Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Bigtable skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Bigtable over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Google Cloud Bigtable
UK > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 1137 1183 1275
Rank change year-on-year +46 +92 -14
Permanent jobs citing Bigtable 13 14 13
As % of all permanent IT jobs advertised in England 0.008% 0.008% 0.006%
As % of the Database & Business Intelligence category 0.026% 0.027% 0.020%
Number of salaries quoted 12 6 7
England median annual salary £82,500 £70,000 £55,000
Median salary % change year-on-year +17.86% +27.27% +10.00%
10th Percentile £57,125 £50,000 £52,000
90th Percentile £93,750 £75,000 £80,000
UK median annual salary £82,500 £70,000 £55,000
% change year-on-year +17.86% +27.27% +10.00%

Bigtable 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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50861 52245 64966
As % of all permanent IT jobs advertised in England 30.19% 29.59% 31.58%
Number of salaries quoted 42283 45101 55204
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Bigtable
Job Vacancy Trend in England

Job postings citing Bigtable as a percentage of all IT jobs advertised in England.

Job vacancy trend for Bigtable in England

Bigtable
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Bigtable in England.

Salary trend for Bigtable in England

Bigtable
Salary Histogram in England

The salary distribution of IT jobs citing Bigtable in England over the 6 months to 20 November 2017.

Salary histogram for Bigtable in England

Bigtable
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Bigtable within the England region over the 6 months to 20 November 2017. 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
London -4 12 £85,000 +21.43% 1
Midlands - 1 £50,000 -
West Midlands - 1 £50,000 -
Bigtable
UK

For the 6 months to 20 November 2017, IT jobs citing Bigtable 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 England region with a requirement for Bigtable.

1 13 (100.00%) Java
1 13 (100.00%) Google Cloud Platform
2 12 (92.31%) Big Data
3 11 (84.62%) Scala
4 10 (76.92%) Amazon AWS
4 10 (76.92%) Python
5 9 (69.23%) ETL
5 9 (69.23%) GCP
5 9 (69.23%) Software Engineering
5 9 (69.23%) Google
5 9 (69.23%) BigQuery
5 9 (69.23%) SDLC
6 8 (61.54%) Data Engineering
6 8 (61.54%) Analytics
6 8 (61.54%) NoSQL
6 8 (61.54%) Business Intelligence
6 8 (61.54%) Data Management
7 7 (53.85%) Agile Software Development
7 7 (53.85%) Data Modelling
7 7 (53.85%) Visualisation
7 7 (53.85%) Data Visualisation
8 6 (46.15%) Talend
8 6 (46.15%) Apache Cassandra
8 6 (46.15%) Data Integration
8 6 (46.15%) Data Architecture
8 6 (46.15%) Talend Open Studio
8 6 (46.15%) Adobe
8 6 (46.15%) SQL
9 5 (38.46%) Data Warehouse
9 5 (38.46%) Benchmarking

Bigtable
Co-occurring IT Skills in England 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 2 (15.38%) Apache
1 2 (15.38%) Apache Spark
1 2 (15.38%) Elasticsearch
2 1 (7.69%) Apache Pig
2 1 (7.69%) Apache Solr
2 1 (7.69%) CMS
2 1 (7.69%) Confluence
2 1 (7.69%) SAS
Cloud Services
1 13 (100.00%) Google Cloud Platform
2 10 (76.92%) Amazon AWS
3 4 (30.77%) IaaS
3 4 (30.77%) Microsoft Azure
3 4 (30.77%) PaaS
4 3 (23.08%) SaaS
5 2 (15.38%) Amazon EMR
6 1 (7.69%) CloudBees
6 1 (7.69%) Cortana Intelligence Suite
Database & Business Intelligence
1 12 (92.31%) Big Data
2 9 (69.23%) BigQuery
3 8 (61.54%) NoSQL
4 6 (46.15%) Apache Cassandra
5 5 (38.46%) Amazon DynamoDB
5 5 (38.46%) Data Warehouse
5 5 (38.46%) HBase
6 3 (23.08%) MongoDB
7 2 (15.38%) CouchDB
7 2 (15.38%) Hadoop
7 2 (15.38%) IBM BigInsights
8 1 (7.69%) Apache Hive
8 1 (7.69%) Flink
8 1 (7.69%) IBM InfoSphere
8 1 (7.69%) OpenTSDB
8 1 (7.69%) Presto
8 1 (7.69%) Qlik Sense
8 1 (7.69%) QlikView
8 1 (7.69%) Spotfire
8 1 (7.69%) SQL Server
Development Applications
1 6 (46.15%) Talend Open Studio
2 1 (7.69%) Git (software)
2 1 (7.69%) Jenkins
2 1 (7.69%) JIRA
2 1 (7.69%) Selenium
2 1 (7.69%) SonarQube
General
1 5 (38.46%) Publishing
2 1 (7.69%) Retail
Job Titles
1 8 (61.54%) Architect
2 7 (53.85%) Data Architect
3 5 (38.46%) Senior Architect
4 4 (30.77%) Senior Data Architect
5 3 (23.08%) Senior Software Engineer
5 3 (23.08%) Software Engineer
6 2 (15.38%) Solutions Architect
7 1 (7.69%) Big Data Architect
7 1 (7.69%) Big Data Engineer
7 1 (7.69%) Big Data Solutions Architect
7 1 (7.69%) Data Engineer
7 1 (7.69%) Developer
7 1 (7.69%) Java Architect
7 1 (7.69%) Java Developer
7 1 (7.69%) PHP Developer
7 1 (7.69%) Python Developer
7 1 (7.69%) Senior Java Architect
7 1 (7.69%) Senior Solutions Architect
7 1 (7.69%) Technology Architect
Libraries, Frameworks & Software Standards
1 1 (7.69%) D3.js
1 1 (7.69%) Hibernate
1 1 (7.69%) JSON
1 1 (7.69%) Kafka
1 1 (7.69%) MLlib
1 1 (7.69%) RESTful
1 1 (7.69%) SparkR
1 1 (7.69%) Spring
1 1 (7.69%) TensorFlow
1 1 (7.69%) Web Services
1 1 (7.69%) XML
Miscellaneous
1 3 (23.08%) Reference Data
1 3 (23.08%) User Experience
2 1 (7.69%) Analytical Skills
Processes & Methodologies
1 9 (69.23%) ETL
1 9 (69.23%) SDLC
1 9 (69.23%) Software Engineering
2 8 (61.54%) Analytics
2 8 (61.54%) Business Intelligence
2 8 (61.54%) Data Engineering
2 8 (61.54%) Data Management
3 7 (53.85%) Agile Software Development
3 7 (53.85%) Data Modelling
3 7 (53.85%) Data Visualisation
3 7 (53.85%) Visualisation
4 6 (46.15%) Data Architecture
4 6 (46.15%) Data Integration
5 5 (38.46%) Benchmarking
5 5 (38.46%) Data Security
5 5 (38.46%) Data Strategy
5 5 (38.46%) Matrix Organization
5 5 (38.46%) Predictive Analytics
6 3 (23.08%) Open Source
7 2 (15.38%) Microservices
Programming Languages
1 13 (100.00%) Java
2 11 (84.62%) Scala
3 10 (76.92%) Python
4 6 (46.15%) SQL
5 1 (7.69%) Go
5 1 (7.69%) PHP
5 1 (7.69%) PHP 5
5 1 (7.69%) R
Qualifications
1 3 (23.08%) Degree
Quality Assurance & Compliance
1 9 (69.23%) GCP
2 5 (38.46%) Data Quality
2 5 (38.46%) GDPR
System Software
1 2 (15.38%) Docker
Systems Management
1 1 (7.69%) Kubernetes
Vendors
1 9 (69.23%) Google
2 6 (46.15%) Adobe
2 6 (46.15%) Talend
3 2 (15.38%) Cloudera
3 2 (15.38%) Hortonworks
3 2 (15.38%) MapR
4 1 (7.69%) Alteryx
4 1 (7.69%) Apple
4 1 (7.69%) Atlassian
4 1 (7.69%) Datameer
4 1 (7.69%) Informatica
4 1 (7.69%) Netezza
4 1 (7.69%) Oracle
4 1 (7.69%) Paxata
4 1 (7.69%) Tableau
4 1 (7.69%) Teradata
4 1 (7.69%) Twitter