Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Google Cloud Bigtable
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1175 1222 1282
Rank change year-on-year +47 +60 +7
Permanent jobs citing Bigtable 14 15 14
As % of all permanent IT jobs advertised in the UK 0.008% 0.008% 0.006%
As % of the Database & Business Intelligence category 0.026% 0.027% 0.020%
Number of salaries quoted 13 6 7
UK median annual salary £80,000 £70,000 £55,000
Median salary % change year-on-year +14.29% +27.27% +10.00%
10th Percentile £47,250 £50,000 £52,000
90th Percentile £93,750 £75,000 £80,000
UK excluding London median annual salary £47,500 - £55,000

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54470 56272 68544
As % of all permanent IT jobs advertised in the UK 30.24% 29.65% 31.52%
Number of salaries quoted 44832 48097 57738
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Bigtable
Job Vacancy Trend

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

Job vacancy trend for Bigtable in the UK

Bigtable
Salary Trend

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

Salary trend for Bigtable in the UK

Bigtable
Salary Histogram

The salary distribution of IT jobs citing Bigtable over the 6 months to 23 November 2017.

Salary histogram for Bigtable in the UK

Bigtable
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Bigtable within the UK over the 6 months to 23 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
England +36 13 £82,500 +17.86% 2
London +8 12 £85,000 +21.43% 1
UK excluding London - 2 £47,500 - 1
Midlands - 1 £50,000 - 1
West Midlands - 1 £50,000 - 1
Scotland - 1 £45,000 -

For the 6 months to 23 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 with a requirement for Bigtable.

1 13 (92.86%) Java
1 13 (92.86%) Google Cloud Platform
2 12 (85.71%) Big Data
3 11 (78.57%) Python
3 11 (78.57%) Scala
4 10 (71.43%) Amazon AWS
5 9 (64.29%) NoSQL
5 9 (64.29%) BigQuery
5 9 (64.29%) Google
5 9 (64.29%) Software Engineering
5 9 (64.29%) ETL
5 9 (64.29%) GCP
5 9 (64.29%) SDLC
6 8 (57.14%) Business Intelligence
6 8 (57.14%) Data Management
6 8 (57.14%) Data Engineering
6 8 (57.14%) Analytics
7 7 (50.00%) Apache Cassandra
7 7 (50.00%) Data Visualisation
7 7 (50.00%) Visualisation
7 7 (50.00%) Agile Software Development
7 7 (50.00%) Data Modelling
7 7 (50.00%) SQL
8 6 (42.86%) Adobe
8 6 (42.86%) Data Integration
8 6 (42.86%) Data Architecture
8 6 (42.86%) Talend Open Studio
8 6 (42.86%) Talend
9 5 (35.71%) Data Quality
9 5 (35.71%) HBase

Bigtable
Co-occurring IT Skills 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 (14.29%) Apache
1 2 (14.29%) Apache Spark
1 2 (14.29%) Elasticsearch
2 1 (7.14%) Apache Pig
2 1 (7.14%) Apache Solr
2 1 (7.14%) CMS
2 1 (7.14%) Confluence
2 1 (7.14%) MQSeries
2 1 (7.14%) SAS
Cloud Services
1 13 (92.86%) Google Cloud Platform
2 10 (71.43%) Amazon AWS
3 4 (28.57%) IaaS
3 4 (28.57%) Microsoft Azure
3 4 (28.57%) PaaS
4 3 (21.43%) SaaS
5 2 (14.29%) Amazon EMR
6 1 (7.14%) CloudBees
6 1 (7.14%) Cortana Intelligence Suite
Database & Business Intelligence
1 12 (85.71%) Big Data
2 9 (64.29%) BigQuery
2 9 (64.29%) NoSQL
3 7 (50.00%) Apache Cassandra
4 5 (35.71%) Amazon DynamoDB
4 5 (35.71%) Data Warehouse
4 5 (35.71%) HBase
5 3 (21.43%) MongoDB
6 2 (14.29%) CouchDB
6 2 (14.29%) Hadoop
6 2 (14.29%) IBM BigInsights
7 1 (7.14%) Apache Hive
7 1 (7.14%) Flink
7 1 (7.14%) IBM InfoSphere
7 1 (7.14%) OpenTSDB
7 1 (7.14%) Presto
7 1 (7.14%) Qlik Sense
7 1 (7.14%) Relational Database
7 1 (7.14%) Spotfire
7 1 (7.14%) SQL Server
Development Applications
1 6 (42.86%) Talend Open Studio
2 1 (7.14%) Git (software)
2 1 (7.14%) Jenkins
2 1 (7.14%) JIRA
2 1 (7.14%) Selenium
2 1 (7.14%) SonarQube
General
1 5 (35.71%) Publishing
2 1 (7.14%) Finance
2 1 (7.14%) Retail
Job Titles
1 8 (57.14%) Architect
2 7 (50.00%) Data Architect
3 5 (35.71%) Senior Architect
4 4 (28.57%) Senior Data Architect
5 3 (21.43%) Senior Software Engineer
5 3 (21.43%) Software Engineer
6 2 (14.29%) Solutions Architect
7 1 (7.14%) Big Data Architect
7 1 (7.14%) Big Data Engineer
7 1 (7.14%) Big Data Solutions Architect
7 1 (7.14%) Data Engineer
7 1 (7.14%) Developer
7 1 (7.14%) Java Architect
7 1 (7.14%) Java Developer
7 1 (7.14%) PHP Developer
7 1 (7.14%) Python Developer
7 1 (7.14%) Senior Java Architect
7 1 (7.14%) Senior Solutions Architect
7 1 (7.14%) Technology Architect
Libraries, Frameworks & Software Standards
1 2 (14.29%) XML
2 1 (7.14%) D3.js
2 1 (7.14%) Hibernate
2 1 (7.14%) JSON
2 1 (7.14%) Kafka
2 1 (7.14%) Middleware
2 1 (7.14%) MLlib
2 1 (7.14%) RESTful
2 1 (7.14%) SparkR
2 1 (7.14%) Spring
2 1 (7.14%) TensorFlow
2 1 (7.14%) Web Services
2 1 (7.14%) XML Schema
Miscellaneous
1 3 (21.43%) Reference Data
1 3 (21.43%) User Experience
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Virtual Team
Processes & Methodologies
1 9 (64.29%) ETL
1 9 (64.29%) SDLC
1 9 (64.29%) Software Engineering
2 8 (57.14%) Analytics
2 8 (57.14%) Business Intelligence
2 8 (57.14%) Data Engineering
2 8 (57.14%) Data Management
3 7 (50.00%) Agile Software Development
3 7 (50.00%) Data Modelling
3 7 (50.00%) Data Visualisation
3 7 (50.00%) Visualisation
4 6 (42.86%) Data Architecture
4 6 (42.86%) Data Integration
5 5 (35.71%) Benchmarking
5 5 (35.71%) Data Security
5 5 (35.71%) Data Strategy
5 5 (35.71%) Matrix Organization
5 5 (35.71%) Predictive Analytics
6 3 (21.43%) Open Source
6 3 (21.43%) Test Automation
Programming Languages
1 13 (92.86%) Java
2 11 (78.57%) Python
2 11 (78.57%) Scala
3 7 (50.00%) SQL
4 1 (7.14%) Go
4 1 (7.14%) PHP
4 1 (7.14%) PHP 5
4 1 (7.14%) R
4 1 (7.14%) XPath
Qualifications
1 3 (21.43%) Degree
Quality Assurance & Compliance
1 9 (64.29%) GCP
2 5 (35.71%) Data Quality
2 5 (35.71%) GDPR
System Software
1 2 (14.29%) Docker
Systems Management
1 1 (7.14%) Kubernetes
Vendors
1 9 (64.29%) Google
2 6 (42.86%) Adobe
2 6 (42.86%) Talend
3 2 (14.29%) Cloudera
3 2 (14.29%) Hortonworks
3 2 (14.29%) MapR
4 1 (7.14%) Alteryx
4 1 (7.14%) Apple
4 1 (7.14%) Atlassian
4 1 (7.14%) Datameer
4 1 (7.14%) Informatica
4 1 (7.14%) Netezza
4 1 (7.14%) Oracle
4 1 (7.14%) Paxata
4 1 (7.14%) Tableau
4 1 (7.14%) Teradata
4 1 (7.14%) Twitter