Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Newbury 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Berkshire > Newbury
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 58 54 52
Rank change year-on-year -4 -2 +24
Permanent jobs citing Big Data 25 7 30
As % of all permanent IT jobs advertised in Newbury 4.14% 1.54% 4.18%
As % of the Database & Business Intelligence category 12.76% 4.38% 15.08%
Number of salaries quoted 22 17 28
Newbury median annual salary £55,000 £67,500 £60,000
Median salary % change year-on-year -18.52% +12.50% -14.29%
10th Percentile £31,250 £57,500 £26,250
90th Percentile £69,750 £71,250 £67,500
Berkshire median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% -

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 Newbury with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Newbury
Permanent vacancies with a requirement for database or business intelligence skills 196 160 199
As % of all permanent IT jobs advertised in Newbury 32.45% 35.16% 27.72%
Number of salaries quoted 146 150 184
Newbury median annual salary £40,000 £42,500 £45,000
Median salary % change year-on-year -5.88% -5.56% +12.50%
10th Percentile £25,000 £27,000 £23,750
90th Percentile £67,500 £62,500 £66,975
Berkshire median annual salary £47,500 £48,500 £47,500
% change year-on-year -2.06% +2.11% +7.95%

Big Data
Job Vacancy Trend in Newbury

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

Job vacancy trend for Big Data in Newbury

Big Data
Salary Trend in Newbury

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

Salary trend for Big Data in Newbury

Big Data
Salary Histogram in Newbury

The salary distribution of IT jobs citing Big Data in Newbury over the 6 months to 22 November 2017.

Salary histogram for Big Data in Newbury

For the 6 months to 22 November 2017, IT jobs citing Big Data 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 Newbury region with a requirement for Big Data.

1 15 (60.00%) Agile Software Development
2 14 (56.00%) Linux
3 12 (48.00%) Java
3 12 (48.00%) Computer Science
4 11 (44.00%) Software Engineering
4 11 (44.00%) Degree
5 9 (36.00%) DevOps
6 8 (32.00%) KVM
6 8 (32.00%) CentOS
6 8 (32.00%) Red Hat Enterprise Linux
6 8 (32.00%) Red Hat
6 8 (32.00%) Windows
7 7 (28.00%) JavaScript
8 6 (24.00%) Python
8 6 (24.00%) Telecoms
9 5 (20.00%) OO
10 4 (16.00%) CSS
10 4 (16.00%) HTML
10 4 (16.00%) Business Intelligence
10 4 (16.00%) Project Management
10 4 (16.00%) Stakeholder Management
10 4 (16.00%) Scala
10 4 (16.00%) HBase
10 4 (16.00%) Mentoring
10 4 (16.00%) Greenfield Project
11 3 (12.00%) Line Management
11 3 (12.00%) Computer Science Degree
11 3 (12.00%) Coaching
11 3 (12.00%) SDLC
11 3 (12.00%) Test Strategy

Big Data
Co-occurring IT Skills in Newbury 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 3 (12.00%) Elasticsearch
2 2 (8.00%) Apache Solr
2 2 (8.00%) Apache Spark
3 1 (4.00%) Apache Pig
3 1 (4.00%) Tomcat
Cloud Services
1 3 (12.00%) Cloud Computing
2 2 (8.00%) Amazon AWS
Communications & Networking
1 1 (4.00%) GSM
1 1 (4.00%) Internet
1 1 (4.00%) LTE
1 1 (4.00%) UMTS
1 1 (4.00%) Unified Communications
Database & Business Intelligence
1 4 (16.00%) HBase
2 3 (12.00%) Apache Cassandra
2 3 (12.00%) Hadoop
2 3 (12.00%) MySQL
3 2 (8.00%) Apache Hive
3 2 (8.00%) MongoDB
3 2 (8.00%) NoSQL
3 2 (8.00%) PostgreSQL
4 1 (4.00%) Flink
4 1 (4.00%) Impala
4 1 (4.00%) RDBMS
4 1 (4.00%) Redis
4 1 (4.00%) Relational Database
Development Applications
1 3 (12.00%) Selenium
General
1 6 (24.00%) Telecoms
2 3 (12.00%) Retail
3 1 (4.00%) Electronics
3 1 (4.00%) Finance
3 1 (4.00%) Manufacturing
3 1 (4.00%) Marketing
Job Titles
1 9 (36.00%) DevOps Engineer
1 9 (36.00%) Junior
1 9 (36.00%) Junior DevOps
1 9 (36.00%) Junior DevOps Engineer
2 5 (20.00%) Developer
2 5 (20.00%) Java Developer
3 3 (12.00%) Big Data Developer
3 3 (12.00%) Software Engineer
3 3 (12.00%) Test Engineer
4 2 (8.00%) Big Data Engineer
4 2 (8.00%) Senior Big Data Developer
4 2 (8.00%) Senior Developer
4 2 (8.00%) Senior Java Developer
4 2 (8.00%) Senior Software Engineer
5 1 (4.00%) Information Security Manager
5 1 (4.00%) Java Software Engineer
5 1 (4.00%) Lead Developer
5 1 (4.00%) Principal Software Engineer
5 1 (4.00%) Security Engineer
5 1 (4.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (16.00%) CSS
1 4 (16.00%) HTML
2 2 (8.00%) Hibernate
2 2 (8.00%) J2EE
2 2 (8.00%) Kafka
2 2 (8.00%) Node.js
2 2 (8.00%) RabbitMQ
2 2 (8.00%) Spring
2 2 (8.00%) Web Services
Miscellaneous
1 12 (48.00%) Computer Science
2 4 (16.00%) Greenfield Project
3 1 (4.00%) Algorithms
3 1 (4.00%) Cyber Attack
3 1 (4.00%) Enterprise Software
3 1 (4.00%) Internet of Things
3 1 (4.00%) Private Cloud
3 1 (4.00%) Virtual Team
Operating Systems
1 14 (56.00%) Linux
2 8 (32.00%) CentOS
2 8 (32.00%) Red Hat Enterprise Linux
2 8 (32.00%) Windows
3 1 (4.00%) Unix
Processes & Methodologies
1 15 (60.00%) Agile Software Development
2 11 (44.00%) Software Engineering
3 9 (36.00%) DevOps
4 5 (20.00%) OO
5 4 (16.00%) Business Intelligence
5 4 (16.00%) Mentoring
5 4 (16.00%) Project Management
5 4 (16.00%) Stakeholder Management
6 3 (12.00%) Coaching
6 3 (12.00%) Continuous Integration
6 3 (12.00%) Line Management
6 3 (12.00%) Mathematics
6 3 (12.00%) Regression Testing
6 3 (12.00%) SDLC
6 3 (12.00%) Test Automation
6 3 (12.00%) Test Strategy
7 2 (8.00%) Extreme Programming
7 2 (8.00%) Open Source
7 2 (8.00%) Programme Management
7 2 (8.00%) TDD
Programming Languages
1 12 (48.00%) Java
2 7 (28.00%) JavaScript
3 6 (24.00%) Python
4 4 (16.00%) Scala
5 1 (4.00%) C#
5 1 (4.00%) C++
5 1 (4.00%) F#
5 1 (4.00%) Go
5 1 (4.00%) Ruby
5 1 (4.00%) SQL
Qualifications
1 11 (44.00%) Degree
2 3 (12.00%) Computer Science Degree
3 1 (4.00%) PMP
Quality Assurance & Compliance
1 1 (4.00%) ISO/IEC 27001
1 1 (4.00%) PCI DSS
1 1 (4.00%) Sarbanes-Oxley
System Software
1 8 (32.00%) KVM
2 1 (4.00%) Apache Flume
Systems Management
1 1 (4.00%) Hadoop YARN
1 1 (4.00%) Oozie
Vendors
1 8 (32.00%) Red Hat
2 1 (4.00%) Cloudera
2 1 (4.00%) Hortonworks
2 1 (4.00%) MapR
2 1 (4.00%) SAP