Period
to 20 November 2018

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 20 November 2018 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
20 Nov 2018
Same period 2017 Same period 2016
Rank 21 11 38
Rank change year-on-year -10 +27 +1
Contract jobs citing Big Data 25 30 1
As % of all contract IT jobs advertised in Newbury 6.89% 9.38% 0.37%
As % of the Database & Business Intelligence category 31.65% 37.97% 3.85%
Number of daily rates quoted 7 24 0
Newbury median daily rate £500 £450 -
Median daily rate % change year-on-year +11.11% - -
Berkshire median daily rate £511 £500 £488
% change year-on-year +2.14% +2.56% -
Number of hourly rates quoted 0 0 0
Newbury median hourly rate - - -
Berkshire median hourly rate £49.75 - -

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 79 79 26
As % of all contract IT jobs advertised in Newbury 21.76% 24.69% 9.59%
Number of daily rates quoted 35 53 9
Newbury median daily rate £450 £445 £400
Median daily rate % change year-on-year +1.12% +11.25% +6.67%
10th Percentile £284 £326 £275
90th Percentile £560 £525 £505
Berkshire median daily rate £450 £425 £401
% change year-on-year +5.88% +6.12% +0.13%
Number of hourly rates quoted 0 0 1
Newbury median hourly rate - - £11.96
Berkshire median hourly rate £33.25 £15.00 £9.50
% change year-on-year +121.67% +57.89% -31.32%

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 20 November 2018.

Contractor daily rate histogram for Big Data in Newbury

For the 6 months to 20 November 2018, 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 15 (60.00%) Hadoop
2 11 (44.00%) Linux
3 9 (36.00%) Amazon AWS
3 9 (36.00%) CentOS
3 9 (36.00%) Kafka
3 9 (36.00%) Ansible
4 8 (32.00%) Analytics
5 7 (28.00%) Machine Learning
5 7 (28.00%) Elastic Stack
5 7 (28.00%) Red Hat Enterprise Linux
6 6 (24.00%) Python
6 6 (24.00%) Cloudera
6 6 (24.00%) Apache Spark
7 5 (20.00%) Analytical Skills
7 5 (20.00%) DevOps
7 5 (20.00%) Configuration Management
7 5 (20.00%) Scrum
7 5 (20.00%) Telecoms
7 5 (20.00%) Agile Software Development
7 5 (20.00%) Visualisation
7 5 (20.00%) Data Science
8 4 (16.00%) Amazon S3
8 4 (16.00%) R
8 4 (16.00%) Tableau
8 4 (16.00%) Red Hat
8 4 (16.00%) ETL
8 4 (16.00%) ITIL
8 4 (16.00%) Amazon SageMaker
8 4 (16.00%) Amazon EMR
9 3 (12.00%) Git (software)

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 6 (24.00%) Apache Spark
Applications
1 1 (4.00%) Microsoft PowerPoint
1 1 (4.00%) Spreadsheet
Cloud Services
1 9 (36.00%) Amazon AWS
2 4 (16.00%) Amazon EMR
2 4 (16.00%) Amazon S3
2 4 (16.00%) Amazon SageMaker
3 2 (8.00%) AWS CloudFormation
4 1 (4.00%) AWS Data Pipeline
4 1 (4.00%) AWS Lambda
4 1 (4.00%) Serverless
Communications & Networking
1 2 (8.00%) DNS
1 2 (8.00%) VPN
Database & Business Intelligence
1 15 (60.00%) Hadoop
2 3 (12.00%) Amazon Redshift
2 3 (12.00%) Data Warehouse
3 2 (8.00%) Amazon Athena
3 2 (8.00%) Apache Hive
3 2 (8.00%) Cloudera CDH
3 2 (8.00%) Sqoop
4 1 (4.00%) Data Mining
4 1 (4.00%) Impala
Development Applications
1 3 (12.00%) Git (software)
2 2 (8.00%) JIRA
3 1 (4.00%) Jenkins
General
1 5 (20.00%) Telecoms
Job Titles
1 7 (28.00%) Architect
2 5 (20.00%) Data Engineer
3 4 (16.00%) Hadoop Engineer
4 3 (12.00%) AWS Architect
4 3 (12.00%) Big Data Engineer
4 3 (12.00%) Data Scientist
5 2 (8.00%) Administrator
5 2 (8.00%) Analyst
5 2 (8.00%) Big Data Architect
5 2 (8.00%) Cloud Administrator
5 2 (8.00%) Data Architect
5 2 (8.00%) DevOps Engineer
5 2 (8.00%) Hadoop Administrator
5 2 (8.00%) Linux DevOps Engineer
5 2 (8.00%) Linux Engineer
5 2 (8.00%) Linux/Unix DevOps
6 1 (4.00%) DV Cleared DBA
6 1 (4.00%) Senior Data Engineer
6 1 (4.00%) SOC Analyst
6 1 (4.00%) SOC Engineer
Libraries, Frameworks & Software Standards
1 9 (36.00%) Kafka
2 7 (28.00%) Elastic Stack
3 2 (8.00%) Natural Language Processing
4 1 (4.00%) Keras
4 1 (4.00%) scikit-learn
4 1 (4.00%) TensorFlow
Miscellaneous
1 5 (20.00%) Analytical Skills
2 2 (8.00%) Algorithms
2 2 (8.00%) Distributed Denial-of-Service
2 2 (8.00%) Linux Command Line
3 1 (4.00%) Computer Science
Operating Systems
1 11 (44.00%) Linux
2 9 (36.00%) CentOS
3 7 (28.00%) Red Hat Enterprise Linux
4 1 (4.00%) Windows
Processes & Methodologies
1 8 (32.00%) Analytics
2 7 (28.00%) Machine Learning
3 5 (20.00%) Agile Software Development
3 5 (20.00%) Configuration Management
3 5 (20.00%) Data Science
3 5 (20.00%) DevOps
3 5 (20.00%) Scrum
3 5 (20.00%) Visualisation
4 4 (16.00%) ETL
4 4 (16.00%) ITIL
5 3 (12.00%) Bayesian Methods
5 3 (12.00%) Cybersecurity
5 3 (12.00%) Neural Network
5 3 (12.00%) Predictive Analytics
5 3 (12.00%) Statistics
5 3 (12.00%) Use Case
6 2 (8.00%) Data Analytics
6 2 (8.00%) Data Architecture
6 2 (8.00%) Deep Learning
6 2 (8.00%) Metadata Management
Programming Languages
1 6 (24.00%) Python
2 4 (16.00%) R
3 3 (12.00%) SQL
4 2 (8.00%) Java
5 1 (4.00%) C++
Qualifications
1 2 (8.00%) Security Cleared
2 1 (4.00%) DV Cleared
Quality Assurance & Compliance
1 2 (8.00%) COBIT
1 2 (8.00%) ISO/IEC 27001
1 2 (8.00%) Sarbanes-Oxley
2 1 (4.00%) Data Quality
2 1 (4.00%) GDPR
System Software
1 2 (8.00%) Apache Flume
1 2 (8.00%) HDFS
Systems Management
1 9 (36.00%) Ansible
Vendors
1 6 (24.00%) Cloudera
2 4 (16.00%) Red Hat
2 4 (16.00%) Tableau
3 2 (8.00%) Progress