Period
to 16 January 2019

The following table provides summary statistics for contract job vacancies advertised in Newbury with a requirement for Big Data skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Big Data over the 6 months to 16 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Big Data
Berkshire > Newbury
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 23 11 27
Rank change year-on-year -12 +16 +10
Contract jobs citing Big Data 20 33 1
As % of all contract IT jobs advertised in Newbury 5.60% 8.55% 0.51%
As % of the Database & Business Intelligence category 34.48% 39.76% 5.00%
Number of daily rates quoted 7 25 0
Newbury median daily rate £500 £450 -
Median daily rate % change year-on-year +11.11% - -
Berkshire median daily rate £514 £525 £550
% change year-on-year -2.14% -4.55% +10.00%
Number of hourly rates quoted 0 0 0
Newbury median hourly rate - - -
Berkshire median hourly rate - - -

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 contract job vacancies advertised in Newbury with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Newbury
Contract vacancies with a requirement for database or business intelligence skills 58 83 20
As % of all contract IT jobs advertised in Newbury 16.25% 21.50% 10.10%
Number of daily rates quoted 28 49 4
Newbury median daily rate £450 £445 £513
Median daily rate % change year-on-year +1.12% -13.17% +70.83%
10th Percentile £304 £319 £433
90th Percentile £583 £525 £610
Berkshire median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 0 0 1
Newbury median hourly rate - - £11.96
Berkshire median hourly rate £22.00 £41.50 £9.50
% change year-on-year -46.99% +336.84% -24.90%

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
Contractor Daily Rate Trend in Newbury

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Big Data in Newbury.

Contractor daily rate trend for Big Data in Newbury

Big Data
Contractor Daily Rate Histogram in Newbury

The daily rate distribution of IT jobs citing Big Data in Newbury over the 6 months to 16 January 2019.

Contractor daily rate histogram for Big Data in Newbury

For the 6 months to 16 January 2019, IT contractor 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 contract job ads across the Newbury region with a requirement for Big Data.

1 11 (55.00%) Hadoop
2 9 (45.00%) CentOS
2 9 (45.00%) Amazon AWS
2 9 (45.00%) Linux
2 9 (45.00%) Ansible
3 7 (35.00%) Elastic Stack
3 7 (35.00%) Machine Learning
3 7 (35.00%) Kafka
3 7 (35.00%) Red Hat Enterprise Linux
4 5 (25.00%) Python
4 5 (25.00%) Configuration Management
4 5 (25.00%) Scrum
4 5 (25.00%) Agile Software Development
4 5 (25.00%) DevOps
4 5 (25.00%) Analytics
5 4 (20.00%) Amazon EMR
5 4 (20.00%) Analytical Skills
5 4 (20.00%) Apache Spark
5 4 (20.00%) Amazon SageMaker
5 4 (20.00%) Data Science
5 4 (20.00%) Red Hat
5 4 (20.00%) Amazon S3
6 3 (15.00%) Git (software)
6 3 (15.00%) Visualisation
6 3 (15.00%) Statistics
6 3 (15.00%) Predictive Analytics
6 3 (15.00%) SQL
6 3 (15.00%) Telecoms
6 3 (15.00%) Neural Network
6 3 (15.00%) Bayesian Methods

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 4 (20.00%) Apache Spark
Applications
1 1 (5.00%) Microsoft PowerPoint
1 1 (5.00%) Spreadsheet
Business Applications
1 1 (5.00%) Dynamics CRM
Cloud Services
1 9 (45.00%) Amazon AWS
2 4 (20.00%) Amazon EMR
2 4 (20.00%) Amazon S3
2 4 (20.00%) Amazon SageMaker
3 2 (10.00%) AWS CloudFormation
4 1 (5.00%) AWS Data Pipeline
4 1 (5.00%) AWS Lambda
4 1 (5.00%) Serverless
Communications & Networking
1 2 (10.00%) DNS
1 2 (10.00%) VPN
Database & Business Intelligence
1 11 (55.00%) Hadoop
2 3 (15.00%) Amazon Redshift
3 2 (10.00%) Amazon Athena
3 2 (10.00%) Cloudera CDH
4 1 (5.00%) Apache Hive
4 1 (5.00%) Data Mining
Development Applications
1 3 (15.00%) Git (software)
2 2 (10.00%) JIRA
3 1 (5.00%) Jenkins
General
1 3 (15.00%) Telecoms
2 1 (5.00%) Marketing
Job Titles
1 4 (20.00%) Architect
1 4 (20.00%) Data Engineer
2 3 (15.00%) AWS Architect
2 3 (15.00%) Data Scientist
2 3 (15.00%) Hadoop Engineer
3 2 (10.00%) Analyst
3 2 (10.00%) Big Data Engineer
3 2 (10.00%) DevOps Engineer
3 2 (10.00%) Linux DevOps Engineer
3 2 (10.00%) Linux Engineer
3 2 (10.00%) Linux/Unix DevOps
4 1 (5.00%) Consultant
4 1 (5.00%) Data Architect
4 1 (5.00%) DBA
4 1 (5.00%) Developer
4 1 (5.00%) Lead Developer
4 1 (5.00%) Security Analyst
4 1 (5.00%) Security Architect
4 1 (5.00%) Security Engineer
4 1 (5.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 7 (35.00%) Elastic Stack
1 7 (35.00%) Kafka
2 2 (10.00%) Natural Language Processing
3 1 (5.00%) Keras
3 1 (5.00%) scikit-learn
3 1 (5.00%) TensorFlow
Miscellaneous
1 4 (20.00%) Analytical Skills
2 2 (10.00%) Algorithms
2 2 (10.00%) Distributed Denial-of-Service
2 2 (10.00%) Linux Command Line
3 1 (5.00%) Analytical Mindset
Operating Systems
1 9 (45.00%) CentOS
1 9 (45.00%) Linux
2 7 (35.00%) Red Hat Enterprise Linux
3 1 (5.00%) Windows
Processes & Methodologies
1 7 (35.00%) Machine Learning
2 5 (25.00%) Agile Software Development
2 5 (25.00%) Analytics
2 5 (25.00%) Configuration Management
2 5 (25.00%) DevOps
2 5 (25.00%) Scrum
3 4 (20.00%) Data Science
4 3 (15.00%) Bayesian Methods
4 3 (15.00%) Cybersecurity
4 3 (15.00%) Neural Network
4 3 (15.00%) Predictive Analytics
4 3 (15.00%) Statistics
4 3 (15.00%) Visualisation
5 2 (10.00%) Cluster Analysis
5 2 (10.00%) Data Analysis
5 2 (10.00%) SIEM
5 2 (10.00%) Stochastic Modelling
5 2 (10.00%) Use Case
5 2 (10.00%) Vulnerability Assessment
5 2 (10.00%) Vulnerability Management
Programming Languages
1 5 (25.00%) Python
2 3 (15.00%) SQL
3 2 (10.00%) Java
3 2 (10.00%) R
4 1 (5.00%) C++
Qualifications
1 1 (5.00%) DV Cleared
1 1 (5.00%) Security Cleared
Quality Assurance & Compliance
1 2 (10.00%) COBIT
1 2 (10.00%) ISO/IEC 27001
1 2 (10.00%) Sarbanes-Oxley
2 1 (5.00%) GDPR
Systems Management
1 9 (45.00%) Ansible
Vendors
1 4 (20.00%) Red Hat
2 2 (10.00%) Cloudera
2 2 (10.00%) Progress
2 2 (10.00%) Tableau