Period
to 21 January 2019

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 21 January 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 121 151 131
Rank change year-on-year +30 -20 +9
Permanent jobs citing ETL 90 81 134
As % of all permanent IT jobs advertised in the East Midlands 2.13% 1.59% 2.21%
As % of the Processes & Methodologies category 2.29% 1.74% 2.43%
Number of salaries quoted 49 66 125
East Midlands median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% -10.00%
10th Percentile £35,750 £27,000 £35,000
90th Percentile £70,500 £57,500 £54,500
England median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +2.94%

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 3,936 4,659 5,517
As % of all permanent IT jobs advertised in the East Midlands 93.18% 91.21% 90.86%
Number of salaries quoted 2,868 3,915 4,409
East Midlands median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £26,250 £25,000 £26,000
90th Percentile £68,750 £65,000 £65,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 21 January 2019.

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 21 January 2019. 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
Leicestershire +3 51 £42,500 +6.25% 4
Northamptonshire -8 17 £56,500 +82.26% 2
Nottinghamshire +23 13 £43,250 -3.89% 4
Derbyshire +24 7 £67,500 +50.00%
Lincolnshire +11 1 £40,000 +8.11% 2
ETL
England

For the 6 months to 21 January 2019, 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 70 (77.78%) SQL
2 66 (73.33%) Business Intelligence
3 65 (72.22%) SQL Server Integration Services
4 64 (71.11%) SQL Server
5 63 (70.00%) Microsoft
6 61 (67.78%) SQL Server Reporting Services
7 56 (62.22%) SQL Server Analysis Services
8 54 (60.00%) Data Warehouse
9 52 (57.78%) Visualisation
10 47 (52.22%) Power BI
11 42 (46.67%) Tableau
11 42 (46.67%) MDX
12 38 (42.22%) T-SQL
12 38 (42.22%) Analytical Skills
13 36 (40.00%) Microsoft Analysis Services
14 34 (37.78%) SAS
15 33 (36.67%) Agile Software Development
15 33 (36.67%) Retail
16 32 (35.56%) Data Analysis Expressions (DAX)
17 30 (33.33%) Big Data
17 30 (33.33%) Marketing
18 29 (32.22%) Hadoop
19 25 (27.78%) SQL Server 2012
20 23 (25.56%) Team Foundation Server
21 20 (22.22%) Analytics
21 20 (22.22%) SAS EBI
22 19 (21.11%) Visual Studio
23 18 (20.00%) Scrum
23 18 (20.00%) Dimensional Modelling
23 18 (20.00%) Relational Database

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 34 (37.78%) SAS
2 9 (10.00%) SharePoint
3 6 (6.67%) Apache Spark
4 1 (1.11%) Apache Pig
Applications
1 2 (2.22%) Microsoft Excel
2 1 (1.11%) Microsoft PowerPoint
Business Applications
1 11 (12.22%) Dynamics AX
2 4 (4.44%) NetSuite
3 2 (2.22%) Cognos Business Intelligence
4 1 (1.11%) Dynamics CRM
Cloud Services
1 10 (11.11%) Microsoft Azure
2 6 (6.67%) Amazon AWS
3 4 (4.44%) Azure Data Factory
4 3 (3.33%) Boomi
5 2 (2.22%) Dynamics 365
6 1 (1.11%) IaaS
6 1 (1.11%) Office 365
6 1 (1.11%) PaaS
Database & Business Intelligence
1 65 (72.22%) SQL Server Integration Services
2 64 (71.11%) SQL Server
3 61 (67.78%) SQL Server Reporting Services
4 56 (62.22%) SQL Server Analysis Services
5 54 (60.00%) Data Warehouse
6 47 (52.22%) Power BI
7 36 (40.00%) Microsoft Analysis Services
8 30 (33.33%) Big Data
9 29 (32.22%) Hadoop
10 25 (27.78%) SQL Server 2012
11 20 (22.22%) SAS EBI
12 18 (20.00%) Relational Database
13 11 (12.22%) OLAP
14 10 (11.11%) OLAP Cube
15 4 (4.44%) BusinessObjects
15 4 (4.44%) SQL Server 2008
16 3 (3.33%) NoSQL
16 3 (3.33%) Oracle Database
17 2 (2.22%) Amazon Redshift
17 2 (2.22%) SAP HANA
Development Applications
1 23 (25.56%) Team Foundation Server
2 19 (21.11%) Visual Studio
3 1 (1.11%) JIRA
General
1 33 (36.67%) Retail
2 30 (33.33%) Marketing
3 12 (13.33%) Finance
4 8 (8.89%) Manufacturing
5 5 (5.56%) Banking
6 3 (3.33%) Advertising
7 2 (2.22%) Front Office
8 1 (1.11%) Law
Job Titles
1 58 (64.44%) Developer
2 45 (50.00%) Business Intelligence Developer
3 34 (37.78%) Senior Developer
4 33 (36.67%) Senior Business Intelligence Developer
5 15 (16.67%) Lead Developer
6 14 (15.56%) Business Intelligence Lead
7 11 (12.22%) Analyst
7 11 (12.22%) SSIS Developer
7 11 (12.22%) SSRS Developer
8 9 (10.00%) Architect
8 9 (10.00%) SSAS Developer
9 8 (8.89%) Business Intelligence Analyst
10 7 (7.78%) Business Developer
10 7 (7.78%) SQL Developer
11 6 (6.67%) ETL Developer
12 5 (5.56%) Designer
12 5 (5.56%) SQL BI Developer
13 4 (4.44%) Data Architect
13 4 (4.44%) Solutions Designer
14 3 (3.33%) Integration Architect
Libraries, Frameworks & Software Standards
1 42 (46.67%) MDX
2 6 (6.67%) .NET
3 5 (5.56%) Kafka
4 4 (4.44%) XML
5 2 (2.22%) ASP.NET
5 2 (2.22%) Web Services
6 1 (1.11%) RESTful
Miscellaneous
1 38 (42.22%) Analytical Skills
2 4 (4.44%) Credit Risk
3 2 (2.22%) Greenfield Project
3 2 (2.22%) Private Cloud
Operating Systems
1 1 (1.11%) Linux
Processes & Methodologies
1 66 (73.33%) Business Intelligence
2 52 (57.78%) Visualisation
3 33 (36.67%) Agile Software Development
4 20 (22.22%) Analytics
5 18 (20.00%) Dimensional Modelling
5 18 (20.00%) Scrum
6 13 (14.44%) ERP
7 12 (13.33%) Data Modelling
7 12 (13.33%) Kimball Methodology
8 11 (12.22%) Business Analysis
8 11 (12.22%) IT Strategy
9 10 (11.11%) Coaching
9 10 (11.11%) Dashboard Development
10 9 (10.00%) Scorecard
11 7 (7.78%) Data Governance
11 7 (7.78%) Risk Management
12 6 (6.67%) Data Analysis
12 6 (6.67%) Data Integration
12 6 (6.67%) Data Management
13 5 (5.56%) Stakeholder Management
Programming Languages
1 70 (77.78%) SQL
2 38 (42.22%) T-SQL
3 32 (35.56%) Data Analysis Expressions (DAX)
4 14 (15.56%) R
5 10 (11.11%) Java
6 7 (7.78%) C#
7 4 (4.44%) PL/SQL
7 4 (4.44%) Python
8 1 (1.11%) Scala
8 1 (1.11%) VB
Qualifications
1 4 (4.44%) Microsoft Certification
2 3 (3.33%) Degree
3 2 (2.22%) Computer Science Degree
3 2 (2.22%) Master's Degree
4 1 (1.11%) MBCS
Quality Assurance & Compliance
1 18 (20.00%) GDPR
2 2 (2.22%) Basel III
2 2 (2.22%) COREP
2 2 (2.22%) CRD IV
2 2 (2.22%) Data Quality
3 1 (1.11%) QA
System Software
1 1 (1.11%) Apache Flume
Systems Management
1 1 (1.11%) Control-M
1 1 (1.11%) Oozie
Vendors
1 63 (70.00%) Microsoft
2 42 (46.67%) Tableau
3 10 (11.11%) Cognos
4 8 (8.89%) Oracle
5 7 (7.78%) Informatica
5 7 (7.78%) Teradata
6 4 (4.44%) Alteryx
6 4 (4.44%) Hortonworks
6 4 (4.44%) JD Edwards
7 3 (3.33%) Dell
7 3 (3.33%) MuleSoft
8 2 (2.22%) Ab Initio
8 2 (2.22%) Birst
8 2 (2.22%) Google
8 2 (2.22%) Netezza
8 2 (2.22%) SAP
9 1 (1.11%) Cloudera
9 1 (1.11%) Databricks