days ago
Manchester, Lancashire
Uniting Ambition
Salary: £27.5k - 30k per year
Posted: 3 days ago
Cheshire
Rullion IT Plus
Salary: £45000 - £50000 per annum + Pension + Bonus + Holidays
Posted: 4 days ago
Lancashire
Maclean Moore Consulting
Salary: From £30,000 to £35,000 per annum Bonus, Pension, Healthcare, Holiday,
Posted: 3 days ago
Chester, Cheshire
Opus IT Consulting
Salary: £0.00 per annum
Posted: 3 days ago
Warrington, Cheshire
Harvey Nash plc
Posted: 4 days ago
Manchester, Lancashire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 4 days ago
Manchester
Nigel Frank International Ltd
Salary: £60000 per annum + Benefits
Posted: 5 days ago
Manchester
Venturi
Salary: £38000.00 - £45000.00 per annum + Bonus and Benefits
Posted: 8 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 days ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 days ago
Knutsford
Applause IT Ltd
Salary: £35000 per annum + Benefits
Posted: 17 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 14 days ago
Manchester
Computer Futures
Salary: competitive
Posted: 15 days ago
Stockport
Applause IT Ltd
Salary: £27000 - £36000 per annum + bens
Posted: 8 days ago
Liverpool, Merseyside
Seadrill Management
Salary: Competitive Salary
Posted: 17 days ago
Liverpool
Seadrill Management Ltd
Salary: Competitive
Posted: 17 days ago
Liverpool
Computer Futures
Salary: competitive
Posted: 18 days ago
Stockport
Applause IT Ltd
Salary: £28000 - £35000 per annum + 25 days hol + flexi-time, etc
Posted: 20 days ago
Knutsford
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Fantastic Benefits
Posted: 18 days ago
Liverpool
Computer Futures
Salary: £36000 - £46000 per annum + 10% bonus
Posted: 17 days ago
Liverpool
Computer Futures
Salary: £39999 - £48000 per annum + home working
Posted: 17 days ago
Cheshire
Lawrence Harvey
Salary: £50000.00 - £68000.00 per annum + benefits
Posted: 23 days ago
Cheshire
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum + benefits
Posted: 23 days ago
Knutsford, Cheshire
Cognizant
Posted: 24 days ago