Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
North West > Manchester
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 139 142 143
Rank change year-on-year +3 +1 +41
Permanent jobs citing ETL 186 155 140
As % of all permanent IT jobs advertised in Manchester 2.36% 2.09% 1.88%
As % of the Processes & Methodologies category 2.59% 2.30% 2.07%
Number of salaries quoted 158 137 121
Manchester median annual salary £42,625 £40,000 £44,000
Median salary % change year-on-year +6.56% -9.09% +3.53%
10th Percentile £27,500 £32,500 £30,000
90th Percentile £62,500 £56,250 £55,000
North West median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7172 6742 6762
As % of all permanent IT jobs advertised in Manchester 91.06% 91.11% 90.98%
Number of salaries quoted 5931 5779 5606
Manchester median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +3.90%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

ETL
Job Vacancy Trend in Manchester

Job postings citing ETL as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for ETL in Manchester

ETL
Salary Trend in Manchester

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

Salary trend for ETL in Manchester

ETL
Salary Histogram in Manchester

The salary distribution of IT jobs citing ETL in Manchester over the 6 months to 19 November 2017.

Salary histogram for ETL in Manchester

ETL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Manchester region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport -10 11 £34,250 -2.14% 1
Bury +9 8 £50,000 +36.99%
Bolton +7 4 £30,000 -33.33%
Altrincham -7 4 £40,000 -20.00%
Rochdale - 4 £57,000 -
Salford - 4 £41,500 -
Oldham - 3 £37,000 -
Wigan - 1 - -
ETL
North West

For the 6 months to 19 November 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 Manchester region with a requirement for ETL.

1 120 (64.52%) Business Intelligence
2 116 (62.37%) SQL
3 115 (61.83%) SQL Server
4 109 (58.60%) Data Warehouse
5 102 (54.84%) SQL Server Integration Services
6 86 (46.24%) SQL Server Reporting Services
7 76 (40.86%) Microsoft
8 60 (32.26%) Finance
9 57 (30.65%) T-SQL
10 54 (29.03%) SQL Server Analysis Services
11 52 (27.96%) Agile Software Development
12 46 (24.73%) Oracle
13 43 (23.12%) Power BI
14 40 (21.51%) Analytical Skills
15 38 (20.43%) Data Modelling
16 34 (18.28%) Microsoft Azure
17 32 (17.20%) Analytics
18 29 (15.59%) SQL Server 2008
19 28 (15.05%) Data Integration
19 28 (15.05%) .NET
20 27 (14.52%) Tableau
21 26 (13.98%) Retail
22 25 (13.44%) Data Management
22 25 (13.44%) SAP
23 23 (12.37%) Web Services
23 23 (12.37%) Informatica
23 23 (12.37%) DevOps
24 22 (11.83%) Data Quality
24 22 (11.83%) ASP.NET
24 22 (11.83%) Microsoft Excel

ETL
Co-occurring IT Skills in Manchester 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 8 (4.30%) OpenROAD
2 7 (3.76%) SharePoint
3 3 (1.61%) OpenEdge
4 1 (0.54%) Apache Spark
4 1 (0.54%) BizTalk Server
4 1 (0.54%) Confluence
4 1 (0.54%) SAS
Applications
1 22 (11.83%) Microsoft Excel
2 3 (1.61%) SPSS
3 2 (1.08%) Microsoft Office
4 1 (0.54%) Microsoft PowerPoint
4 1 (0.54%) MS Visio
Business Applications
1 6 (3.23%) Oracle EBS
2 4 (2.15%) Oracle ERP
3 1 (0.54%) Dynamics CRM
3 1 (0.54%) Dynamics NAV
3 1 (0.54%) Visualfiles
Cloud Services
1 34 (18.28%) Microsoft Azure
2 20 (10.75%) Amazon AWS
3 10 (5.38%) iPaaS
4 1 (0.54%) Amazon CloudWatch
4 1 (0.54%) AWS CloudFormation
Communications & Networking
1 8 (4.30%) WinSCP
2 7 (3.76%) HTTP
3 2 (1.08%) FTP
3 2 (1.08%) Intranet
Database & Business Intelligence
1 115 (61.83%) SQL Server
2 109 (58.60%) Data Warehouse
3 102 (54.84%) SQL Server Integration Services
4 86 (46.24%) SQL Server Reporting Services
5 54 (29.03%) SQL Server Analysis Services
6 43 (23.12%) Power BI
7 29 (15.59%) SQL Server 2008
8 21 (11.29%) SQL Server 2012
9 17 (9.14%) QlikView
10 15 (8.06%) SAP Data Services
11 13 (6.99%) BusinessObjects
11 13 (6.99%) SAP HANA
12 12 (6.45%) Relational Database
13 11 (5.91%) Oracle Database
14 10 (5.38%) Big Data
14 10 (5.38%) MySQL
14 10 (5.38%) Oracle BI EE
14 10 (5.38%) Oracle Reports
15 9 (4.84%) Oracle ODI
15 9 (4.84%) Oracle OWB
Development Applications
1 20 (10.75%) Visual Studio
2 9 (4.84%) Team Foundation Server
3 8 (4.30%) Subversion
4 5 (2.69%) Git (software)
4 5 (2.69%) SQL Server Management Studio (SSMS)
4 5 (2.69%) Talend Open Studio
5 4 (2.15%) JIRA
6 2 (1.08%) Selenium
6 2 (1.08%) WebDriver
6 2 (1.08%) Zephyr
7 1 (0.54%) Bitbucket
7 1 (0.54%) Eclipse
7 1 (0.54%) Jenkins
General
1 60 (32.26%) Finance
2 26 (13.98%) Retail
3 18 (9.68%) Legal
4 8 (4.30%) Back Office
5 4 (2.15%) Manufacturing
6 2 (1.08%) Advertising
6 2 (1.08%) Marketing
7 1 (0.54%) Banking
7 1 (0.54%) Law
7 1 (0.54%) Telecoms
Job Titles
1 113 (60.75%) Developer
2 61 (32.80%) SQL Developer
3 40 (21.51%) Business Intelligence Developer
4 34 (18.28%) SQL Server Developer
5 31 (16.67%) Architect
6 22 (11.83%) T-SQL Developer
7 21 (11.29%) Data Architect
8 15 (8.06%) Consultant
9 14 (7.53%) Business Developer
9 14 (7.53%) Senior Developer
9 14 (7.53%) SQL BI Developer
10 13 (6.99%) Analyst
10 13 (6.99%) Database Developer
11 12 (6.45%) DBA
11 12 (6.45%) SQL Database Developer
12 11 (5.91%) SSRS Developer
13 10 (5.38%) Business Consultant
13 10 (5.38%) Integration Architect
13 10 (5.38%) Senior Business Intelligence Developer
13 10 (5.38%) Technical Architect
Libraries, Frameworks & Software Standards
1 28 (15.05%) .NET
2 23 (12.37%) Web Services
3 22 (11.83%) ASP.NET
4 18 (9.68%) REST
5 16 (8.60%) CSS
6 15 (8.06%) .NET Framework
6 15 (8.06%) ASP.NET MVC
7 13 (6.99%) ASP.NET Web API
7 13 (6.99%) Entity Framework
8 11 (5.91%) XML
9 10 (5.38%) SOAP
10 9 (4.84%) JSON
11 8 (4.30%) AngularJS
11 8 (4.30%) ASP.NET MVC 5
11 8 (4.30%) jQuery
11 8 (4.30%) Ninject
11 8 (4.30%) React
11 8 (4.30%) Spring
11 8 (4.30%) Twitter Bootstrap
12 6 (3.23%) HTML5
Miscellaneous
1 40 (21.51%) Analytical Skills
2 14 (7.53%) Virtual Team
3 13 (6.99%) Data Structures
4 10 (5.38%) Hybrid Cloud
5 8 (4.30%) Enterprise Software
5 8 (4.30%) Management Information System
6 6 (3.23%) User Experience
7 5 (2.69%) Clustering
8 4 (2.15%) iPad
9 3 (1.61%) Greenfield Project
9 3 (1.61%) Renewable Energy
10 2 (1.08%) EPoS
10 2 (1.08%) Replication
11 1 (0.54%) Algorithms
Operating Systems
1 5 (2.69%) Windows
2 3 (1.61%) Linux
3 1 (0.54%) AIX
3 1 (0.54%) Windows 7
3 1 (0.54%) Windows Server
3 1 (0.54%) Windows Server 2012
Processes & Methodologies
1 120 (64.52%) Business Intelligence
2 52 (27.96%) Agile Software Development
3 38 (20.43%) Data Modelling
4 32 (17.20%) Analytics
5 28 (15.05%) Data Integration
6 25 (13.44%) Data Management
7 23 (12.37%) DevOps
8 19 (10.22%) Visualisation
9 17 (9.14%) SQL Optimisation
10 16 (8.60%) Master Data Management
11 15 (8.06%) Disaster Recovery
11 15 (8.06%) ETL Development
11 15 (8.06%) Migration
11 15 (8.06%) MVC
12 14 (7.53%) Data Analysis
12 14 (7.53%) Data Extraction
12 14 (7.53%) Scrum
13 13 (6.99%) Data Governance
14 12 (6.45%) High Availability
14 12 (6.45%) Kimball Methodology
Programming Languages
1 116 (62.37%) SQL
2 57 (30.65%) T-SQL
3 20 (10.75%) C#
4 9 (4.84%) JavaScript
5 8 (4.30%) PL/SQL
6 6 (3.23%) Java
7 4 (2.15%) R
7 4 (2.15%) VBA
8 3 (1.61%) VB
9 2 (1.08%) Python
10 1 (0.54%) COBOL
10 1 (0.54%) Data Analysis Expressions (DAX)
10 1 (0.54%) PHP
Qualifications
1 15 (8.06%) Degree
2 6 (3.23%) Microsoft Certification
3 3 (1.61%) MCP
4 2 (1.08%) HND
4 2 (1.08%) ISEB
4 2 (1.08%) ISTQB
4 2 (1.08%) MCDBA
4 2 (1.08%) MCPD
4 2 (1.08%) MCTS
5 1 (0.54%) MCSE
5 1 (0.54%) Numerate Degree
Quality Assurance & Compliance
1 22 (11.83%) Data Quality
2 11 (5.91%) QA
3 4 (2.15%) ISO 9001
3 4 (2.15%) ISO/IEC 27001
3 4 (2.15%) PCI DSS
Systems Management
1 1 (0.54%) Ambari
1 1 (0.54%) EMC NetWorker
1 1 (0.54%) Opscode Chef
1 1 (0.54%) Puppet
Vendors
1 76 (40.86%) Microsoft
2 46 (24.73%) Oracle
3 27 (14.52%) Tableau
4 25 (13.44%) SAP
5 23 (12.37%) Informatica
6 22 (11.83%) Cognos
7 8 (4.30%) Actian
7 8 (4.30%) IBM
8 7 (3.76%) Hortonworks
8 7 (3.76%) Teradata
9 6 (3.23%) Cloudera
9 6 (3.23%) Greenplum
9 6 (3.23%) Netezza
10 5 (2.69%) Talend
11 3 (1.61%) Capita
12 2 (1.08%) Alteryx
12 2 (1.08%) hybris
12 2 (1.08%) Salesforce.com
13 1 (0.54%) iManage
13 1 (0.54%) Vertica