Period
to 1 December 2021

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Facebook products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Facebook over the 6 months to 1 December 2021 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Facebook, Inc.

Facebook
UK > England
6 months to
1 Dec 2021
Same period 2020 Same period 2019
Rank 529 606 761
Rank change year-on-year +77 +155 -161
Permanent jobs citing Facebook 572 90 285
As % of all permanent jobs advertised in England 0.51% 0.18% 0.23%
As % of the Vendors category 1.31% 0.47% 0.55%
Number of salaries quoted 128 80 252
10th Percentile £30,750 £32,500 £30,500
25th Percentile £35,000 £39,750 £42,500
Median annual salary (50th Percentile) £45,000 £55,000 £63,750
Median % change year-on-year -18.18% -13.73% +6.25%
75th Percentile £75,000 £75,000 £85,000
90th Percentile £88,250 £105,375 £90,000
UK median annual salary £45,000 £51,250 £62,500
% change year-on-year -12.20% -18.00% +8.70%

Facebook is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 43,730 19,344 51,439
As % of all permanent IT jobs advertised in England 38.76% 38.38% 41.71%
Number of salaries quoted 29,661 15,746 40,206
10th Percentile £30,000 £31,250 £27,000
25th Percentile £39,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £71,250 £67,500
90th Percentile £88,750 £85,087 £83,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Facebook
Job Vacancy Trend in England

Job postings citing Facebook as a proportion of all IT jobs advertised in England.

Job vacancy trend for Facebook in England

Facebook
Salary Trend in England

3-month moving average salary quoted in jobs citing Facebook in England.

Salary trend for Facebook in England

Facebook
Salary Histogram in England

Salary distribution for jobs citing Facebook in England over the 6 months to 1 December 2021.

Salary histogram for Facebook in England

Facebook
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Facebook within the England region over the 6 months to 1 December 2021. 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 -72 248 £55,000 -18.52% 61
East of England +9 121 £40,000 -3.03% 16
North of England -64 71 £45,000 +12.50% 48
North West -62 36 £45,000 +80.00% 35
South East -126 29 £52,500 +10.53% 23
Yorkshire -65 28 £43,750 +9.38% 10
South West -57 16 £45,000 +28.57% 6
Midlands -102 13 £40,000 +11.73% 19
East Midlands - 10 £40,000 - 9
North East - 7 £55,000 - 3
West Midlands -101 3 £36,500 +1.96% 10
Facebook
UK

For the 6 months to 1 December 2021, IT jobs citing Facebook 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 England region with a requirement for Facebook.

1 239 (41.78%) Social Media
2 182 (31.82%) Marketing
3 166 (29.02%) Social Skills
4 162 (28.32%) Degree
5 142 (24.83%) Google
6 139 (24.30%) Instagram
7 137 (23.95%) Twitter
8 135 (23.60%) Analytics
9 132 (23.08%) Agile Software Development
10 126 (22.03%) Python
11 123 (21.50%) Pharmaceutical
11 123 (21.50%) Advertising
12 103 (18.01%) AWS
13 99 (17.31%) Problem-Solving
14 96 (16.78%) Computer Science
15 91 (15.91%) Software Engineering
15 91 (15.91%) Data Science
16 84 (14.69%) YouTube
16 84 (14.69%) JavaScript
17 83 (14.51%) SQL
18 79 (13.81%) Digital Marketing
19 76 (13.29%) Analytical Skills
20 74 (12.94%) Artificial Intelligence
21 71 (12.41%) SEO
21 71 (12.41%) Java
21 71 (12.41%) Machine Learning
22 69 (12.06%) Microsoft
23 64 (11.19%) User Experience
24 62 (10.84%) Games
25 60 (10.49%) DevOps

Facebook
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 42 (7.34%) CMS
2 29 (5.07%) Apache Spark
3 27 (4.72%) SAS
4 10 (1.75%) Apache
5 9 (1.57%) Elasticsearch
5 9 (1.57%) WordPress
6 8 (1.40%) OpenStack
6 8 (1.40%) SharePoint
7 7 (1.22%) Apache Solr
7 7 (1.22%) Traefik
8 6 (1.05%) Facebook Platform
9 3 (0.52%) Apache Pig
10 1 (0.17%) Apache Airflow
10 1 (0.17%) Confluence
10 1 (0.17%) MODX
10 1 (0.17%) TPMS
Applications
1 34 (5.94%) Microsoft Office
2 28 (4.90%) Microsoft Excel
3 25 (4.37%) Photoshop
4 21 (3.67%) Spreadsheet
5 19 (3.32%) Adobe Premiere
6 16 (2.80%) Microsoft PowerPoint
7 13 (2.27%) Figma
8 11 (1.92%) Adobe Creative Suite
8 11 (1.92%) Final Cut Pro
8 11 (1.92%) Sketch
9 10 (1.75%) Chatbot
9 10 (1.75%) InDesign
10 9 (1.57%) Adobe XD
11 7 (1.22%) Adobe Illustrator
12 6 (1.05%) Adobe After Effects
13 5 (0.87%) InVision
14 2 (0.35%) Blender
15 1 (0.17%) Acrobat
15 1 (0.17%) Microsoft Project
15 1 (0.17%) MS Visio
Business Applications
1 10 (1.75%) Shopify
2 9 (1.57%) Magento
3 1 (0.17%) NetSuite
3 1 (0.17%) WebTrends
Cloud Services
1 103 (18.01%) AWS
2 46 (8.04%) GCP
3 40 (6.99%) Google Analytics
3 40 (6.99%) Serverless
4 37 (6.47%) Azure
5 36 (6.29%) Google Ads
6 33 (5.77%) GitHub
7 28 (4.90%) Amazon S3
8 24 (4.20%) Facebook Ads
9 21 (3.67%) AWS Fargate
9 21 (3.67%) AWS Lambda
10 19 (3.32%) Amazon CloudWatch
11 16 (2.80%) SaaS
12 14 (2.45%) Twilio
13 13 (2.27%) Amazon ECS
13 13 (2.27%) Power Platform
14 11 (1.92%) CloudFront
15 9 (1.57%) WhatsApp
16 8 (1.40%) Adobe Analytics
16 8 (1.40%) Twitch
Communications & Networking
1 31 (5.42%) Internet
2 22 (3.85%) Intranet
3 8 (1.40%) InfiniBand
4 6 (1.05%) HTTP
5 5 (0.87%) DAB
6 2 (0.35%) DHCP
6 2 (0.35%) DNS
6 2 (0.35%) IPv6
6 2 (0.35%) SNMP
6 2 (0.35%) SSH
6 2 (0.35%) SSL
6 2 (0.35%) Wireless
7 1 (0.17%) BGP
7 1 (0.17%) DWDM
7 1 (0.17%) Ethernet
7 1 (0.17%) Intrusion Detection
7 1 (0.17%) MPLS
7 1 (0.17%) OSPF
7 1 (0.17%) TCP/IP
7 1 (0.17%) VPN
Database & Business Intelligence
1 44 (7.69%) Relational Database
2 43 (7.52%) PostgreSQL
3 38 (6.64%) MySQL
4 21 (3.67%) Hadoop
4 21 (3.67%) MongoDB
5 19 (3.32%) Amazon DynamoDB
5 19 (3.32%) Data Mining
6 18 (3.15%) Amazon Redshift
6 18 (3.15%) Apache Cassandra
7 15 (2.62%) Metadata
7 15 (2.62%) NoSQL
8 13 (2.27%) Power BI
9 12 (2.10%) Amazon Aurora
9 12 (2.10%) Data Warehouse
10 11 (1.92%) Tableau
11 9 (1.57%) Looker
12 8 (1.40%) Apache Hive
12 8 (1.40%) BigQuery
12 8 (1.40%) Data Lake
12 8 (1.40%) Qlik Sense
Development Applications
1 25 (4.37%) Jenkins
2 16 (2.80%) Git (software)
3 11 (1.92%) webpack
4 10 (1.75%) Babel
4 10 (1.75%) CircleCI
4 10 (1.75%) Cypress.io
5 8 (1.40%) TeamCity
6 6 (1.05%) GitLab
6 6 (1.05%) Grunt
6 6 (1.05%) gulp
7 5 (0.87%) Axure RP
7 5 (0.87%) Sonatype Nexus
8 4 (0.70%) Ant
8 4 (0.70%) Eclipse
8 4 (0.70%) Gradle
8 4 (0.70%) Sourcetree
9 3 (0.52%) Balsamiq
9 3 (0.52%) JIRA
10 2 (0.35%) PHPUnit
10 2 (0.35%) Snyk
General
1 182 (31.82%) Marketing
2 166 (29.02%) Social Skills
3 123 (21.50%) Advertising
3 123 (21.50%) Pharmaceutical
4 76 (13.29%) Analytical Skills
5 62 (10.84%) Games
6 57 (9.97%) Retail
7 50 (8.74%) Finance
8 43 (7.52%) Legal
9 28 (4.90%) Influencing Skills
10 25 (4.37%) Manufacturing
11 24 (4.20%) Publishing
12 22 (3.85%) Organisational Skills
13 18 (3.15%) Social Science
14 14 (2.45%) Presentation Skills
15 13 (2.27%) Inclusion and Diversity
15 13 (2.27%) Music Industry
16 12 (2.10%) Public Sector
17 11 (1.92%) Telecoms
18 9 (1.57%) Law
Job Titles
1 49 (8.57%) Developer
2 42 (7.34%) Marketing Manager
3 31 (5.42%) Software Engineer
4 30 (5.24%) Digital Marketing Manager
5 25 (4.37%) Data Manager
6 24 (4.20%) Senior Manager
7 23 (4.02%) Development Manager
7 23 (4.02%) Programmer
8 22 (3.85%) Business Development Manager
8 22 (3.85%) Business Manager
8 22 (3.85%) Social Media Manager
9 20 (3.50%) Project Manager
10 19 (3.32%) Architect
11 17 (2.97%) Analyst
11 17 (2.97%) Data Scientist
12 15 (2.62%) Front End Developer (Client-Side Developer)
12 15 (2.62%) Senior Developer
13 14 (2.45%) Designer
13 14 (2.45%) Full Stack Developer
13 14 (2.45%) Statistical Programmer
Libraries, Frameworks & Software Standards
1 57 (9.97%) React
2 56 (9.79%) Node.js
3 39 (6.82%) GraphQL
3 39 (6.82%) RESTful
4 35 (6.12%) CSS
5 33 (5.77%) HTML
6 27 (4.72%) REST
7 25 (4.37%) .NET
8 22 (3.85%) COM
9 20 (3.50%) Jest
10 19 (3.32%) AngularJS
10 19 (3.32%) Next.js
11 14 (2.45%) Symfony
12 12 (2.10%) Laravel
12 12 (2.10%) React Native
12 12 (2.10%) WebRTC
12 12 (2.10%) WebSockets
13 11 (1.92%) Web Services
14 10 (1.75%) Nightwatchjs
14 10 (1.75%) WebGL
Miscellaneous
1 239 (41.78%) Social Media
2 64 (11.19%) User Experience
3 41 (7.17%) Life Science
4 39 (6.82%) Algorithms
5 31 (5.42%) Virtual Team
6 28 (4.90%) Mobile App
7 25 (4.37%) Cloud Native
8 22 (3.85%) Driving Licence
9 21 (3.67%) Blog
9 21 (3.67%) Marketing Technology
10 20 (3.50%) Management Information System
11 16 (2.80%) Video Editing
12 15 (2.62%) Mobile Games
13 13 (2.27%) Self-Motivation
14 12 (2.10%) Data Structures
15 11 (1.92%) Data Centre
16 9 (1.57%) Enterprise Software
16 9 (1.57%) Public Cloud
17 8 (1.40%) Private Cloud
17 8 (1.40%) Smartphone
Operating Systems
1 13 (2.27%) Android
2 12 (2.10%) Apple iOS
3 6 (1.05%) Linux
4 1 (0.17%) Mac OS
4 1 (0.17%) Windows
Processes & Methodologies
1 135 (23.60%) Analytics
2 132 (23.08%) Agile Software Development
3 99 (17.31%) Problem-Solving
4 96 (16.78%) Computer Science
5 91 (15.91%) Data Science
5 91 (15.91%) Software Engineering
6 79 (13.81%) Digital Marketing
7 74 (12.94%) Artificial Intelligence
8 71 (12.41%) Machine Learning
8 71 (12.41%) SEO
9 60 (10.49%) DevOps
10 58 (10.14%) Project Management
11 53 (9.27%) Pay per click
12 52 (9.09%) Validation
13 48 (8.39%) Front End Development
13 48 (8.39%) Full Stack Development
13 48 (8.39%) Scrum
14 46 (8.04%) Coaching
15 44 (7.69%) Decision-Making
16 43 (7.52%) Mentoring
Programming Languages
1 126 (22.03%) Python
2 84 (14.69%) JavaScript
3 83 (14.51%) SQL
4 71 (12.41%) Java
5 45 (7.87%) R
6 42 (7.34%) TypeScript
7 41 (7.17%) C++
8 39 (6.82%) PHP
9 21 (3.67%) Ruby
10 17 (2.97%) VBA
11 15 (2.62%) C
11 15 (2.62%) Groovy
12 14 (2.45%) Elixir
13 12 (2.10%) ES6
14 8 (1.40%) Kotlin
15 7 (1.22%) Perl
16 6 (1.05%) Apple Swift
16 6 (1.05%) Go
17 5 (0.87%) Haskell
17 5 (0.87%) MATLAB
Qualifications
1 162 (28.32%) Degree
2 32 (5.59%) PhD
3 28 (4.90%) Computer Science Degree
4 8 (1.40%) Numerate Degree
5 6 (1.05%) Master's Degree
6 5 (0.87%) Postgraduate
7 2 (0.35%) ACCA
7 2 (0.35%) CIMA
8 1 (0.17%) AAT
8 1 (0.17%) CCNA
8 1 (0.17%) CIPD
8 1 (0.17%) CISA
8 1 (0.17%) Cisco Certification
8 1 (0.17%) CISM
8 1 (0.17%) CISSP
8 1 (0.17%) CRISC
8 1 (0.17%) MBA
8 1 (0.17%) Six Sigma Black Belt
8 1 (0.17%) Six Sigma Green Belt
Quality Assurance & Compliance
1 33 (5.77%) GxP
2 16 (2.80%) QA
3 12 (2.10%) Good Clinical Practice
4 10 (1.75%) Accessibility
5 9 (1.57%) 21 CFR Part 11
5 9 (1.57%) CDISC
5 9 (1.57%) GDPR
6 5 (0.87%) SLA
7 4 (0.70%) Sarbanes-Oxley
8 3 (0.52%) GMP
9 1 (0.17%) ISO 14001
System Software
1 37 (6.47%) Docker
2 8 (1.40%) Slurm Workload Manager
3 7 (1.22%) Apache ZooKeeper
4 2 (0.35%) Firmware
5 1 (0.17%) LXC
5 1 (0.17%) NFS
5 1 (0.17%) Squid
5 1 (0.17%) VMware Infrastructure
Systems Management
1 50 (8.74%) Kubernetes
2 33 (5.77%) Terraform
3 10 (1.75%) Puppet
4 7 (1.22%) Mesos
5 6 (1.05%) Prometheus
6 3 (0.52%) Systems Management Server (SMS)
7 2 (0.35%) Ansible
7 2 (0.35%) Opscode Chef
Vendors
1 142 (24.83%) Google
2 139 (24.30%) Instagram
3 137 (23.95%) Twitter
4 84 (14.69%) YouTube
5 69 (12.06%) Microsoft
6 48 (8.39%) Adobe
7 40 (6.99%) TikTok
8 32 (5.59%) Snapchat
9 27 (4.72%) Apple
10 14 (2.45%) BT
11 10 (1.75%) Dataiku
11 10 (1.75%) Oracle
12 9 (1.57%) Spotify
13 8 (1.40%) Avid
13 8 (1.40%) SAP
13 8 (1.40%) Tealium
14 7 (1.22%) Pinterest
14 7 (1.22%) Talend
15 6 (1.05%) Alibaba
15 6 (1.05%) Databricks