The table below looks at the statistics for ETL skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 124 101 148
Rank change year-on-year
-23 +47
Permanent jobs citing ETL 74 97 51
As % of all permanent IT jobs located in Manchester 1.96% 2.49% 1.25%
As % of the Processes & Methodologies category 2.19% 2.76% 1.44%
Number of salaries quoted 63 85 46
Median salary £40,000 £44,000 £47,000
Median salary % change year-on-year
-9.09% -6.38%
90% offered a salary of more than £33,000 £30,000 £31,500
10% offered a salary of more than £52,500 £50,000 £73,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
North West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Manchester region.

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3384 3510 3550
As % of all permanent IT jobs located in Manchester 89.71% 89.95% 87.27%
Number of salaries quoted 2883 2901 2943
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year
+3.52% +6.25%
90% offered a salary of more than £30,000 £30,000 £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 Manchester

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

ETL Jobs Demand Trend in Manchester

ETL
Salary Trend in Manchester

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

ETL Salary Trend in Manchester

ETL
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing ETL across the Manchester region over the 3 months to 29 September 2016.

ETL Salary Histogram 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 3 months to 29 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
Stockport - 4 £36,250 - 2
Altrincham - 2 £50,000 -
ETL
North West

ETL
Top 30 Related IT Skills in Manchester

For the 6 months to 29 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 Manchester region with a requirement for ETL.

1 113 (81.29%) SQL
2 95 (68.35%) Business Intelligence
3 84 (60.43%) SQL Server
4 82 (58.99%) SQL Server Integration Services
5 77 (55.40%) SQL Server Reporting Services
5 77 (55.40%) Data Warehouse
6 56 (40.29%) SQL Server Analysis Services
7 54 (38.85%) T-SQL
8 49 (35.25%) Microsoft
9 40 (28.78%) Agile Software Development
10 37 (26.62%) .NET
11 36 (25.90%) MS Excel
12 35 (25.18%) Finance
13 26 (18.71%) Analytics
14 24 (17.27%) Data Integration
15 21 (15.11%) Oracle
15 21 (15.11%) C#
15 21 (15.11%) ASP.NET
16 20 (14.39%) XML
16 20 (14.39%) SQL Server 2008
16 20 (14.39%) iPad
16 20 (14.39%) Mentoring
17 19 (13.67%) Visualisation
17 19 (13.67%) Big Data
18 18 (12.95%) SQL Server 2012
19 17 (12.23%) MongoDB
19 17 (12.23%) DataStage
19 17 (12.23%) Data Transformation
20 16 (11.51%) Amazon AWS
20 16 (11.51%) QlikView

ETL
Top Related 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 6 (4.32%) CICS
2 5 (3.60%) SAS
3 3 (2.16%) Elasticsearch
3 3 (2.16%) SharePoint
4 2 (1.44%) BizTalk Server
4 2 (1.44%) IIS
5 1 (0.72%) Apache
5 1 (0.72%) Apache Spark
Applications
1 36 (25.90%) MS Excel
2 7 (5.04%) MS Office
3 3 (2.16%) SPSS
4 1 (0.72%) MS PowerPoint
Business Applications
1 3 (2.16%) Dynamics AX
2 1 (0.72%) Dynamics CRM
2 1 (0.72%) Oracle EBS
2 1 (0.72%) Oracle Financials
Cloud Services
1 16 (11.51%) Amazon AWS
2 9 (6.47%) Amazon EC2
3 6 (4.32%) Google Analytics
4 2 (1.44%) SaaS
5 1 (0.72%) Microsoft Azure
Communications & Networking
1 3 (2.16%) Firewall
2 1 (0.72%) DSL
2 1 (0.72%) HTTP
Database & Business Intelligence
1 84 (60.43%) SQL Server
2 82 (58.99%) SQL Server Integration Services
3 77 (55.40%) Data Warehouse
3 77 (55.40%) SQL Server Reporting Services
4 56 (40.29%) SQL Server Analysis Services
5 20 (14.39%) SQL Server 2008
6 19 (13.67%) Big Data
7 18 (12.95%) SQL Server 2012
8 17 (12.23%) DataStage
8 17 (12.23%) MongoDB
9 16 (11.51%) QlikView
10 15 (10.79%) MySQL
10 15 (10.79%) NoSQL
10 15 (10.79%) Relational Database
11 14 (10.07%) RDBMS
12 12 (8.63%) Amazon Redshift
13 11 (7.91%) Power BI
14 10 (7.19%) Data Mining
14 10 (7.19%) SQL Server 2014
15 8 (5.76%) OLAP
Development Applications
1 9 (6.47%) Visual Studio
2 6 (4.32%) Talend Open Studio
3 5 (3.60%) Team Foundation Server
4 4 (2.88%) NUnit
5 3 (2.16%) SQL Server Management Studio (SSMS)
6 2 (1.44%) MSTest
7 1 (0.72%) ERwin
7 1 (0.72%) IntelliJ
7 1 (0.72%) Jenkins
7 1 (0.72%) JUnit
7 1 (0.72%) Maven
7 1 (0.72%) TeamCity
7 1 (0.72%) tSQLt
General
1 35 (25.18%) Finance
2 13 (9.35%) Banking
3 11 (7.91%) Legal
4 8 (5.76%) Retail
5 4 (2.88%) Manufacturing
6 3 (2.16%) Marketing
7 2 (1.44%) Financial Institution
7 2 (1.44%) Games
7 2 (1.44%) Publishing
8 1 (0.72%) Advertising
8 1 (0.72%) Investment Banking
8 1 (0.72%) Law
Job Titles
1 92 (66.19%) Developer
2 46 (33.09%) SQL Developer
3 44 (31.65%) Business Intelligence Developer
4 13 (9.35%) ETL Developer
4 13 (9.35%) SQL BI Developer
5 12 (8.63%) Data Warehouse Developer
5 12 (8.63%) SSIS Developer
6 11 (7.91%) Analyst
7 8 (5.76%) Architect
7 8 (5.76%) Business Intelligence Architect
7 8 (5.76%) ETL Architect
7 8 (5.76%) SQL Server Developer
8 7 (5.04%) Data Engineer
8 7 (5.04%) Data Manager
8 7 (5.04%) Microsoft Developer
8 7 (5.04%) QlikView Developer
9 6 (4.32%) .NET Developer
9 6 (4.32%) Consultant
9 6 (4.32%) Data Architect
9 6 (4.32%) Test Manager
Libraries, Frameworks & Software Standards
1 37 (26.62%) .NET
2 21 (15.11%) ASP.NET
3 20 (14.39%) XML
4 5 (3.60%) .NET Framework
4 5 (3.60%) MDX
5 4 (2.88%) WCF
6 3 (2.16%) WinForms
7 2 (1.44%) ASP.NET MVC
7 2 (1.44%) ASP.NET Web Forms
7 2 (1.44%) Kafka
7 2 (1.44%) LINQ
7 2 (1.44%) Web Services
7 2 (1.44%) WF
7 2 (1.44%) WPF
7 2 (1.44%) WSDL
7 2 (1.44%) WSE
8 1 (0.72%) COM
8 1 (0.72%) EDI
8 1 (0.72%) Visualforce
Miscellaneous
1 24 (17.27%) Data Integration
2 20 (14.39%) iPad
3 19 (13.67%) Visualisation
4 13 (9.35%) Analytical Skills
5 6 (4.32%) Mainframe
5 6 (4.32%) VSAM
6 4 (2.88%) Data Extraction
6 4 (2.88%) Data Structures
7 3 (2.16%) Credit Risk
7 3 (2.16%) Management Information System
7 3 (2.16%) Replication
7 3 (2.16%) Statistics
8 2 (1.44%) Clustering
8 2 (1.44%) Informatics
9 1 (0.72%) Algorithms
9 1 (0.72%) Data Conversion
9 1 (0.72%) Smartphone
Operating Systems
1 8 (5.76%) Windows
2 3 (2.16%) Windows 7
3 2 (1.44%) Linux
4 1 (0.72%) Unix
Processes & Methodologies
1 95 (68.35%) Business Intelligence
2 40 (28.78%) Agile Software Development
3 26 (18.71%) Analytics
4 20 (14.39%) Mentoring
5 17 (12.23%) Data Transformation
6 16 (11.51%) Data Analysis
7 14 (10.07%) Data Management
7 14 (10.07%) Data Visualisation
8 13 (9.35%) Business Analysis
8 13 (9.35%) Customer Insight
9 12 (8.63%) Data Modelling
9 12 (8.63%) Kimball Methodology
9 12 (8.63%) Open Source
10 11 (7.91%) E-Commerce
11 9 (6.47%) Data Analytics
12 8 (5.76%) Scrum
13 7 (5.04%) ERP
13 7 (5.04%) Migration
13 7 (5.04%) Performance Tuning
13 7 (5.04%) Programme Management
Programming Languages
1 113 (81.29%) SQL
2 54 (38.85%) T-SQL
3 21 (15.11%) C#
4 14 (10.07%) Java
4 14 (10.07%) Python
5 10 (7.19%) Bash Shell
6 9 (6.47%) Perl
6 9 (6.47%) PL/SQL
6 9 (6.47%) Ruby
7 7 (5.04%) VBA
8 6 (4.32%) COBOL
8 6 (4.32%) JCL
8 6 (4.32%) VB
9 5 (3.60%) VB.NET
10 4 (2.88%) Data Analysis Expressions (DAX)
11 3 (2.16%) C++
11 3 (2.16%) PowerShell
12 2 (1.44%) ABAP
12 2 (1.44%) R
12 2 (1.44%) Shell Script
Qualifications
1 4 (2.88%) Microsoft Certification
2 1 (0.72%) Degree
2 1 (0.72%) Oracle Certification
2 1 (0.72%) PMI Certification
2 1 (0.72%) PMP
2 1 (0.72%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (6.47%) QA
2 6 (4.32%) Data Quality
System Software
1 1 (0.72%) HDFS
Vendors
1 49 (35.25%) Microsoft
2 21 (15.11%) Oracle
3 15 (10.79%) Informatica
4 13 (9.35%) Tableau
5 11 (7.91%) IBM
6 6 (4.32%) Cognizant
6 6 (4.32%) Talend
7 4 (2.88%) Cognos
7 4 (2.88%) Google
7 4 (2.88%) SAP
8 3 (2.16%) Ab Initio
8 3 (2.16%) JD Edwards
9 2 (1.44%) Netezza
9 2 (1.44%) RedGate
9 2 (1.44%) Teradata
9 2 (1.44%) Trillium
9 2 (1.44%) Vertica
10 1 (0.72%) Alteryx
10 1 (0.72%) Cloudera
10 1 (0.72%) Salesforce.com
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: 14 hours ago
Manchester
Energize Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 6 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Lawrence Harvey Enterprise
Salary: £40000.00 - £50000.00 per annum + pension, life assurance, discounts
Posted: 3 days ago
Manchester, Lancashire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Salford, Lancashire
Senitor Associates
Salary: £25000 - £35000 per annum + career development and benefits
Posted: 6 days ago
Manchester
Venturi
Salary: £30000 - £40000 per annum + Benefits
Posted: 9 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Bonus and Benefits
Posted: 6 days ago
Manchester
Cathcart Associates
Salary: £30000 - £40000 per annum
Posted: 15 days ago
Manchester
Venturi
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 15 days ago
Manchester, Lancashire
Peninsula
Salary: Market related
Posted: 22 days ago
Manchester
Venturi
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 23 days ago
Stockport
Applause IT Ltd
Salary: £27000 - £36000 per annum + bens
Posted: 20 days ago
Stockport
Applause IT Ltd
Salary: £38000 - £50000 per annum
Posted: 20 days ago