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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Buckinghamshire / Milton Keynes
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 68 76 96
Rank change year-on-year +8 +20  
Permanent jobs citing ETL 27 16 17
As % of all permanent IT jobs advertised in Milton Keynes 2.98% 1.87% 1.11%
As % of the Processes & Methodologies category 3.18% 2.07% 1.26%
Number of salaries quoted 16 14 14
Median salary £83,500 £47,500 £45,000
Median salary % change year-on-year +75.78% +5.55%  
90% offered a salary of more than £61,250 £32,500 £34,000
10% offered a salary of more than £100,000 £78,000 £60,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
Milton Keynes
Permanent job vacancies with a requirement for process and methodology skills 849 773 1345
As % of all permanent IT job vacancies advertised in Milton Keynes 93.71% 90.52% 87.68%
Number of salaries quoted 634 634 1064
Median salary £47,500 £45,000 £43,500
Median salary % change year-on-year +5.55% +3.44%  
90% offered a salary of more than £32,500 £30,000 £31,500
10% offered a salary of more than £70,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Milton Keynes

The job posting trend of jobs advertised in Milton Keynes citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 June 2017.

Salary histogram for ETL in Milton Keynes

For the 6 months to 23 June 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 33 (66.00%) Hadoop
2 32 (64.00%) Business Intelligence
3 31 (62.00%) Big Data
4 27 (54.00%) Data Warehouse
5 23 (46.00%) SQL
5 23 (46.00%) Apache Hive
5 23 (46.00%) NoSQL
6 21 (42.00%) Agile Software Development
7 19 (38.00%) Analytics
8 18 (36.00%) OLAP
9 16 (32.00%) Finance
9 16 (32.00%) Analytical Skills
10 15 (30.00%) Apache Spark
11 14 (28.00%) Relational Database
11 14 (28.00%) Oracle
11 14 (28.00%) Data Quality
11 14 (28.00%) Data Integration
12 13 (26.00%) Talend
12 13 (26.00%) Talend Open Studio
12 13 (26.00%) Pentaho
12 13 (26.00%) Banking
13 12 (24.00%) Stakeholder Management
13 12 (24.00%) Degree
14 11 (22.00%) Data Modelling
14 11 (22.00%) Cognos
14 11 (22.00%) SDLC
15 10 (20.00%) Oozie
16 9 (18.00%) User Stories
16 9 (18.00%) Data Structures
16 9 (18.00%) 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 (30.00%) Apache Spark
2 1 (2.00%) Apache
Cloud Services
1 1 (2.00%) Amazon AWS
1 1 (2.00%) IaaS
1 1 (2.00%) Microsoft Azure
Database & Business Intelligence
1 33 (66.00%) Hadoop
2 31 (62.00%) Big Data
3 27 (54.00%) Data Warehouse
4 23 (46.00%) Apache Hive
4 23 (46.00%) NoSQL
5 18 (36.00%) OLAP
6 14 (28.00%) Relational Database
7 13 (26.00%) Pentaho
8 9 (18.00%) SQL Server Reporting Services
9 8 (16.00%) Cloudera CDH
9 8 (16.00%) Data Lake
9 8 (16.00%) Impala
9 8 (16.00%) SQL Server Integration Services
10 7 (14.00%) PowerCenter
10 7 (14.00%) SQL Server
11 6 (12.00%) BusinessObjects
11 6 (12.00%) MySQL
11 6 (12.00%) Oracle OLAP
11 6 (12.00%) PostgreSQL
11 6 (12.00%) QlikView
Development Applications
1 13 (26.00%) Talend Open Studio
2 5 (10.00%) Jenkins
2 5 (10.00%) Maven
2 5 (10.00%) Sonatype Nexus
General
1 16 (32.00%) Finance
2 13 (26.00%) Banking
3 9 (18.00%) Spanish Language
4 6 (12.00%) German Language
5 5 (10.00%) Dutch Language
5 5 (10.00%) French Language
5 5 (10.00%) Italian Language
6 4 (8.00%) Games
7 2 (4.00%) Retail
8 1 (2.00%) Automotive
Job Titles
1 19 (38.00%) Architect
2 16 (32.00%) Data Architect
3 13 (26.00%) Lead Architect
3 13 (26.00%) Lead Data Architect
4 12 (24.00%) Developer
5 6 (12.00%) Big Data Engineer
5 6 (12.00%) Business Intelligence Developer
5 6 (12.00%) Data Engineer
6 5 (10.00%) Hadoop Engineer
7 3 (6.00%) Java Engineer
7 3 (6.00%) NoSQL Engineer
7 3 (6.00%) Product Manager
8 2 (4.00%) Big Data Manager
8 2 (4.00%) Data Manager
8 2 (4.00%) Hadoop Architect
8 2 (4.00%) Oracle BI Developer
8 2 (4.00%) Oracle Developer
8 2 (4.00%) Report Developer
8 2 (4.00%) Senior Developer
8 2 (4.00%) Senior Manager
Libraries, Frameworks & Software Standards
1 8 (16.00%) Kafka
2 1 (2.00%) J2EE
Miscellaneous
1 16 (32.00%) Analytical Skills
2 9 (18.00%) Data Structures
3 2 (4.00%) Computer Science
3 2 (4.00%) Fintech
4 1 (2.00%) Blog
4 1 (2.00%) Greenfield Project
4 1 (2.00%) Management Information System
4 1 (2.00%) Replication
Operating Systems
1 1 (2.00%) Unix
Processes & Methodologies
1 32 (64.00%) Business Intelligence
2 21 (42.00%) Agile Software Development
3 19 (38.00%) Analytics
4 14 (28.00%) Data Integration
5 12 (24.00%) Stakeholder Management
6 11 (22.00%) Data Modelling
6 11 (22.00%) SDLC
7 9 (18.00%) Data Mapping
7 9 (18.00%) Disaster Recovery
7 9 (18.00%) User Stories
8 8 (16.00%) Business Analytics
8 8 (16.00%) Continuous Integration
8 8 (16.00%) High Availability
8 8 (16.00%) Software Engineering
9 7 (14.00%) Data Architecture
9 7 (14.00%) ITIL
10 6 (12.00%) Data Governance
10 6 (12.00%) Incident Management
10 6 (12.00%) Problem Management
10 6 (12.00%) Software Testing
Programming Languages
1 23 (46.00%) SQL
2 8 (16.00%) Java
2 8 (16.00%) Scala
3 7 (14.00%) PL/SQL
4 2 (4.00%) Python
5 1 (2.00%) T-SQL
Qualifications
1 12 (24.00%) Degree
2 3 (6.00%) SC Cleared
2 3 (6.00%) Security Cleared
3 1 (2.00%) Microsoft Certification
Quality Assurance & Compliance
1 14 (28.00%) Data Quality
System Software
1 8 (16.00%) Apache Flume
Systems Management
1 10 (20.00%) Oozie
Vendors
1 14 (28.00%) Oracle
2 13 (26.00%) Talend
3 11 (22.00%) Cognos
4 9 (18.00%) Microsoft
5 8 (16.00%) SAP
6 7 (14.00%) Ab Initio
6 7 (14.00%) Cloudera
6 7 (14.00%) MicroStrategy
7 6 (12.00%) Informatica
7 6 (12.00%) Jaspersoft
8 3 (6.00%) Teradata
9 2 (4.00%) IBM
10 1 (2.00%) Sybase
10 1 (2.00%) Tableau
Milton Keynes, Buckinghamshire
X4 Group
Salary: Market related
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Eurostaff Group Limited
Posted: 9 hours ago
Milton Keynes, Buckinghamshire
Rullion
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Hudson IT
Salary: £90000 - £110000 per annum + Great bonus and benefits
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Hays Talent Solutions
Salary: £50000.00 - £65000.00 per annum + Benefits + Car
Posted: 16 days ago
Milton Keynes
Mint
Posted: 22 days ago