Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Big Data
South East > Buckinghamshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 119 91 124
Rank change year-on-year -28 +33 +33
Permanent jobs citing Big Data 33 85 54
As % of all permanent IT jobs advertised in Buckinghamshire 1.37% 2.97% 1.76%
As % of the Database & Business Intelligence category 4.06% 8.24% 5.66%
Number of salaries quoted 19 63 48
Buckinghamshire median annual salary £70,000 £55,000 £37,500
Median salary % change year-on-year +27.27% +46.67% -6.25%
10th Percentile £41,250 £34,500 £27,500
90th Percentile £85,237 £87,500 £75,000
South East median annual salary £55,000 £57,500 £53,000
% change year-on-year -4.35% +8.49% +0.95%

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 Buckinghamshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Buckinghamshire
Permanent vacancies with a requirement for database or business intelligence skills 813 1,032 954
As % of all permanent IT jobs advertised in Buckinghamshire 33.69% 36.08% 31.01%
Number of salaries quoted 712 882 834
Buckinghamshire median annual salary £44,491 £45,000 £42,500
Median salary % change year-on-year -1.13% +5.88% +6.25%
10th Percentile £26,775 £30,000 £27,500
90th Percentile £62,500 £62,500 £58,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Big Data
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Big Data in Buckinghamshire

Big Data
Salary Trend in Buckinghamshire

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

Salary trend for Big Data in Buckinghamshire

Big Data
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Big Data in Buckinghamshire over the 6 months to 13 December 2018.

Salary histogram for Big Data in Buckinghamshire

Big Data
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Buckinghamshire region over the 6 months to 13 December 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
Milton Keynes -25 30 £71,250 +29.55% 6
Big Data
South East

For the 6 months to 13 December 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 Buckinghamshire region with a requirement for Big Data.

1 17 (51.52%) Problem-Solving
2 16 (48.48%) Finance
2 16 (48.48%) Agile Software Development
3 15 (45.45%) TOGAF
3 15 (45.45%) Decision-Making
3 15 (45.45%) Analytical Skills
4 14 (42.42%) Zachman Framework
4 14 (42.42%) Data Management
4 14 (42.42%) Hadoop
5 13 (39.39%) Marketing
6 12 (36.36%) Retail
6 12 (36.36%) CMMI
7 11 (33.33%) Management Information System
7 11 (33.33%) Enterprise Architecture
7 11 (33.33%) Apache Spark
7 11 (33.33%) Kafka
7 11 (33.33%) Thought Leadership
8 10 (30.30%) Systems Engineering
8 10 (30.30%) Design Thinking
8 10 (30.30%) Monetization
8 10 (30.30%) Service Design
8 10 (30.30%) IT Strategy
8 10 (30.30%) Process Architecture
8 10 (30.30%) Hybrid Cloud
8 10 (30.30%) BPSS Clearance
8 10 (30.30%) MODAF
8 10 (30.30%) P3M3
8 10 (30.30%) COBIT
8 10 (30.30%) Asset Management
8 10 (30.30%) Risk Assessment

Big Data
Co-occurring IT Skills in Buckinghamshire 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 11 (33.33%) Apache Spark
2 10 (30.30%) Oracle Workflow
3 5 (15.15%) SAS
4 1 (3.03%) Apache
4 1 (3.03%) Apache Pig
Applications
1 3 (9.09%) Microsoft Excel
2 1 (3.03%) SPSS
Cloud Services
1 2 (6.06%) Adobe Analytics
1 2 (6.06%) Google Analytics
Communications & Networking
1 2 (6.06%) Internet
1 2 (6.06%) Kerberos
2 1 (3.03%) ATM
2 1 (3.03%) DNS
2 1 (3.03%) HTTP
2 1 (3.03%) SAN
Database & Business Intelligence
1 14 (42.42%) Hadoop
2 7 (21.21%) Data Warehouse
3 6 (18.18%) Apache Hive
3 6 (18.18%) NoSQL
4 5 (15.15%) HBase
5 4 (12.12%) Data Lake
6 3 (9.09%) Cloudera CDH
6 3 (9.09%) Impala
6 3 (9.09%) Pentaho
6 3 (9.09%) PowerCenter
7 2 (6.06%) Power BI
7 2 (6.06%) SAS EBI
8 1 (3.03%) Apache Cassandra
8 1 (3.03%) Data Mining
8 1 (3.03%) Easytrieve
8 1 (3.03%) Neo4j
8 1 (3.03%) Redis
8 1 (3.03%) SQL Server
8 1 (3.03%) SQL Server Integration Services
8 1 (3.03%) Sqoop
Development Applications
1 4 (12.12%) ERwin
2 3 (9.09%) PowerDesigner
2 3 (9.09%) RStudio
3 1 (3.03%) Maven
3 1 (3.03%) Team Foundation Server
3 1 (3.03%) Visual Studio
General
1 16 (48.48%) Finance
2 13 (39.39%) Marketing
3 12 (36.36%) Retail
4 4 (12.12%) Banking
4 4 (12.12%) Telecoms
5 1 (3.03%) Electronics
5 1 (3.03%) Multimedia
Job Titles
1 14 (42.42%) Architect
2 10 (30.30%) Enterprise Architect
3 3 (9.09%) Data Engineer
3 3 (9.09%) Data Modeller
3 3 (9.09%) Developer
4 2 (6.06%) Administrator
4 2 (6.06%) Analyst
4 2 (6.06%) Big Data Engineer
4 2 (6.06%) Business Intelligence Developer
4 2 (6.06%) Data Architect
4 2 (6.06%) Digital Architect
4 2 (6.06%) Hadoop Administrator
4 2 (6.06%) MicroStrategy Developer
4 2 (6.06%) Power BI Developer
4 2 (6.06%) SAS BI Developer
4 2 (6.06%) SAS Developer
5 1 (3.03%) Graduate Business Intelligence Developer
5 1 (3.03%) Mainframe Analyst
5 1 (3.03%) Mainframe Support
5 1 (3.03%) Monitoring Analyst
Libraries, Frameworks & Software Standards
1 11 (33.33%) Kafka
2 2 (6.06%) Spring
3 1 (3.03%) ActiveMQ
3 1 (3.03%) CSS
3 1 (3.03%) HTML
3 1 (3.03%) JSON
3 1 (3.03%) Middleware
3 1 (3.03%) Node.js
3 1 (3.03%) RabbitMQ
3 1 (3.03%) React
3 1 (3.03%) Servlets
3 1 (3.03%) Spark Streaming
3 1 (3.03%) Spring Boot
3 1 (3.03%) XHTML
3 1 (3.03%) XML
Miscellaneous
1 15 (45.45%) Analytical Skills
2 11 (33.33%) Management Information System
3 10 (30.30%) Hybrid Cloud
4 5 (15.15%) Greenfield Project
5 3 (9.09%) Algorithms
5 3 (9.09%) Mainframe
6 2 (6.06%) Data Structures
7 1 (3.03%) Digital Media
7 1 (3.03%) New Media
Operating Systems
1 6 (18.18%) Unix
2 3 (9.09%) Linux
3 2 (6.06%) Windows
Processes & Methodologies
1 17 (51.52%) Problem-Solving
2 16 (48.48%) Agile Software Development
3 15 (45.45%) Decision-Making
3 15 (45.45%) TOGAF
4 14 (42.42%) Data Management
4 14 (42.42%) Zachman Framework
5 12 (36.36%) CMMI
6 11 (33.33%) Enterprise Architecture
6 11 (33.33%) Thought Leadership
7 10 (30.30%) Design Thinking
7 10 (30.30%) Information Security
7 10 (30.30%) IT Strategy
7 10 (30.30%) Monetization
7 10 (30.30%) P3M3
7 10 (30.30%) Process Architecture
7 10 (30.30%) Process Management
7 10 (30.30%) Risk Assessment
7 10 (30.30%) Service Design
7 10 (30.30%) Systems Engineering
7 10 (30.30%) Workflow
Programming Languages
1 6 (18.18%) SQL
2 4 (12.12%) Java
2 4 (12.12%) Python
3 2 (6.06%) JavaScript
3 2 (6.06%) R
3 2 (6.06%) Scala
3 2 (6.06%) T-SQL
3 2 (6.06%) VBA
4 1 (3.03%) COBOL
4 1 (3.03%) Go
4 1 (3.03%) JCL
Qualifications
1 10 (30.30%) BPSS Clearance
2 1 (3.03%) PhD
Quality Assurance & Compliance
1 10 (30.30%) BS7799
1 10 (30.30%) COBIT
2 3 (9.09%) Data Quality
3 1 (3.03%) SLA
System Software
1 1 (3.03%) Apache Flume
1 1 (3.03%) Apache ZooKeeper
Systems Management
1 1 (3.03%) Ambari
1 1 (3.03%) Control-M
1 1 (3.03%) Hadoop YARN
1 1 (3.03%) OMEGAMON
Vendors
1 10 (30.30%) Oracle
2 7 (21.21%) MicroStrategy
3 4 (12.12%) Cloudera
4 3 (9.09%) Ab Initio
4 3 (9.09%) Talend
5 2 (6.06%) Adobe
5 2 (6.06%) Google
5 2 (6.06%) IBM
5 2 (6.06%) Tableau
6 1 (3.03%) Netezza
6 1 (3.03%) New Relic
6 1 (3.03%) Remedy
6 1 (3.03%) SolarWinds
6 1 (3.03%) Splunk