Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Buckinghamshire > Milton Keynes
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 65 112 109
Rank change year-on-year +47 -3 +15
Permanent jobs citing ETL 64 22 56
As % of all permanent IT jobs advertised in Milton Keynes 3.85% 1.33% 2.07%
As % of the Processes & Methodologies category 4.26% 1.50% 2.37%
Number of salaries quoted 53 17 52
Milton Keynes median annual salary £57,500 £43,500 £37,500
Median salary % change year-on-year +32.18% +16.00% -25.00%
10th Percentile £35,844 £26,950 £30,250
90th Percentile £71,000 £53,750 £52,500
Buckinghamshire median annual salary £52,500 £43,500 £46,000
% change year-on-year +20.69% -5.43% -3.16%

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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Permanent vacancies with a requirement for process or methodology skills 1504 1471 2360
As % of all permanent IT jobs advertised in Milton Keynes 90.55% 88.77% 87.34%
Number of salaries quoted 1116 1285 1949
Milton Keynes median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £65,000 £62,500 £61,000
Buckinghamshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

ETL
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for ETL in Milton Keynes

ETL
Salary Trend in Milton Keynes

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

Salary trend for ETL in Milton Keynes

ETL
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing ETL in Milton Keynes over the 6 months to 20 November 2017.

Salary histogram for ETL in Milton Keynes

For the 6 months to 20 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 Milton Keynes region with a requirement for ETL.

1 43 (67.19%) Business Intelligence
2 40 (62.50%) Data Warehouse
3 29 (45.31%) SQL
4 28 (43.75%) Hadoop
5 24 (37.50%) Finance
5 24 (37.50%) Big Data
6 21 (32.81%) Agile Software Development
6 21 (32.81%) Oracle
7 18 (28.13%) SQL Server
7 18 (28.13%) NoSQL
8 17 (26.56%) SQL Server Integration Services
8 17 (26.56%) Analytical Skills
9 16 (25.00%) Banking
10 15 (23.44%) Apache Hive
10 15 (23.44%) BusinessObjects
10 15 (23.44%) Apache Spark
10 15 (23.44%) Analytics
11 14 (21.88%) Virtual Team
12 13 (20.31%) SQL Server Reporting Services
13 12 (18.75%) Tableau
13 12 (18.75%) Cognos
14 11 (17.19%) Data Extraction
14 11 (17.19%) QlikView
14 11 (17.19%) Data Quality
15 10 (15.63%) Cloudera
15 10 (15.63%) Data Governance
15 10 (15.63%) Scala
15 10 (15.63%) Java
15 10 (15.63%) IBM
15 10 (15.63%) Microsoft

ETL
Co-occurring IT Skills in Milton Keynes 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 15 (23.44%) Apache Spark
2 5 (7.81%) Confluence
3 4 (6.25%) SAS
Applications
1 2 (3.13%) Microsoft Excel
Cloud Services
1 5 (7.81%) GitHub
2 2 (3.13%) Amazon AWS
2 2 (3.13%) IaaS
2 2 (3.13%) Microsoft Azure
Database & Business Intelligence
1 40 (62.50%) Data Warehouse
2 28 (43.75%) Hadoop
3 24 (37.50%) Big Data
4 18 (28.13%) NoSQL
4 18 (28.13%) SQL Server
5 17 (26.56%) SQL Server Integration Services
6 15 (23.44%) Apache Hive
6 15 (23.44%) BusinessObjects
7 13 (20.31%) SQL Server Reporting Services
8 11 (17.19%) QlikView
9 9 (14.06%) Impala
10 7 (10.94%) Cloudera CDH
10 7 (10.94%) Relational Database
11 6 (9.38%) OLAP
11 6 (9.38%) Pentaho
11 6 (9.38%) PowerCenter
12 5 (7.81%) DataStage
12 5 (7.81%) Oracle OLAP
12 5 (7.81%) Sqoop
13 4 (6.25%) SAS EBI
Development Applications
1 7 (10.94%) Talend Open Studio
2 5 (7.81%) Bitbucket
2 5 (7.81%) Jenkins
2 5 (7.81%) JIRA
2 5 (7.81%) Maven
2 5 (7.81%) Sonatype Nexus
3 3 (4.69%) Team Foundation Server
4 2 (3.13%) Git (software)
4 2 (3.13%) Mercurial
4 2 (3.13%) Oracle Forms
4 2 (3.13%) Subversion
General
1 24 (37.50%) Finance
2 16 (25.00%) Banking
3 9 (14.06%) Spanish Language
4 8 (12.50%) Retail
5 5 (7.81%) Games
6 4 (6.25%) Dutch Language
6 4 (6.25%) French Language
6 4 (6.25%) German Language
6 4 (6.25%) Italian Language
Job Titles
1 20 (31.25%) Developer
2 15 (23.44%) Consultant
3 9 (14.06%) Business Consultant
3 9 (14.06%) Business Intelligence Consultant
4 7 (10.94%) Analyst
4 7 (10.94%) Architect
4 7 (10.94%) Big Data Engineer
4 7 (10.94%) Business Intelligence Architect
4 7 (10.94%) Data Architect
4 7 (10.94%) Data Engineer
4 7 (10.94%) Hadoop Engineer
5 6 (9.38%) Report Developer
6 5 (7.81%) Big Data Manager
6 5 (7.81%) Business Intelligence Developer
6 5 (7.81%) Data Manager
6 5 (7.81%) NoSQL Engineer
7 4 (6.25%) Business Intelligence Analyst
7 4 (6.25%) SAS BI Developer
7 4 (6.25%) SAS Developer
7 4 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (12.50%) Kafka
2 2 (3.13%) Oracle GoldenGate
Miscellaneous
1 17 (26.56%) Analytical Skills
2 14 (21.88%) Virtual Team
3 4 (6.25%) Management Information System
4 3 (4.69%) Greenfield Project
5 2 (3.13%) Blog
5 2 (3.13%) Linux Command Line
5 2 (3.13%) Replication
6 1 (1.56%) Data Structures
6 1 (1.56%) Fintech
Operating Systems
1 3 (4.69%) Unix
Processes & Methodologies
1 43 (67.19%) Business Intelligence
2 21 (32.81%) Agile Software Development
3 15 (23.44%) Analytics
4 11 (17.19%) Data Extraction
5 10 (15.63%) Data Governance
6 9 (14.06%) Data Management
6 9 (14.06%) Data Modelling
7 8 (12.50%) Continuous Integration
7 8 (12.50%) SDLC
8 7 (10.94%) Master Data Management
8 7 (10.94%) TDD
9 6 (9.38%) Disaster Recovery
9 6 (9.38%) High Availability
9 6 (9.38%) Migration
9 6 (9.38%) Visualisation
10 5 (7.81%) Actionable Insight
10 5 (7.81%) Business Analytics
10 5 (7.81%) Data Integration
10 5 (7.81%) Data Mapping
10 5 (7.81%) ETL Development
Programming Languages
1 29 (45.31%) SQL
2 10 (15.63%) Java
2 10 (15.63%) Scala
3 9 (14.06%) T-SQL
4 3 (4.69%) Python
5 2 (3.13%) C#
5 2 (3.13%) PL/SQL
6 1 (1.56%) JavaScript
Qualifications
1 5 (7.81%) Degree
2 1 (1.56%) Microsoft Certification
2 1 (1.56%) SC Cleared
2 1 (1.56%) Security Cleared
Quality Assurance & Compliance
1 11 (17.19%) Data Quality
System Software
1 9 (14.06%) Apache Flume
2 1 (1.56%) HDFS
Systems Management
1 7 (10.94%) Oozie
Vendors
1 21 (32.81%) Oracle
2 12 (18.75%) Cognos
2 12 (18.75%) Tableau
3 10 (15.63%) Cloudera
3 10 (15.63%) IBM
3 10 (15.63%) Microsoft
4 8 (12.50%) Informatica
5 7 (10.94%) SAP
5 7 (10.94%) Talend
6 6 (9.38%) Ab Initio
6 6 (9.38%) MicroStrategy
7 5 (7.81%) Teradata
8 2 (3.13%) Sybase