Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 134 119 133
Rank change year-on-year -15 +14 +28
Permanent jobs citing ETL 91 107 146
As % of all permanent IT jobs advertised in the East Midlands 1.93% 2.13% 2.24%
As % of the Processes & Methodologies category 2.11% 2.35% 2.49%
Number of salaries quoted 69 89 127
East Midlands median annual salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.56% -
10th Percentile £32,100 £27,000 £35,000
90th Percentile £65,750 £55,000 £53,750
England median annual salary £52,500 £50,000 £52,000
% change year-on-year +5.00% -3.85% -0.95%

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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4,320 4,548 5,868
As % of all permanent IT jobs advertised in the East Midlands 91.74% 90.36% 90.01%
Number of salaries quoted 3,447 3,784 4,642
East Midlands median annual salary £42,500 £40,000 £40,500
Median salary % change year-on-year +6.25% -1.23% +1.25%
10th Percentile £26,250 £25,250 £25,500
90th Percentile £68,750 £63,750 £62,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

ETL
Job Vacancy Trend in the East Midlands

Job postings citing ETL as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for ETL in the East Midlands

ETL
Salary Trend in the East Midlands

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

Salary trend for ETL in the East Midlands

ETL
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing ETL in the East Midlands over the 6 months to 17 October 2018.

Salary histogram for ETL in the East Midlands

ETL
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the East Midlands region over the 6 months to 17 October 2018. 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
Nottinghamshire +14 32 £43,500 -3.33% 8
Leicestershire -7 19 £42,500 - 1
Northamptonshire -21 16 £56,500 +94.83% 3
Derbyshire +5 15 £43,750 -7.89% 4
Lincolnshire +7 5 £31,500 -4.55% 2
ETL
England

For the 6 months to 17 October 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Midlands region with a requirement for ETL.

1 63 (69.23%) SQL
2 61 (67.03%) Business Intelligence
3 53 (58.24%) SQL Server Integration Services
4 51 (56.04%) SQL Server
5 48 (52.75%) Data Warehouse
6 46 (50.55%) SQL Server Reporting Services
7 42 (46.15%) Microsoft
8 41 (45.05%) SQL Server Analysis Services
9 36 (39.56%) Power BI
10 35 (38.46%) Agile Software Development
11 27 (29.67%) Analytics
12 24 (26.37%) Dimensional Modelling
13 23 (25.27%) T-SQL
13 23 (25.27%) Visualisation
14 18 (19.78%) Retail
14 18 (19.78%) Tableau
14 18 (19.78%) Relational Database
15 17 (18.68%) .NET
15 17 (18.68%) C#
16 16 (17.58%) Business Analysis
16 16 (17.58%) Kimball Methodology
17 15 (16.48%) Java
17 15 (16.48%) OLAP
18 14 (15.38%) Microsoft Azure
18 14 (15.38%) OLAP Cube
19 13 (14.29%) Analytical Skills
19 13 (14.29%) MDX
20 12 (13.19%) Data Modelling
20 12 (13.19%) Informatica
20 12 (13.19%) Big Data

ETL
Co-occurring IT Skills in the East Midlands 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 10 (10.99%) SharePoint
2 9 (9.89%) Apache Spark
3 2 (2.20%) SAS
4 1 (1.10%) PowerExchange
Applications
1 6 (6.59%) Microsoft Excel
2 4 (4.40%) Microsoft PowerPoint
3 1 (1.10%) Microsoft Office
Business Applications
1 10 (10.99%) Dynamics AX
2 4 (4.40%) NetSuite
3 2 (2.20%) Cognos Business Intelligence
4 1 (1.10%) Dynamics CRM
Cloud Services
1 14 (15.38%) Microsoft Azure
2 7 (7.69%) Amazon AWS
3 4 (4.40%) Azure Data Factory
4 3 (3.30%) Boomi
4 3 (3.30%) Office 365
5 1 (1.10%) Dynamics 365
5 1 (1.10%) IaaS
5 1 (1.10%) PaaS
Database & Business Intelligence
1 53 (58.24%) SQL Server Integration Services
2 51 (56.04%) SQL Server
3 48 (52.75%) Data Warehouse
4 46 (50.55%) SQL Server Reporting Services
5 41 (45.05%) SQL Server Analysis Services
6 36 (39.56%) Power BI
7 18 (19.78%) Relational Database
8 15 (16.48%) OLAP
9 14 (15.38%) OLAP Cube
10 12 (13.19%) Big Data
11 10 (10.99%) Hadoop
11 10 (10.99%) SQL Server 2012
12 8 (8.79%) Microsoft Analysis Services
13 6 (6.59%) SQL Server 2014
14 5 (5.49%) PostgreSQL
15 4 (4.40%) Azure SQL Database
15 4 (4.40%) NoSQL
15 4 (4.40%) SQL Server 2008
16 3 (3.30%) BusinessObjects
16 3 (3.30%) SQL Server 2016
Development Applications
1 7 (7.69%) Team Foundation Server
1 7 (7.69%) Visual Studio
2 4 (4.40%) JIRA
3 1 (1.10%) Visual Studio Team System
General
1 18 (19.78%) Retail
2 10 (10.99%) Finance
3 8 (8.79%) Manufacturing
4 5 (5.49%) Banking
5 3 (3.30%) Advertising
6 1 (1.10%) Games
6 1 (1.10%) Law
6 1 (1.10%) Marketing
Job Titles
1 45 (49.45%) Developer
2 22 (24.18%) Business Intelligence Developer
3 18 (19.78%) Analyst
4 12 (13.19%) Business Developer
5 11 (12.09%) SQL Developer
6 10 (10.99%) Data Engineer
7 9 (9.89%) Designer
8 8 (8.79%) Business Intelligence Analyst
8 8 (8.79%) ETL Developer
9 7 (7.69%) Architect
9 7 (7.69%) Data Warehouse Developer
9 7 (7.69%) Senior Developer
9 7 (7.69%) Solutions Designer
10 6 (6.59%) Big Data Engineer
10 6 (6.59%) SQL BI Developer
11 5 (5.49%) Senior Business Intelligence Developer
12 4 (4.40%) Cloud Engineer
12 4 (4.40%) Migration Analyst
12 4 (4.40%) SSIS Developer
12 4 (4.40%) SSRS Developer
Libraries, Frameworks & Software Standards
1 17 (18.68%) .NET
2 13 (14.29%) MDX
3 5 (5.49%) ASP.NET
3 5 (5.49%) Kafka
4 4 (4.40%) Web Services
4 4 (4.40%) XML
5 1 (1.10%) ASP.NET MVC
5 1 (1.10%) CSS
5 1 (1.10%) HTML
5 1 (1.10%) jQuery
5 1 (1.10%) Spring
Miscellaneous
1 13 (14.29%) Analytical Skills
2 10 (10.99%) Greenfield Project
3 4 (4.40%) Computer Science
3 4 (4.40%) EPoS
3 4 (4.40%) FMCG
4 3 (3.30%) Private Cloud
5 2 (2.20%) Data Structures
6 1 (1.10%) Analytical Mindset
6 1 (1.10%) NHS
6 1 (1.10%) Replication
Operating Systems
1 1 (1.10%) Linux
1 1 (1.10%) Unix
Processes & Methodologies
1 61 (67.03%) Business Intelligence
2 35 (38.46%) Agile Software Development
3 27 (29.67%) Analytics
4 24 (26.37%) Dimensional Modelling
5 23 (25.27%) Visualisation
6 16 (17.58%) Business Analysis
6 16 (17.58%) Kimball Methodology
7 12 (13.19%) Data Modelling
8 11 (12.09%) ERP
8 11 (12.09%) IT Strategy
9 10 (10.99%) Dashboard Development
9 10 (10.99%) Data Governance
10 8 (8.79%) Actionable Insight
10 8 (8.79%) Data Management
10 8 (8.79%) Performance Tuning
10 8 (8.79%) Scorecard
11 7 (7.69%) Problem-Solving
11 7 (7.69%) Stakeholder Management
12 6 (6.59%) Customer Insight
12 6 (6.59%) Multichannel Retail
Programming Languages
1 63 (69.23%) SQL
2 23 (25.27%) T-SQL
3 17 (18.68%) C#
4 15 (16.48%) Java
5 7 (7.69%) PL/SQL
5 7 (7.69%) Python
6 2 (2.20%) Data Analysis Expressions (DAX)
7 1 (1.10%) JavaScript
7 1 (1.10%) Scala
7 1 (1.10%) Shell Script
7 1 (1.10%) VB.NET
Qualifications
1 4 (4.40%) Microsoft Certification
2 3 (3.30%) Degree
3 1 (1.10%) Computer Science Degree
3 1 (1.10%) Master's Degree
3 1 (1.10%) MBCS
Quality Assurance & Compliance
1 6 (6.59%) Data Quality
2 1 (1.10%) GDPR
2 1 (1.10%) PMO
Systems Management
1 1 (1.10%) Oozie
1 1 (1.10%) Systems Management Server (SMS)
Vendors
1 42 (46.15%) Microsoft
2 18 (19.78%) Tableau
3 12 (13.19%) Informatica
4 9 (9.89%) Cognos
4 9 (9.89%) Oracle
5 8 (8.79%) Teradata
6 5 (5.49%) Alteryx
7 4 (4.40%) Hortonworks
7 4 (4.40%) JD Edwards
8 3 (3.30%) Dell
8 3 (3.30%) Google
8 3 (3.30%) MuleSoft
9 2 (2.20%) SAP
10 1 (1.10%) Ab Initio
10 1 (1.10%) Birst
10 1 (1.10%) Cloudera
10 1 (1.10%) Netezza