Period
to 15 December 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 15 December 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.

NoSQL
UK > England
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 96 103 137
Rank change year-on-year +7 +34 +41
Contract jobs citing NoSQL 2,484 2,285 1,801
As % of all contract IT jobs advertised in England 2.61% 2.41% 1.88%
As % of the Database & Business Intelligence category 11.45% 10.95% 8.33%
Number of daily rates quoted 1,934 1,781 1,311
England median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% -5.00%
10th Percentile £390 £363 £356
90th Percentile £675 £638 £638
UK median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -4.04%
Number of hourly rates quoted 2 14 2
England median hourly rate £57.42 £45.00 £60.25
Median hourly rate % change year-on-year +27.59% -25.31% +20.50%
10th Percentile £52.92 £19.34 £27.33
90th Percentile £62.40 £60.81 £92.18
UK median hourly rate £35.00 £45.00 £20.50
% change year-on-year -22.22% +119.51% -59.00%

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

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 21,695 20,873 21,609
As % of all contract IT jobs advertised in England 22.76% 21.97% 22.58%
Number of daily rates quoted 15,222 14,564 14,461
England median daily rate £475 £463 £425
Median daily rate % change year-on-year +2.70% +8.82% +1.19%
10th Percentile £319 £313 £293
90th Percentile £650 £638 £600
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 231 243 308
England median hourly rate £32.50 £33.00 £28.00
Median hourly rate % change year-on-year -1.52% +17.86% +2.30%
10th Percentile £14.00 £15.19 £10.87
90th Percentile £57.50 £56.85 £47.50
UK median hourly rate £32.48 £31.23 £28.18
% change year-on-year +3.99% +10.82% +2.47%

NoSQL
Job Vacancy Trend in England

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

Job vacancy trend for NoSQL in England

NoSQL
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for NoSQL in England

NoSQL
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing NoSQL in England over the 6 months to 15 December 2018.

Contractor daily rate histogram for NoSQL in England

NoSQL
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing NoSQL in England.

Contractor hourly rate trend for NoSQL in England

NoSQL
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the England region over the 6 months to 15 December 2018. 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
London +4 1,470 £550 +4.76% 394
South East +74 470 £513 +7.89% 115
North of England -28 255 £475 +11.76% 129
Midlands +9 149 £479 +19.69% 68
Yorkshire -19 138 £475 +11.76% 50
West Midlands +26 96 £388 - 35
South West -6 86 £425 +6.25% 50
North West -46 81 £363 -14.71% 76
East Midlands -16 53 £500 +19.05% 32
East of England -47 43 £500 +11.11% 43
North East +13 36 £525 +23.53% 3
NoSQL
UK

For the 6 months to 15 December 2018, IT contractor jobs citing NoSQL 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 England region with a requirement for NoSQL.

1 1,534 (61.76%) Agile Software Development
2 1,338 (53.86%) Java
3 1,035 (41.67%) SQL
4 921 (37.08%) Amazon AWS
5 892 (35.91%) TDD
6 868 (34.94%) MongoDB
7 716 (28.82%) Microservices
8 656 (26.41%) JavaScript
9 627 (25.24%) Docker
10 597 (24.03%) Continuous Integration
11 591 (23.79%) Git (software)
12 584 (23.51%) Microsoft Azure
13 576 (23.19%) DevOps
14 574 (23.11%) Spring
15 571 (22.99%) Python
16 526 (21.18%) BDD
17 505 (20.33%) MySQL
18 492 (19.81%) Jenkins
19 490 (19.73%) Apache Cassandra
20 487 (19.61%) Ansible
21 453 (18.24%) Linux
22 444 (17.87%) C#
23 440 (17.71%) Puppet
24 432 (17.39%) PostgreSQL
25 418 (16.83%) Node.js
26 415 (16.71%) REST
27 401 (16.14%) Opscode Chef
28 399 (16.06%) Relational Database
28 399 (16.06%) Oracle
29 396 (15.94%) RESTful

NoSQL
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
1 317 (12.76%) Tomcat
2 250 (10.06%) Apache Spark
3 223 (8.98%) WebSphere
4 216 (8.70%) WebLogic
5 196 (7.89%) OpenStack
6 194 (7.81%) Elasticsearch
7 142 (5.72%) Apache
8 122 (4.91%) JBoss
9 117 (4.71%) nginx
10 114 (4.59%) Confluence
11 67 (2.70%) Jetty
12 66 (2.66%) MQSeries
13 49 (1.97%) Apache Solr
14 48 (1.93%) Apache Pig
15 22 (0.89%) CMS
16 19 (0.76%) Cloud Foundry
17 18 (0.72%) Oracle SOA Suite
18 15 (0.60%) SAS
19 14 (0.56%) Apache Airflow
20 10 (0.40%) Adobe Experience Manager
Applications
1 17 (0.68%) Microsoft Excel
2 3 (0.12%) Microsoft Office
3 2 (0.081%) MS Visio
3 2 (0.081%) Photoshop
3 2 (0.081%) Spreadsheet
4 1 (0.040%) Adobe Illustrator
4 1 (0.040%) Chatbot
4 1 (0.040%) GIMP
4 1 (0.040%) SPSS
4 1 (0.040%) Stata
Business Applications
1 9 (0.36%) Dynamics CRM
2 5 (0.20%) Distributed Ledger
3 3 (0.12%) SAP MM
3 3 (0.12%) SAP Oil and Gas
3 3 (0.12%) SAP R/3
3 3 (0.12%) Sentinel
4 2 (0.081%) ION MarketView
4 2 (0.081%) Markit EDM
4 2 (0.081%) Oracle EBS
4 2 (0.081%) PolarLake
5 1 (0.040%) Exstream
5 1 (0.040%) Magento
5 1 (0.040%) Oracle BPM
5 1 (0.040%) R3 Corda
5 1 (0.040%) Remedy ITSM
5 1 (0.040%) SAP MDG
5 1 (0.040%) SAP MDM
5 1 (0.040%) SDL Web 8
5 1 (0.040%) Unica
Cloud Services
1 921 (37.08%) Amazon AWS
2 584 (23.51%) Microsoft Azure
3 191 (7.69%) GitHub
4 128 (5.15%) Google Cloud Platform
5 93 (3.74%) Amazon S3
6 82 (3.30%) Amazon EC2
7 70 (2.82%) Amazon EMR
7 70 (2.82%) PaaS
8 69 (2.78%) Serverless
9 54 (2.17%) Google Analytics
10 52 (2.09%) AWS Lambda
11 43 (1.73%) SaaS
12 40 (1.61%) Virtual Private Cloud
13 39 (1.57%) Amazon Glacier
14 36 (1.45%) Cloud Computing
15 35 (1.41%) IaaS
16 34 (1.37%) OpenShift
17 31 (1.25%) Amazon SQS
18 30 (1.21%) Slack
19 28 (1.13%) Amazon Kinesis
Communications & Networking
1 125 (5.03%) HTTP
2 100 (4.03%) TCP/IP
3 89 (3.58%) SSL
4 40 (1.61%) DNS
5 33 (1.33%) AMQP
6 29 (1.17%) Firewall
7 25 (1.01%) FTP
8 23 (0.93%) DHCP
8 23 (0.93%) IPsec
9 15 (0.60%) SAN
9 15 (0.60%) VPN
10 11 (0.44%) WAN
11 10 (0.40%) Kerberos
11 10 (0.40%) LAN
11 10 (0.40%) NAS
12 8 (0.32%) Internet
13 5 (0.20%) iSCSI
14 4 (0.16%) Intranet
14 4 (0.16%) Reverse Proxy
15 3 (0.12%) FCoE
Database & Business Intelligence
1 868 (34.94%) MongoDB
2 505 (20.33%) MySQL
3 490 (19.73%) Apache Cassandra
4 432 (17.39%) PostgreSQL
5 399 (16.06%) Relational Database
6 389 (15.66%) Big Data
7 358 (14.41%) Hadoop
8 341 (13.73%) SQL Server
9 191 (7.69%) Redis
10 189 (7.61%) RDBMS
11 150 (6.04%) Data Warehouse
12 130 (5.23%) Apache Hive
13 123 (4.95%) HBase
14 91 (3.66%) Couchbase
15 86 (3.46%) Amazon Redshift
16 70 (2.82%) Amazon DynamoDB
17 63 (2.54%) CouchDB
18 62 (2.50%) Data Lake
19 57 (2.29%) Azure SQL Database
19 57 (2.29%) SQL Server Reporting Services
Development Applications
1 591 (23.79%) Git (software)
2 492 (19.81%) Jenkins
3 252 (10.14%) JIRA
4 247 (9.94%) Maven
5 186 (7.49%) NUnit
6 183 (7.37%) MSTest
7 144 (5.80%) JUnit
8 140 (5.64%) Cucumber
9 132 (5.31%) Selenium
9 132 (5.31%) Subversion
10 91 (3.66%) GitLab
11 78 (3.14%) Gradle
12 74 (2.98%) Ant
13 72 (2.90%) IntelliJ
14 65 (2.62%) Bitbucket
14 65 (2.62%) Gatling
15 63 (2.54%) TeamCity
15 63 (2.54%) Visual Studio Team System
16 60 (2.42%) Atlassian Bamboo
17 51 (2.05%) Eclipse
General
1 365 (14.69%) Finance
2 214 (8.62%) Banking
3 101 (4.07%) Investment Banking
4 81 (3.26%) Retail
5 73 (2.94%) Front Office
6 71 (2.86%) Games
7 41 (1.65%) Marketing
8 37 (1.49%) Telecoms
9 33 (1.33%) Legal
10 20 (0.81%) Advertising
11 18 (0.72%) Publishing
12 14 (0.56%) Back Office
13 12 (0.48%) Financial Institution
13 12 (0.48%) Retail Banking
14 11 (0.44%) Law
15 10 (0.40%) Manufacturing
15 10 (0.40%) Pharmaceutical
16 4 (0.16%) Prime Brokerage
17 3 (0.12%) Billing
17 3 (0.12%) Local Government
Job Titles
1 1,632 (65.70%) Developer
2 762 (30.68%) Java Developer
3 226 (9.10%) Senior Developer
4 199 (8.01%) Architect
5 169 (6.80%) Data Engineer
6 160 (6.44%) C# Developer
7 153 (6.16%) DevOps Engineer
8 139 (5.60%) Full Stack Developer
9 125 (5.03%) .NET Developer
10 121 (4.87%) Software Engineer
11 108 (4.35%) Python Developer
12 105 (4.23%) AWS Developer
12 105 (4.23%) Senior Java Developer
13 96 (3.86%) React Developer
14 90 (3.62%) Node.js Developer
15 85 (3.42%) Scala Developer
16 81 (3.26%) Lead Developer
17 78 (3.14%) Big Data Engineer
18 77 (3.10%) JavaScript Developer
19 72 (2.90%) Data Architect
Libraries, Frameworks & Software Standards
1 574 (23.11%) Spring
2 418 (16.83%) Node.js
3 415 (16.71%) REST
4 396 (15.94%) RESTful
5 375 (15.10%) Web Services
6 352 (14.17%) .NET
7 347 (13.97%) AngularJS
8 337 (13.57%) Kafka
9 335 (13.49%) HTML
10 321 (12.92%) CSS
11 314 (12.64%) Spring Boot
12 269 (10.83%) React
13 265 (10.67%) Hibernate
14 217 (8.74%) JSON
15 215 (8.66%) HTML5
16 180 (7.25%) RabbitMQ
17 174 (7.00%) XML
18 138 (5.56%) Play Framework
19 127 (5.11%) CSS3
20 120 (4.83%) SOAP
Miscellaneous
1 273 (10.99%) Greenfield Project
2 158 (6.36%) Analytical Skills
3 97 (3.90%) Algorithms
4 91 (3.66%) Fintech
5 84 (3.38%) User Experience
6 78 (3.14%) Enterprise Software
7 68 (2.74%) Fixed Income
8 61 (2.46%) Data Structures
9 42 (1.69%) Self-Motivation
10 30 (1.21%) Credit Risk
10 30 (1.21%) Mobile App
10 30 (1.21%) Public Cloud
11 29 (1.17%) Data Centre
12 28 (1.13%) Market Risk
13 20 (0.81%) Replication
14 19 (0.76%) Equities
15 18 (0.72%) Derivative
15 18 (0.72%) Management Information System
16 17 (0.68%) Virtual Team
17 14 (0.56%) Foreign Exchange (FX)
Operating Systems
1 453 (18.24%) Linux
2 190 (7.65%) Unix
3 158 (6.36%) Windows
4 71 (2.86%) Ubuntu
5 67 (2.70%) Red Hat Enterprise Linux
6 33 (1.33%) Android
6 33 (1.33%) Apple iOS
7 28 (1.13%) CoreOS
8 18 (0.72%) CentOS
9 15 (0.60%) Solaris
9 15 (0.60%) VMS
10 11 (0.44%) AIX
11 10 (0.40%) Windows Server
12 5 (0.20%) Debian
12 5 (0.20%) HPUX
13 4 (0.16%) DC/OS
14 3 (0.12%) Windows 10
15 2 (0.081%) Mesosphere
15 2 (0.081%) Oracle Linux
15 2 (0.081%) Windows Server 2008
Processes & Methodologies
1 1,534 (61.76%) Agile Software Development
2 892 (35.91%) TDD
3 716 (28.82%) Microservices
4 597 (24.03%) Continuous Integration
5 576 (23.19%) DevOps
6 526 (21.18%) BDD
7 380 (15.30%) OO
8 363 (14.61%) Software Engineering
9 348 (14.01%) Test Automation
10 342 (13.77%) Open Source
11 309 (12.44%) Analytics
12 306 (12.32%) Scrum
13 239 (9.62%) MVC
14 195 (7.85%) Business Intelligence
15 175 (7.05%) ETL
16 164 (6.60%) Kanban
17 163 (6.56%) Migration
18 162 (6.52%) Configuration Management
19 159 (6.40%) Computer Science
20 151 (6.08%) E-Commerce
Programming Languages
1 1,338 (53.86%) Java
2 1,035 (41.67%) SQL
3 656 (26.41%) JavaScript
4 571 (22.99%) Python
5 444 (17.87%) C#
6 348 (14.01%) Scala
7 334 (13.45%) Java 8
8 172 (6.92%) Ruby
9 95 (3.82%) Perl
10 94 (3.78%) Groovy
11 92 (3.70%) TypeScript
12 77 (3.10%) Go
13 69 (2.78%) Bash Shell
14 66 (2.66%) Java 9
15 57 (2.29%) PHP
16 54 (2.17%) Haskell
16 54 (2.17%) T-SQL
17 48 (1.93%) C++
18 46 (1.85%) R
19 43 (1.73%) VB.NET
Qualifications
1 156 (6.28%) Degree
2 85 (3.42%) Security Cleared
3 56 (2.25%) Computer Science Degree
4 52 (2.09%) SC Cleared
5 20 (0.81%) BPSS Clearance
6 18 (0.72%) PhD
7 15 (0.60%) Master's Degree
8 12 (0.48%) CTC Cleared
9 11 (0.44%) DV Cleared
10 5 (0.20%) CISSP
10 5 (0.20%) Sun Certification
11 4 (0.16%) ISEB
12 3 (0.12%) TOGAF Certification
13 2 (0.081%) AWS Certification
13 2 (0.081%) CEH
13 2 (0.081%) CISM
14 1 (0.040%) CFA
14 1 (0.040%) ISTQB
14 1 (0.040%) MCITP
14 1 (0.040%) MCTS
Quality Assurance & Compliance
1 67 (2.70%) QA
2 41 (1.65%) Data Quality
3 5 (0.20%) Disclosure Scotland
3 5 (0.20%) SLA
4 4 (0.16%) EMIR
4 4 (0.16%) MiFID
5 3 (0.12%) ISO 20022
5 3 (0.12%) PSD2
5 3 (0.12%) WCAG
6 2 (0.081%) PCI DSS
6 2 (0.081%) Sarbanes-Oxley
7 1 (0.040%) GDPR
7 1 (0.040%) PMO
System Software
1 627 (25.24%) Docker
2 59 (2.38%) HDFS
3 45 (1.81%) Apache Flume
4 30 (1.21%) Apache ZooKeeper
5 27 (1.09%) Virtual Machines
6 20 (0.81%) etcd
7 19 (0.76%) Ceph
7 19 (0.76%) flannel
7 19 (0.76%) GlusterFS
7 19 (0.76%) SkyDNS
8 14 (0.56%) Active Directory
9 9 (0.36%) VMware Infrastructure
10 8 (0.32%) Oracle RAC
11 5 (0.20%) Firmware
12 3 (0.12%) KVM
12 3 (0.12%) LXC
12 3 (0.12%) Squid
13 2 (0.081%) BIND 9
13 2 (0.081%) Postfix
13 2 (0.081%) VirtualBox
Systems Management
1 487 (19.61%) Ansible
2 440 (17.71%) Puppet
3 401 (16.14%) Opscode Chef
4 311 (12.52%) Kubernetes
5 117 (4.71%) Terraform
6 78 (3.14%) Kibana
7 74 (2.98%) Grafana
8 63 (2.54%) Cobbler
9 51 (2.05%) Mesos
10 39 (1.57%) Prometheus
11 34 (1.37%) Marathon
12 31 (1.25%) Graphite
13 28 (1.13%) rkt
14 25 (1.01%) Nagios
15 24 (0.97%) Hadoop YARN
16 22 (0.89%) HAProxy
16 22 (0.89%) Sysdig
17 20 (0.81%) Oozie
18 18 (0.72%) Host Intrusion Detection System
18 18 (0.72%) Network Intrusion Detection System
Vendors
1 399 (16.06%) Oracle
2 186 (7.49%) Google
3 167 (6.72%) Microsoft
4 70 (2.82%) Splunk
5 60 (2.42%) Hortonworks
6 48 (1.93%) Cloudera
7 46 (1.85%) SAP
8 39 (1.57%) Adobe
8 39 (1.57%) Tableau
9 31 (1.25%) Atlassian
10 30 (1.21%) Red Hat
10 30 (1.21%) Talend
11 28 (1.13%) IBM
11 28 (1.13%) MapR
12 27 (1.09%) Databricks
13 26 (1.05%) Jaspersoft
14 24 (0.97%) Sybase
15 22 (0.89%) webMethods
16 20 (0.81%) Cisco
17 17 (0.68%) Informatica