Period
to 20 November 2017

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 2017 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 2017
Same period 2016 Same period 2015
Rank 11 38 39
Rank change year-on-year +27 +1 -9
Contract jobs citing Big Data 30 1 1
As % of all contract IT jobs advertised in Newbury 9.38% 0.37% 0.29%
As % of the Database & Business Intelligence category 37.97% 3.85% 1.89%
Number of daily rates quoted 24 0 0
Newbury median daily rate £450 - -
Berkshire median daily rate £500 £488 £488
% change year-on-year +2.56% - +8.33%
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 79 26 53
As % of all contract IT jobs advertised in Newbury 24.69% 9.59% 15.32%
Number of daily rates quoted 53 9 13
Newbury median daily rate £445 £400 £375
Median daily rate % change year-on-year +11.25% +6.67% +1.69%
10th Percentile £326 £275 £253
90th Percentile £525 £505 £555
Berkshire median daily rate £425 £401 £400
% change year-on-year +6.12% +0.13% +9.59%
Number of hourly rates quoted 0 1 0
Newbury median hourly rate - £11.96 -
Berkshire median hourly rate £15.00 £9.50 £13.83
% change year-on-year +57.89% -31.32% -31.69%

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 2017.

Contractor daily rate histogram for Big Data in Newbury

For the 6 months to 20 November 2017, IT contractor 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 contract ads across the Newbury region with a requirement for Big Data.

1 21 (70.00%) Hadoop
2 19 (63.33%) Apache Spark
3 17 (56.67%) Analytics
4 13 (43.33%) Analytical Skills
5 12 (40.00%) Cloudera
5 12 (40.00%) Kafka
6 10 (33.33%) Apache Hive
6 10 (33.33%) Telecoms
7 9 (30.00%) Python
7 9 (30.00%) Data Warehouse
7 9 (30.00%) Data Modelling
7 9 (30.00%) Project Management
7 9 (30.00%) Cloudera CDH
8 8 (26.67%) Apache Tez
8 8 (26.67%) Fintech
8 8 (26.67%) ETL
8 8 (26.67%) Software Engineering
8 8 (26.67%) Google
8 8 (26.67%) Scala
8 8 (26.67%) Hortonworks
8 8 (26.67%) Google Cloud Platform
8 8 (26.67%) Data Engineering
9 7 (23.33%) Business Intelligence
10 5 (16.67%) Stakeholder Management
10 5 (16.67%) Retail
10 5 (16.67%) Line Management
10 5 (16.67%) Mentoring
10 5 (16.67%) Coaching
10 5 (16.67%) Cloud Computing
11 4 (13.33%) Business Analysis

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 19 (63.33%) Apache Spark
2 1 (3.33%) Oracle SOA Suite
Cloud Services
1 8 (26.67%) Google Cloud Platform
2 5 (16.67%) Cloud Computing
Communications & Networking
1 1 (3.33%) LDAP
1 1 (3.33%) VoIP
1 1 (3.33%) VPN
Database & Business Intelligence
1 21 (70.00%) Hadoop
2 10 (33.33%) Apache Hive
3 9 (30.00%) Cloudera CDH
3 9 (30.00%) Data Warehouse
4 1 (3.33%) Data Mart
4 1 (3.33%) Data Mining
4 1 (3.33%) HBase
4 1 (3.33%) Impala
4 1 (3.33%) NoSQL
4 1 (3.33%) Oracle Exadata
4 1 (3.33%) Sqoop
General
1 10 (33.33%) Telecoms
2 5 (16.67%) Retail
Job Titles
1 8 (26.67%) Big Data Engineer
1 8 (26.67%) Data Engineer
2 5 (16.67%) Architect
3 4 (13.33%) Big Data Manager
3 4 (13.33%) Big Data Specialist
3 4 (13.33%) Data Architect
3 4 (13.33%) Data Manager
3 4 (13.33%) Project Manager
4 3 (10.00%) Solutions Architect
5 2 (6.67%) Big Data Architect
6 1 (3.33%) Big Data Consultant
6 1 (3.33%) Business Intelligence Architect
6 1 (3.33%) Business Intelligence Solutions Architect
6 1 (3.33%) Cloud Architect
6 1 (3.33%) Cloud Consultant
6 1 (3.33%) Consultant
6 1 (3.33%) Data Consultant
6 1 (3.33%) Hadoop Architect
6 1 (3.33%) Hadoop Consultant
6 1 (3.33%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 12 (40.00%) Kafka
2 8 (26.67%) Apache Tez
3 1 (3.33%) J2EE
Miscellaneous
1 13 (43.33%) Analytical Skills
2 8 (26.67%) Fintech
Processes & Methodologies
1 17 (56.67%) Analytics
2 9 (30.00%) Data Modelling
2 9 (30.00%) Project Management
3 8 (26.67%) Data Engineering
3 8 (26.67%) ETL
3 8 (26.67%) Software Engineering
4 7 (23.33%) Business Intelligence
5 5 (16.67%) Coaching
5 5 (16.67%) Line Management
5 5 (16.67%) Mentoring
5 5 (16.67%) Stakeholder Management
6 4 (13.33%) Business Analysis
7 2 (6.67%) Data Analysis
7 2 (6.67%) Data Analytics
8 1 (3.33%) Artificial Intelligence
8 1 (3.33%) Big Data Analytics
8 1 (3.33%) Machine Learning
8 1 (3.33%) Multithreading
8 1 (3.33%) Use Case
8 1 (3.33%) Workflow
Programming Languages
1 9 (30.00%) Python
2 8 (26.67%) Scala
3 2 (6.67%) Java
Qualifications
1 1 (3.33%) Security Cleared
System Software
1 1 (3.33%) HDFS
Systems Management
1 1 (3.33%) Oozie
Vendors
1 12 (40.00%) Cloudera
2 8 (26.67%) Google
2 8 (26.67%) Hortonworks
3 2 (6.67%) Oracle
4 1 (3.33%) Splunk
4 1 (3.33%) Teradata