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

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 107 82 141
Rank change year-on-year
-25 +59
Permanent jobs citing ETL 166 231 128
As % of all permanent IT jobs located in the North West 2.65% 3.42% 1.73%
As % of the Processes & Methodologies category 3.01% 3.86% 2.00%
Number of salaries quoted 138 213 105
Median salary £40,500 £41,750 £37,500
Median salary % change year-on-year
-2.99% +11.33%
90% offered a salary of more than £32,200 £30,459 £30,000
10% offered a salary of more than £57,500 £50,000 £64,200
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 North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5510 5979 6394
As % of all permanent IT jobs located in the North West 88.10% 88.47% 86.52%
Number of salaries quoted 4600 4969 5207
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £29,000 £28,500 £27,500
10% offered a salary of more than £60,000 £58,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 24 September 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 24 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
Manchester -30 70 £40,750 -7.38% 19
Cheshire 0 55 £45,000 +12.50% 4
Merseyside +7 31 £37,500 -5.06% 2
Lancashire -12 5 £40,000 +31.32% 2
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 24 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 North West region with a requirement for ETL.

1 229 (82.37%) SQL
2 177 (63.67%) SQL Server
2 177 (63.67%) Business Intelligence
3 160 (57.55%) SQL Server Integration Services
4 150 (53.96%) SQL Server Reporting Services
5 140 (50.36%) Data Warehouse
6 114 (41.01%) Microsoft
7 108 (38.85%) T-SQL
8 84 (30.22%) MS Excel
9 83 (29.86%) SQL Server Analysis Services
10 72 (25.90%) Agile Software Development
11 67 (24.10%) Finance
12 61 (21.94%) Analytical Skills
13 56 (20.14%) SQL Server 2008
14 51 (18.35%) SQL Server 2012
15 50 (17.99%) .NET
16 47 (16.91%) Oracle
17 46 (16.55%) Analytics
18 42 (15.11%) Data Modelling
19 41 (14.75%) Data Integration
20 38 (13.67%) Relational Database
21 33 (11.87%) MySQL
22 32 (11.51%) VBA
23 30 (10.79%) Big Data
24 29 (10.43%) Kimball Methodology
25 28 (10.07%) MS Office
26 27 (9.71%) C#
26 27 (9.71%) QlikView
27 26 (9.35%) Data Management
27 26 (9.35%) iPad

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 25 (8.99%) SharePoint
2 6 (2.16%) SAS
3 5 (1.80%) CICS
4 3 (1.08%) Elasticsearch
5 2 (0.72%) BizTalk Server
5 2 (0.72%) IIS
6 1 (0.36%) Apache
6 1 (0.36%) Apache Spark
Applications
1 84 (30.22%) MS Excel
2 28 (10.07%) MS Office
3 4 (1.44%) MS Visio
4 3 (1.08%) SPSS
5 1 (0.36%) MS PowerPoint
Business Applications
1 5 (1.80%) Dynamics CRM
2 3 (1.08%) Cognos Business Intelligence
2 3 (1.08%) Dynamics AX
3 2 (0.72%) Salesforce.com CRM
4 1 (0.36%) Dynamics NAV
4 1 (0.36%) Oracle EBS
Cloud Services
1 16 (5.76%) Amazon AWS
2 9 (3.24%) Amazon EC2
3 7 (2.52%) Microsoft Azure
4 4 (1.44%) Google Analytics
5 3 (1.08%) Office 365
6 2 (0.72%) SaaS
7 1 (0.36%) Amazon Kinesis
7 1 (0.36%) Amazon S3
7 1 (0.36%) AWS Elastic Beanstalk
Communications & Networking
1 3 (1.08%) Firewall
2 1 (0.36%) DSL
2 1 (0.36%) HTTP
2 1 (0.36%) SAN
Database & Business Intelligence
1 177 (63.67%) SQL Server
2 160 (57.55%) SQL Server Integration Services
3 150 (53.96%) SQL Server Reporting Services
4 140 (50.36%) Data Warehouse
5 83 (29.86%) SQL Server Analysis Services
6 56 (20.14%) SQL Server 2008
7 51 (18.35%) SQL Server 2012
8 38 (13.67%) Relational Database
9 33 (11.87%) MySQL
10 30 (10.79%) Big Data
11 27 (9.71%) QlikView
12 25 (8.99%) Power BI
13 21 (7.55%) Oracle BI EE
14 20 (7.19%) MongoDB
14 20 (7.19%) Oracle ODI
15 19 (6.83%) RDBMS
16 18 (6.47%) Data Mining
16 18 (6.47%) NoSQL
16 18 (6.47%) SQL Server 2014
17 16 (5.76%) DataStage
Development Applications
1 20 (7.19%) Talend Open Studio
2 14 (5.04%) Team Foundation Server
2 14 (5.04%) Visual Studio
3 4 (1.44%) Eclipse
3 4 (1.44%) NUnit
4 3 (1.08%) SQL Server Management Studio (SSMS)
5 2 (0.72%) MSTest
6 1 (0.36%) ERwin
6 1 (0.36%) IntelliJ
6 1 (0.36%) Jenkins
6 1 (0.36%) JUnit
6 1 (0.36%) Maven
6 1 (0.36%) Selenium
6 1 (0.36%) SoapUI
6 1 (0.36%) TeamCity
6 1 (0.36%) tSQLt
6 1 (0.36%) WebDriver
General
1 67 (24.10%) Finance
2 23 (8.27%) Banking
3 18 (6.47%) Billing
4 17 (6.12%) Legal
5 13 (4.68%) Manufacturing
6 12 (4.32%) Retail
7 7 (2.52%) Advertising
8 4 (1.44%) Law
8 4 (1.44%) Retail Banking
9 3 (1.08%) Games
10 2 (0.72%) Financial Institution
10 2 (0.72%) Investment Banking
10 2 (0.72%) Marketing
10 2 (0.72%) Publishing
Job Titles
1 170 (61.15%) Developer
2 74 (26.62%) Business Intelligence Developer
2 74 (26.62%) SQL Developer
3 36 (12.95%) Analyst
4 27 (9.71%) DBA
5 26 (9.35%) SQL DBA
6 24 (8.63%) SSIS Developer
7 20 (7.19%) Business Intelligence Analyst
7 20 (7.19%) Data Warehouse Developer
8 19 (6.83%) ETL Developer
9 17 (6.12%) Oracle Developer
10 15 (5.40%) SQL BI Developer
11 14 (5.04%) Data Analyst
11 14 (5.04%) Database Developer
12 13 (4.68%) Architect
12 13 (4.68%) Oracle BI Developer
13 12 (4.32%) SQL Server Developer
13 12 (4.32%) SSRS Developer
14 10 (3.60%) ETL Architect
14 10 (3.60%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 50 (17.99%) .NET
2 24 (8.63%) ASP.NET
3 21 (7.55%) XML
4 9 (3.24%) MDX
5 8 (2.88%) Web Services
6 6 (2.16%) .NET Framework
7 4 (1.44%) WCF
7 4 (1.44%) WinForms
8 2 (0.72%) ASP.NET MVC
8 2 (0.72%) ASP.NET Web Forms
8 2 (0.72%) EDI
8 2 (0.72%) Kafka
8 2 (0.72%) LINQ
8 2 (0.72%) WF
8 2 (0.72%) WPF
8 2 (0.72%) WSDL
8 2 (0.72%) WSE
9 1 (0.36%) COM
9 1 (0.36%) Middleware
9 1 (0.36%) Visualforce
Miscellaneous
1 61 (21.94%) Analytical Skills
2 41 (14.75%) Data Integration
3 26 (9.35%) iPad
4 18 (6.47%) Visualisation
5 17 (6.12%) Replication
6 10 (3.60%) Clustering
7 8 (2.88%) Management Information System
8 5 (1.80%) Data Extraction
8 5 (1.80%) Life Science
8 5 (1.80%) Mainframe
8 5 (1.80%) VSAM
9 4 (1.44%) Credit Risk
9 4 (1.44%) Data Structures
9 4 (1.44%) Reference Data
10 3 (1.08%) Computer Science
10 3 (1.08%) Private Cloud
10 3 (1.08%) Social Media
10 3 (1.08%) Statistics
11 2 (0.72%) Informatics
12 1 (0.36%) Physics
Operating Systems
1 13 (4.68%) Windows
2 5 (1.80%) Unix
3 3 (1.08%) Linux
3 3 (1.08%) Windows 10
3 3 (1.08%) Windows 7
4 1 (0.36%) Windows Server
Processes & Methodologies
1 177 (63.67%) Business Intelligence
2 72 (25.90%) Agile Software Development
3 46 (16.55%) Analytics
4 42 (15.11%) Data Modelling
5 29 (10.43%) Kimball Methodology
6 26 (9.35%) Data Management
6 26 (9.35%) Mentoring
7 24 (8.63%) Performance Tuning
8 23 (8.27%) Data Analysis
9 18 (6.47%) Data Transformation
9 18 (6.47%) Scrum
10 15 (5.40%) Business Analysis
10 15 (5.40%) Data Analytics
11 14 (5.04%) Customer Insight
11 14 (5.04%) Root Cause Analysis
11 14 (5.04%) Stakeholder Management
11 14 (5.04%) Unit Testing
12 13 (4.68%) Data Visualisation
12 13 (4.68%) Open Source
13 12 (4.32%) High Availability
Programming Languages
1 229 (82.37%) SQL
2 108 (38.85%) T-SQL
3 32 (11.51%) VBA
4 27 (9.71%) C#
5 20 (7.19%) PL/SQL
6 18 (6.47%) Java
7 13 (4.68%) Python
8 11 (3.96%) Bash Shell
8 11 (3.96%) VB
9 9 (3.24%) Perl
9 9 (3.24%) Ruby
10 8 (2.88%) PowerShell
11 6 (2.16%) Data Analysis Expressions (DAX)
12 5 (1.80%) COBOL
12 5 (1.80%) JCL
12 5 (1.80%) R
12 5 (1.80%) Shell Script
12 5 (1.80%) VB.NET
13 3 (1.08%) C
13 3 (1.08%) C++
Qualifications
1 9 (3.24%) Microsoft Certification
2 5 (1.80%) Degree
3 2 (0.72%) MBA
3 2 (0.72%) PMI Certification
3 2 (0.72%) PMP
3 2 (0.72%) PRINCE2 Certification
3 2 (0.72%) SC Cleared
3 2 (0.72%) Security Cleared
4 1 (0.36%) Oracle Certification
4 1 (0.36%) PhD
Quality Assurance & Compliance
1 26 (9.35%) Data Quality
2 13 (4.68%) QA
3 1 (0.36%) SLA
System Software
1 1 (0.36%) Docker
1 1 (0.36%) HDFS
Systems Management
1 6 (2.16%) Control-M
Vendors
1 114 (41.01%) Microsoft
2 47 (16.91%) Oracle
3 24 (8.63%) Tableau
4 22 (7.91%) Informatica
5 20 (7.19%) Talend
6 18 (6.47%) Cognos
7 16 (5.76%) Teradata
8 15 (5.40%) Ab Initio
9 11 (3.96%) IBM
9 11 (3.96%) SAP
10 9 (3.24%) HP
11 7 (2.52%) Google
11 7 (2.52%) Netezza
12 6 (2.16%) Cognizant
12 6 (2.16%) Vertica
13 5 (1.80%) Hyperion
13 5 (1.80%) Salesforce.com
14 4 (1.44%) GoldenSource
15 3 (1.08%) JD Edwards
16 2 (0.72%) Siebel
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 2 days ago
Salford, Lancashire
Senitor Associates
Salary: £25000 - £35000 per annum + career development and benefits
Posted: Yesterday
Chorley, Lancashire
Oscar
Salary: £35000 - £40000 per annum + Benefits
Posted: Yesterday
Warrington, Cheshire
Harvey Nash plc
Posted: 2 days ago
Manchester, Lancashire
Venturi
Salary: £30000 - £40000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Bonus and Benefits
Posted: Yesterday
Chorley, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Linking Humans Limited
Salary: From £40,000 to £50,000 per annum + flexi-time +33 days holidays+ more
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £35000 - £45000 per annum + Benefits
Posted: 4 days ago
Liverpool, Merseyside
Rullion IT Plus
Salary: £35000 - £40000 per annum + benefits
Posted: 4 days ago
Manchester, Lancashire
onezeero.
Salary: £40000 - £45000 per annum + bonus and benefits
Posted: 4 days ago
Manchester
Cathcart Associates
Salary: £30000 - £40000 per annum
Posted: 11 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £35000 per annum
Posted: 5 days ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 5 days ago
Manchester
Venturi
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 11 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 17 days ago
Manchester, Lancashire
Peninsula
Salary: Market related
Posted: 17 days ago
Manchester
Venturi
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 18 days ago
North West
Cognizant
Posted: 5 days ago
Manchester
Adria Solutions Ltd
Salary: £35000 - £42000 per annum + Benefits
Posted: 24 days ago
Stockport
Applause IT Ltd
Salary: £27000 - £36000 per annum + bens
Posted: 16 days ago
Stockport
Applause IT Ltd
Salary: £38000 - £50000 per annum
Posted: 16 days ago
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + benefits
Posted: 25 days ago