Period
to 19 February 2019

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 19 February 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
19 Feb 2019
Same period 2018 Same period 2017
Rank 72 81 69
Rank change year-on-year +9 -12 +17
Permanent jobs citing NoSQL 2,545 2,734 2,953
As % of all permanent IT jobs advertised in London 4.04% 3.91% 4.27%
As % of the Database & Business Intelligence category 13.70% 12.86% 14.36%
Number of salaries quoted 2,133 2,274 2,644
London median annual salary £67,500 £67,500 £65,000
Median salary % change year-on-year - +3.85% +4.00%
10th Percentile £38,750 £45,000 £42,500
90th Percentile £97,500 £95,000 £92,500
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

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

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 18,573 21,263 20,567
As % of all permanent IT jobs advertised in London 29.52% 30.42% 29.76%
Number of salaries quoted 15,386 17,529 17,960
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £37,500 £35,000
90th Percentile £95,000 £90,000 £87,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

NoSQL
Job Vacancy Trend in London

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

Job vacancy trend for NoSQL in London

NoSQL
Salary Trend in London

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

Salary trend for NoSQL in London

NoSQL
Salary Histogram in London

The salary distribution of IT jobs citing NoSQL in London over the 6 months to 19 February 2019.

Salary histogram for NoSQL in London

NoSQL
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the London region over the 6 months to 19 February 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +22 473 £70,000 +0.72% 116
West London -43 58 £60,000 -4.00% 63
South London -25 37 £65,000 +13.04% 9
East London +16 22 £70,000 +27.27% 20
North London -7 2 £50,000 -33.33% 4
NoSQL
England

For the 6 months to 19 February 2019, IT 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 permanent job ads across the London region with a requirement for NoSQL.

1 1,513 (59.45%) Agile Software Development
2 1,163 (45.70%) SQL
3 1,052 (41.34%) Java
4 1,028 (40.39%) Amazon AWS
5 924 (36.31%) Python
6 821 (32.26%) C#
7 788 (30.96%) TDD
8 765 (30.06%) .NET
9 725 (28.49%) SQL Server
10 701 (27.54%) JavaScript
11 673 (26.44%) Microsoft Azure
12 648 (25.46%) Big Data
13 625 (24.56%) Git (software)
14 601 (23.61%) Finance
15 600 (23.58%) MVC
16 581 (22.83%) Hadoop
17 576 (22.63%) Microservices
18 575 (22.59%) RESTful
19 557 (21.89%) MongoDB
20 548 (21.53%) DevOps
21 521 (20.47%) Node.js
22 492 (19.33%) Apache Spark
23 490 (19.25%) Docker
24 482 (18.94%) BDD
25 479 (18.82%) AngularJS
26 477 (18.74%) Kafka
27 471 (18.51%) Software Engineering
28 468 (18.39%) ASP.NET
29 445 (17.49%) ASP.NET Web API
30 428 (16.82%) Scrum

NoSQL
Co-occurring IT Skills in London 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
1 492 (19.33%) Apache Spark
2 275 (10.81%) Elasticsearch
3 132 (5.19%) Apache
4 125 (4.91%) Apache Pig
5 64 (2.51%) CMS
6 60 (2.36%) Tomcat
7 56 (2.20%) Apache Solr
8 48 (1.89%) IIS
8 48 (1.89%) SAS
9 43 (1.69%) Confluence
10 37 (1.45%) nginx
11 35 (1.38%) SharePoint
12 31 (1.22%) WebSphere
13 22 (0.86%) Cloud Foundry
13 22 (0.86%) EPiServer
13 22 (0.86%) Ethereum
14 19 (0.75%) Mule
14 19 (0.75%) Sitecore CMS
15 18 (0.71%) WordPress
16 16 (0.63%) Apache Airflow
Applications
1 10 (0.39%) SPSS
2 4 (0.16%) Chatbot
2 4 (0.16%) Microsoft Excel
3 3 (0.12%) MS Visio
4 2 (0.079%) Microsoft PowerPoint
5 1 (0.039%) Adobe Premiere
5 1 (0.039%) HipChat
Business Applications
1 10 (0.39%) Eloqua
2 8 (0.31%) Payment Gateway
3 7 (0.28%) Dynamics CRM
4 5 (0.20%) Distributed Ledger
5 4 (0.16%) Magento
6 2 (0.079%) SAP ERP
6 2 (0.079%) SAP InfiniteInsight
7 1 (0.039%) BigMachines
Cloud Services
1 1,028 (40.39%) Amazon AWS
2 673 (26.44%) Microsoft Azure
3 263 (10.33%) Google Cloud Platform
4 140 (5.50%) SaaS
5 124 (4.87%) Serverless
6 109 (4.28%) GitHub
7 89 (3.50%) PaaS
8 88 (3.46%) Cloud Computing
9 80 (3.14%) AWS Lambda
10 69 (2.71%) Amazon S3
11 55 (2.16%) Amazon SQS
12 44 (1.73%) Amazon EMR
13 36 (1.41%) Amazon EC2
13 36 (1.41%) IaaS
14 35 (1.38%) Amazon Kinesis
14 35 (1.38%) AWS CloudFormation
15 27 (1.06%) npm
16 26 (1.02%) Apigee
17 19 (0.75%) Amazon CloudWatch
18 18 (0.71%) Azure Data Factory
Communications & Networking
1 73 (2.87%) HTTP
2 61 (2.40%) Internet
3 37 (1.45%) Firewall
4 32 (1.26%) VPN
5 27 (1.06%) DNS
6 20 (0.79%) TCP/IP
7 16 (0.63%) AMQP
7 16 (0.63%) Reverse Proxy
8 15 (0.59%) Intranet
9 13 (0.51%) VLAN
10 12 (0.47%) BIG-IP
11 10 (0.39%) Ethernet
11 10 (0.39%) MPLS
12 7 (0.28%) SSH
13 6 (0.24%) Skype
13 6 (0.24%) SSL
14 5 (0.20%) GoToMeeting
14 5 (0.20%) Peer-to-Peer Networking
14 5 (0.20%) SMTP
14 5 (0.20%) Unified Communications
Database & Business Intelligence
1 725 (28.49%) SQL Server
2 648 (25.46%) Big Data
3 581 (22.83%) Hadoop
4 557 (21.89%) MongoDB
5 405 (15.91%) Apache Cassandra
6 318 (12.50%) MySQL
7 291 (11.43%) Relational Database
8 271 (10.65%) HBase
9 267 (10.49%) Apache Hive
10 249 (9.78%) SQL Server 2016
11 207 (8.13%) PostgreSQL
12 182 (7.15%) Amazon Redshift
13 174 (6.84%) Data Warehouse
14 156 (6.13%) Redis
15 148 (5.82%) Amazon DynamoDB
16 132 (5.19%) CouchDB
17 119 (4.68%) RDBMS
18 118 (4.64%) Couchbase
18 118 (4.64%) Impala
19 109 (4.28%) SQL Server Integration Services
Development Applications
1 625 (24.56%) Git (software)
2 304 (11.94%) Jenkins
3 111 (4.36%) Maven
4 103 (4.05%) TeamCity
5 95 (3.73%) JIRA
6 79 (3.10%) Team Foundation Server
7 74 (2.91%) Atlassian Bamboo
7 74 (2.91%) Octopus Deploy
8 73 (2.87%) Visual Studio
9 68 (2.67%) JUnit
10 50 (1.96%) Vagrant
11 47 (1.85%) Gradle
11 47 (1.85%) Selenium
12 41 (1.61%) Visual Studio Team System
13 39 (1.53%) GitLab
14 31 (1.22%) gulp
15 30 (1.18%) webpack
16 29 (1.14%) Mocha
17 28 (1.10%) Hudson
17 28 (1.10%) MSBuild
General
1 601 (23.61%) Finance
2 213 (8.37%) Banking
3 141 (5.54%) Law
4 140 (5.50%) Games
5 116 (4.56%) Military
6 111 (4.36%) Marketing
6 111 (4.36%) Retail
7 83 (3.26%) Telecoms
8 77 (3.03%) Advertising
9 41 (1.61%) Publishing
10 40 (1.57%) Investment Banking
11 29 (1.14%) Music Industry
12 25 (0.98%) Financial Institution
13 20 (0.79%) Manufacturing
14 16 (0.63%) Electronics
15 14 (0.55%) Front Office
16 13 (0.51%) Legal
17 12 (0.47%) Pharmaceutical
18 11 (0.43%) French Language
19 10 (0.39%) Automotive
Job Titles
1 1,346 (52.89%) Developer
2 493 (19.37%) .NET Developer
3 336 (13.20%) Java Developer
4 322 (12.65%) Data Engineer
5 320 (12.57%) C# Developer
6 298 (11.71%) Architect
7 236 (9.27%) C# .NET Developer
8 219 (8.61%) Senior Developer
9 171 (6.72%) ASP.NET Developer
10 161 (6.33%) C# ASP.NET Developer
11 153 (6.01%) Big Data Engineer
12 149 (5.85%) Data Architect
13 109 (4.28%) DevOps Engineer
14 91 (3.58%) ASP.NET MVC Developer
14 91 (3.58%) Python Developer
15 88 (3.46%) Full Stack Developer
16 85 (3.34%) Software Engineer
17 84 (3.30%) Lead Developer
18 82 (3.22%) Big Data Architect
19 73 (2.87%) Python Engineer
Libraries, Frameworks & Software Standards
1 765 (30.06%) .NET
2 575 (22.59%) RESTful
3 521 (20.47%) Node.js
4 479 (18.82%) AngularJS
5 477 (18.74%) Kafka
6 468 (18.39%) ASP.NET
7 445 (17.49%) ASP.NET Web API
8 403 (15.83%) ASP.NET MVC
9 386 (15.17%) HTML
10 376 (14.77%) CSS
11 357 (14.03%) React
12 310 (12.18%) REST
13 297 (11.67%) Web Services
14 294 (11.55%) Spring
15 262 (10.29%) .NET Framework
16 235 (9.23%) Entity Framework
17 232 (9.12%) .NET Core
18 229 (9.00%) WCF
19 180 (7.07%) ASP.NET MVC 5
19 180 (7.07%) Code First Entity Framework
Miscellaneous
1 218 (8.57%) Greenfield Project
2 214 (8.41%) Fintech
3 142 (5.58%) Algorithms
4 125 (4.91%) Analytical Skills
5 110 (4.32%) Data Structures
6 90 (3.54%) Hedge funds
6 90 (3.54%) User Experience
7 60 (2.36%) Enterprise Software
8 57 (2.24%) Cloud Native
9 50 (1.96%) Self-Motivation
10 43 (1.69%) Clustering
10 43 (1.69%) Social Media
11 41 (1.61%) Mobile App
12 39 (1.53%) Linux Command Line
13 36 (1.41%) Blog
14 35 (1.38%) Social Network
14 35 (1.38%) Virtual Team
15 26 (1.02%) Hybrid Cloud
16 25 (0.98%) BBC
16 25 (0.98%) Replication
Operating Systems
1 335 (13.16%) Linux
2 235 (9.23%) Windows
3 111 (4.36%) Unix
4 79 (3.10%) Red Hat Enterprise Linux
5 68 (2.67%) CentOS
6 54 (2.12%) Windows Server
7 49 (1.93%) Apple iOS
8 40 (1.57%) Ubuntu
9 33 (1.30%) Android
10 22 (0.86%) Fedora
11 17 (0.67%) SUSE
12 13 (0.51%) Windows Server 2012
13 10 (0.39%) CoreOS
14 7 (0.28%) VMS
14 7 (0.28%) Windows NT
15 6 (0.24%) Debian
16 4 (0.16%) Mac OS X
17 3 (0.12%) DC/OS
17 3 (0.12%) Windows 7
17 3 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,513 (59.45%) Agile Software Development
2 788 (30.96%) TDD
3 600 (23.58%) MVC
4 576 (22.63%) Microservices
5 548 (21.53%) DevOps
6 482 (18.94%) BDD
7 471 (18.51%) Software Engineering
8 428 (16.82%) Scrum
9 405 (15.91%) Analytics
10 393 (15.44%) Machine Learning
11 349 (13.71%) Continuous Integration
12 346 (13.60%) Web Application Development
13 292 (11.47%) Data Science
14 270 (10.61%) Computer Science
15 239 (9.39%) Data Modelling
16 232 (9.12%) OO
17 229 (9.00%) ETL
18 227 (8.92%) Business Intelligence
19 223 (8.76%) Test Automation
20 221 (8.68%) Artificial Intelligence
Programming Languages
1 1,163 (45.70%) SQL
2 1,052 (41.34%) Java
3 924 (36.31%) Python
4 821 (32.26%) C#
5 701 (27.54%) JavaScript
6 391 (15.36%) Scala
7 340 (13.36%) Ruby
8 239 (9.39%) Java 8
9 145 (5.70%) Go
10 132 (5.19%) PHP
11 106 (4.17%) R
12 102 (4.01%) PowerShell
13 86 (3.38%) Bash Shell
14 85 (3.34%) ES6
15 74 (2.91%) C++
16 62 (2.44%) TypeScript
17 59 (2.32%) T-SQL
18 57 (2.24%) Shell Script
19 55 (2.16%) Perl
20 37 (1.45%) C
Qualifications
1 353 (13.87%) Degree
2 134 (5.27%) Computer Science Degree
3 29 (1.14%) PhD
4 28 (1.10%) AWS Certification
5 26 (1.02%) Security Cleared
6 23 (0.90%) Master's Degree
6 23 (0.90%) SAFe Agilist
7 20 (0.79%) TOGAF Certification
8 17 (0.67%) Microsoft Certification
9 16 (0.63%) MCSA
10 12 (0.47%) SC Cleared
11 10 (0.39%) RHCE
11 10 (0.39%) RHCSA
12 9 (0.35%) Numerate Degree
13 5 (0.20%) DV Cleared
13 5 (0.20%) MCP
14 4 (0.16%) CISSP
14 4 (0.16%) CSSLP
14 4 (0.16%) GWAPT
15 2 (0.079%) PMI Certification
Quality Assurance & Compliance
1 79 (3.10%) QA
2 58 (2.28%) Data Quality
3 43 (1.69%) GDPR
4 13 (0.51%) MiFID
5 9 (0.35%) ISO/IEC 20000
5 9 (0.35%) ISO/IEC 27001
5 9 (0.35%) PCI DSS
6 4 (0.16%) IFRS
6 4 (0.16%) Solvency II
7 2 (0.079%) SLA
8 1 (0.039%) COBIT
8 1 (0.039%) HL7
System Software
1 490 (19.25%) Docker
2 101 (3.97%) Apache Flume
3 69 (2.71%) HDFS
4 59 (2.32%) Apache ZooKeeper
5 37 (1.45%) VMware Infrastructure
6 30 (1.18%) Virtual Machines
7 19 (0.75%) Active Directory
8 17 (0.67%) Hyper-V
9 10 (0.39%) iptables
10 8 (0.31%) VirtualBox
11 5 (0.20%) etcd
12 4 (0.16%) SkyDNS
12 4 (0.16%) vSphere
13 3 (0.12%) GlusterFS
13 3 (0.12%) Terminal Services
13 3 (0.12%) VMware ESXi
13 3 (0.12%) XenDesktop
14 2 (0.079%) NFS
15 1 (0.039%) KVM
15 1 (0.039%) Oracle RAC
Systems Management
1 279 (10.96%) Kubernetes
2 149 (5.85%) Ansible
3 122 (4.79%) Puppet
4 115 (4.52%) Oozie
5 108 (4.24%) Opscode Chef
6 102 (4.01%) Hadoop YARN
7 90 (3.54%) Terraform
8 80 (3.14%) Prometheus
9 54 (2.12%) Grafana
10 44 (1.73%) Mesos
11 32 (1.26%) Kibana
12 24 (0.94%) Ambari
13 21 (0.83%) Docker Swarm
14 19 (0.75%) Failover Clustering
15 18 (0.71%) logstash
16 16 (0.63%) Perfmon
17 14 (0.55%) HAProxy
17 14 (0.55%) Rancher
18 13 (0.51%) Packer
19 11 (0.43%) Graphite
Vendors
1 289 (11.36%) Microsoft
2 232 (9.12%) Oracle
3 221 (8.68%) Google
4 176 (6.92%) Cloudera
5 134 (5.27%) Hortonworks
6 99 (3.89%) Databricks
7 93 (3.65%) MapR
8 92 (3.61%) Tableau
9 76 (2.99%) Splunk
10 73 (2.87%) Red Hat
11 68 (2.67%) IBM
12 56 (2.20%) SAP
13 52 (2.04%) Informatica
14 48 (1.89%) Talend
15 44 (1.73%) VMware
16 41 (1.61%) Atlassian
17 33 (1.30%) Apple
18 30 (1.18%) Facebook
19 29 (1.14%) TIBCO
20 27 (1.06%) Dynatrace