Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Big Data
Buckinghamshire > Milton Keynes
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 94 63 92
Rank change year-on-year -31 +29 +47
Permanent jobs citing Big Data 25 74 37
As % of all permanent IT jobs advertised in Milton Keynes 1.69% 4.38% 2.19%
As % of the Database & Business Intelligence category 4.87% 11.49% 6.94%
Number of salaries quoted 19 51 33
Milton Keynes median annual salary £62,500 £55,000 £40,000
Median salary % change year-on-year +13.64% +37.50% -
10th Percentile £40,750 £31,250 £27,500
90th Percentile £85,500 £87,500 £75,000
Buckinghamshire median annual salary £62,500 £55,000 £37,500
% change year-on-year +13.64% +46.67% -21.05%

Big Data is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Milton Keynes
Permanent vacancies with a requirement for database or business intelligence skills 513 644 533
As % of all permanent IT jobs advertised in Milton Keynes 34.62% 38.13% 31.59%
Number of salaries quoted 443 520 459
Milton Keynes median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £30,750 £31,013 £29,000
90th Percentile £63,750 £63,750 £57,500
Buckinghamshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Big Data
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Big Data in Milton Keynes

Big Data
Salary Trend in Milton Keynes

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

Salary trend for Big Data in Milton Keynes

Big Data
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Big Data in Milton Keynes over the 6 months to 15 November 2018.

Salary histogram for Big Data in Milton Keynes

For the 6 months to 15 November 2018, IT jobs citing Big Data 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 Milton Keynes region with a requirement for Big Data.

1 17 (68.00%) Agile Software Development
1 17 (68.00%) Hadoop
2 13 (52.00%) Retail
2 13 (52.00%) Apache Spark
3 12 (48.00%) Kafka
4 10 (40.00%) Business Intelligence
5 9 (36.00%) Analytics
5 9 (36.00%) NoSQL
6 8 (32.00%) MicroStrategy
7 7 (28.00%) Data Warehouse
7 7 (28.00%) ETL
7 7 (28.00%) Data Management
7 7 (28.00%) Zachman Framework
7 7 (28.00%) TOGAF
7 7 (28.00%) ArchiMate
7 7 (28.00%) Open Source
7 7 (28.00%) Data Architecture
7 7 (28.00%) Metadata Management
7 7 (28.00%) Greenfield Project
7 7 (28.00%) Data Science
8 6 (24.00%) Decision-Making
8 6 (24.00%) Problem-Solving
8 6 (24.00%) Apache Hive
8 6 (24.00%) HBase
8 6 (24.00%) Finance
8 6 (24.00%) ERwin
8 6 (24.00%) Data Modelling
8 6 (24.00%) SQL
9 5 (20.00%) Unix
9 5 (20.00%) Data Quality

Big Data
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 13 (52.00%) Apache Spark
2 4 (16.00%) SAS
3 2 (8.00%) Apache
3 2 (8.00%) Apache Pig
Applications
1 3 (12.00%) Microsoft Excel
Cloud Services
1 2 (8.00%) Adobe Analytics
1 2 (8.00%) Google Analytics
Communications & Networking
1 2 (8.00%) Kerberos
2 1 (4.00%) ATM
2 1 (4.00%) Internet
2 1 (4.00%) SAN
Database & Business Intelligence
1 17 (68.00%) Hadoop
2 9 (36.00%) NoSQL
3 7 (28.00%) Data Warehouse
4 6 (24.00%) Apache Hive
4 6 (24.00%) HBase
5 4 (16.00%) Pentaho
5 4 (16.00%) PowerCenter
6 3 (12.00%) Cloudera CDH
6 3 (12.00%) Data Lake
6 3 (12.00%) Impala
7 2 (8.00%) Neo4j
7 2 (8.00%) Power BI
7 2 (8.00%) SAS EBI
8 1 (4.00%) Apache Cassandra
8 1 (4.00%) Data Mining
8 1 (4.00%) DB2
8 1 (4.00%) Easytrieve
8 1 (4.00%) MySQL
8 1 (4.00%) SQL Server
8 1 (4.00%) SQL Server Integration Services
Development Applications
1 6 (24.00%) ERwin
2 4 (16.00%) PowerDesigner
2 4 (16.00%) RStudio
3 1 (4.00%) Team Foundation Server
3 1 (4.00%) Visual Studio
General
1 13 (52.00%) Retail
2 6 (24.00%) Finance
3 3 (12.00%) Banking
3 3 (12.00%) Marketing
4 1 (4.00%) Electronics
Job Titles
1 5 (20.00%) Data Engineer
2 4 (16.00%) Big Data Engineer
2 4 (16.00%) Data Modeller
2 4 (16.00%) Developer
3 3 (12.00%) Architect
4 2 (8.00%) Administrator
4 2 (8.00%) Business Intelligence Developer
4 2 (8.00%) Data Architect
4 2 (8.00%) Hadoop Administrator
4 2 (8.00%) Java Engineer
4 2 (8.00%) MicroStrategy Developer
4 2 (8.00%) Power BI Developer
4 2 (8.00%) SAS BI Developer
4 2 (8.00%) SAS Developer
5 1 (4.00%) Data Scientist
5 1 (4.00%) Graduate Business Intelligence Developer
5 1 (4.00%) Hadoop Developer
5 1 (4.00%) Mainframe Analyst
5 1 (4.00%) Mainframe Support
5 1 (4.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 12 (48.00%) Kafka
2 1 (4.00%) AngularJS
2 1 (4.00%) HTML
2 1 (4.00%) HTML5
2 1 (4.00%) Node.js
2 1 (4.00%) RabbitMQ
2 1 (4.00%) Ruby on Rails
2 1 (4.00%) Spark Streaming
2 1 (4.00%) Spring
Miscellaneous
1 7 (28.00%) Greenfield Project
2 4 (16.00%) Analytical Skills
3 3 (12.00%) Algorithms
4 2 (8.00%) Data Structures
5 1 (4.00%) Computer Science
5 1 (4.00%) Mainframe
5 1 (4.00%) Management Information System
5 1 (4.00%) Taxonomies
Operating Systems
1 5 (20.00%) Unix
2 4 (16.00%) Linux
Processes & Methodologies
1 17 (68.00%) Agile Software Development
2 10 (40.00%) Business Intelligence
3 9 (36.00%) Analytics
4 7 (28.00%) ArchiMate
4 7 (28.00%) Data Architecture
4 7 (28.00%) Data Management
4 7 (28.00%) Data Science
4 7 (28.00%) ETL
4 7 (28.00%) Metadata Management
4 7 (28.00%) Open Source
4 7 (28.00%) TOGAF
4 7 (28.00%) Zachman Framework
5 6 (24.00%) Data Modelling
5 6 (24.00%) Decision-Making
5 6 (24.00%) Problem-Solving
6 5 (20.00%) Visualisation
7 4 (16.00%) CMMI
7 4 (16.00%) Data Governance
7 4 (16.00%) DoDAF
7 4 (16.00%) Root Cause Analysis
Programming Languages
1 6 (24.00%) SQL
2 4 (16.00%) Java
2 4 (16.00%) Python
3 3 (12.00%) JavaScript
4 2 (8.00%) Scala
4 2 (8.00%) T-SQL
4 2 (8.00%) VBA
5 1 (4.00%) COBOL
5 1 (4.00%) Go
5 1 (4.00%) JCL
5 1 (4.00%) PHP
5 1 (4.00%) R
5 1 (4.00%) Ruby
Qualifications
1 1 (4.00%) PhD
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
2 1 (4.00%) SLA
System Software
1 2 (8.00%) Apache ZooKeeper
2 1 (4.00%) Apache Flume
Systems Management
1 2 (8.00%) Ambari
1 2 (8.00%) Hadoop YARN
2 1 (4.00%) Control-M
2 1 (4.00%) OMEGAMON
Vendors
1 8 (32.00%) MicroStrategy
2 4 (16.00%) Ab Initio
2 4 (16.00%) Cloudera
2 4 (16.00%) Talend
3 2 (8.00%) Adobe
3 2 (8.00%) Google
3 2 (8.00%) Tableau
4 1 (4.00%) IBM
4 1 (4.00%) New Relic
4 1 (4.00%) Remedy
4 1 (4.00%) SolarWinds
4 1 (4.00%) Splunk