Period
to 18 August 2019

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for BigQuery skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited BigQuery over the 6 months to 18 August 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.

Google BigQuery
England > Yorkshire
6 months to
18 Aug 2019
Same period 2018 Same period 2017
Rank 132 191 -
Rank change year-on-year +59 - -
Contract jobs citing BigQuery 46 4 0
As % of all contract IT jobs advertised in Yorkshire 1.12% 0.081% -
As % of the Database & Business Intelligence category 5.59% 0.35% -
Number of daily rates quoted 29 1 0
Yorkshire median daily rate £495 £650 -
Median daily rate % change year-on-year -23.85% - -
England median daily rate £525 £525 £455
% change year-on-year - +15.38% +1.11%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate - £47.50 -

BigQuery 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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 823 1,145 995
As % of all contract IT jobs advertised in Yorkshire 20.11% 23.15% 23.37%
Number of daily rates quoted 545 815 651
Yorkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +3.23%
10th Percentile £306 £305 £300
90th Percentile £575 £545 £538
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 20 19 11
Yorkshire median hourly rate £20.86 £20.00 £17.50
Median hourly rate % change year-on-year +4.28% +14.29% +25.00%
10th Percentile £15.22 £14.15 £12.00
90th Percentile £35.00 £34.00 £35.00
England median hourly rate £35.00 £30.00 £30.00
% change year-on-year +16.67% - +5.26%

BigQuery
Job Vacancy Trend in Yorkshire

Job postings citing BigQuery as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for BigQuery in Yorkshire

BigQuery
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing BigQuery in Yorkshire.

Contractor daily rate trend for BigQuery in Yorkshire

BigQuery
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing BigQuery in Yorkshire over the 6 months to 18 August 2019.

Contractor daily rate histogram for BigQuery in Yorkshire

BigQuery
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing BigQuery within the Yorkshire region over the 6 months to 18 August 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Yorkshire +28 36 £498 -
West Yorkshire +35 9 £450 -30.77% 1
North Yorkshire - 1 - -
BigQuery
England

For the 6 months to 18 August 2019, IT contractor jobs citing BigQuery 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 Yorkshire region with a requirement for BigQuery.

1 45 (97.83%) Google Cloud Platform
2 40 (86.96%) Agile Software Development
3 37 (80.43%) Python
3 37 (80.43%) JIRA
4 36 (78.26%) Google
5 34 (73.91%) Finance
5 34 (73.91%) Analytics
6 30 (65.22%) SQL
7 29 (63.04%) Continuous Integration
8 27 (58.70%) Big Data
9 26 (56.52%) Kanban
9 26 (56.52%) Scrum
9 26 (56.52%) Continuous Deployment
10 18 (39.13%) Qlik Sense
11 17 (36.96%) Hadoop
12 15 (32.61%) DevOps
12 15 (32.61%) Virtual Team
13 14 (30.43%) Digital Transformation Programme
13 14 (30.43%) Problem-Solving
13 14 (30.43%) QlikView
13 14 (30.43%) Change Management
13 14 (30.43%) Financial Institution
14 13 (28.26%) SAS
14 13 (28.26%) Pentaho
15 12 (26.09%) Migration
15 12 (26.09%) Linux
16 11 (23.91%) Release Management
16 11 (23.91%) Confluence
16 11 (23.91%) Jenkins
17 9 (19.57%) Data Analytics

BigQuery
Co-occurring IT Skills in Yorkshire 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 13 (28.26%) SAS
2 11 (23.91%) Confluence
3 9 (19.57%) Jupyter
3 9 (19.57%) OpenStack
4 7 (15.22%) Apache
5 3 (6.52%) Apache Spark
6 2 (4.35%) Elasticsearch
Cloud Services
1 45 (97.83%) Google Cloud Platform
2 9 (19.57%) GitHub
3 5 (10.87%) Amazon AWS
4 2 (4.35%) Amazon EC2
4 2 (4.35%) Amazon ECS
4 2 (4.35%) Amazon EMR
4 2 (4.35%) Google App Engine
4 2 (4.35%) Google Compute Engine
5 1 (2.17%) Microsoft Azure
5 1 (2.17%) Serverless
Database & Business Intelligence
1 27 (58.70%) Big Data
2 18 (39.13%) Qlik Sense
3 17 (36.96%) Hadoop
4 14 (30.43%) QlikView
5 13 (28.26%) Pentaho
6 4 (8.70%) Bigtable
7 2 (4.35%) Amazon DynamoDB
7 2 (4.35%) NoSQL
7 2 (4.35%) PostgreSQL
8 1 (2.17%) MySQL
8 1 (2.17%) SQL Server
Development Applications
1 37 (80.43%) JIRA
2 11 (23.91%) Jenkins
3 9 (19.57%) Git (software)
3 9 (19.57%) Gradle
3 9 (19.57%) Sonatype Nexus
4 2 (4.35%) Bitbucket
4 2 (4.35%) Cucumber
4 2 (4.35%) git-flow
4 2 (4.35%) Selenium
General
1 34 (73.91%) Finance
2 14 (30.43%) Financial Institution
3 3 (6.52%) Banking
3 3 (6.52%) Marketing
Job Titles
1 35 (76.09%) Developer
2 22 (47.83%) Python Developer
3 13 (28.26%) Lead Developer
4 5 (10.87%) Technical Leader
5 4 (8.70%) Cloud Engineer
5 4 (8.70%) QlikView Developer
6 3 (6.52%) AWS DevOps
6 3 (6.52%) AWS DevOps Engineer
6 3 (6.52%) AWS Engineer
6 3 (6.52%) DevOps Engineer
6 3 (6.52%) Platform Engineer
6 3 (6.52%) Scala Developer
7 2 (4.35%) Java Developer
7 2 (4.35%) Lead Java Developer
8 1 (2.17%) Cloud Developer
8 1 (2.17%) Consultant
8 1 (2.17%) Java Engineer
8 1 (2.17%) MySQL Developer
8 1 (2.17%) PHP Developer
8 1 (2.17%) PHP MySQL Developer
Libraries, Frameworks & Software Standards
1 9 (19.57%) NumPy
1 9 (19.57%) Pandas
1 9 (19.57%) PySpark
1 9 (19.57%) scikit-learn
2 4 (8.70%) Apache Beam
3 3 (6.52%) JSON
3 3 (6.52%) Kafka
3 3 (6.52%) SOAP
3 3 (6.52%) XML
4 2 (4.35%) Lambda Expressions
4 2 (4.35%) REST
5 1 (2.17%) Node.js
5 1 (2.17%) RESTful
Miscellaneous
1 15 (32.61%) Virtual Team
2 3 (6.52%) Public Cloud
3 2 (4.35%) Enterprise Software
Operating Systems
1 12 (26.09%) Linux
Processes & Methodologies
1 40 (86.96%) Agile Software Development
2 34 (73.91%) Analytics
3 29 (63.04%) Continuous Integration
4 26 (56.52%) Continuous Deployment
4 26 (56.52%) Kanban
4 26 (56.52%) Scrum
5 15 (32.61%) DevOps
6 14 (30.43%) Change Management
6 14 (30.43%) Digital Transformation Programme
6 14 (30.43%) Problem-Solving
7 12 (26.09%) Migration
8 11 (23.91%) Release Management
9 9 (19.57%) Big Data Analytics
9 9 (19.57%) Data Analytics
9 9 (19.57%) Infrastructure Engineering
9 9 (19.57%) Process Improvement
10 4 (8.70%) Data Science
11 3 (6.52%) Microservices
11 3 (6.52%) Performance Measurement
11 3 (6.52%) Personalization
Programming Languages
1 37 (80.43%) Python
2 30 (65.22%) SQL
3 9 (19.57%) Bash Shell
3 9 (19.57%) R
4 6 (13.04%) Java
5 3 (6.52%) Scala
6 1 (2.17%) C
6 1 (2.17%) PHP
Qualifications
1 6 (13.04%) Degree
System Software
1 2 (4.35%) Docker
Systems Management
1 9 (19.57%) Ansible
2 2 (4.35%) Terraform
3 1 (2.17%) Kubernetes
Vendors
1 36 (78.26%) Google