Period
to 22 January 2022

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Databricks products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Databricks over the 6 months to 22 January 2022 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 Databricks.

Databricks
UK > England
6 months to
22 Jan 2022
Same period 2021 Same period 2020
Rank 338 385 798
Rank change year-on-year +47 +413 +162
Permanent jobs citing Databricks 1,070 410 223
As % of all permanent jobs advertised in England 0.96% 0.72% 0.19%
As % of the Vendors category 2.47% 1.90% 0.46%
Number of salaries quoted 661 356 187
10th Percentile £46,250 £47,739 £45,750
25th Percentile £55,000 £53,750 £57,500
Median annual salary (50th Percentile) £70,000 £70,000 £75,000
Median % change year-on-year - -6.67% -6.25%
75th Percentile £86,250 £90,000 £87,500
90th Percentile £97,500 £105,000 £90,000
UK median annual salary £70,000 £70,000 £75,000
% change year-on-year - -6.67% -6.25%

Databricks 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 43,337 21,534 48,535
As % of all permanent IT jobs advertised in England 38.88% 37.65% 41.62%
Number of salaries quoted 28,389 17,219 37,770
10th Percentile £30,000 £31,250 £27,500
25th Percentile £40,000 £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 £68,750
90th Percentile £90,000 £85,000 £85,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Databricks
Job Vacancy Trend in England

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

Job vacancy trend for Databricks in England

Databricks
Salary Trend in England

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

Salary trend for Databricks in England

Databricks
Salary Histogram in England

Salary distribution for jobs citing Databricks in England over the 6 months to 22 January 2022.

Salary histogram for Databricks in England

Databricks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Databricks within the England region over the 6 months to 22 January 2022. 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
Jobs
London -68 453 £77,500 -8.82% 102
South East +90 247 £67,500 +17.39% 36
Midlands +10 132 £57,500 +4.55% 13
North of England -103 111 £71,250 +7.55% 24
West Midlands +9 93 £57,500 - 11
North West -79 54 £65,000 -7.14% 14
Yorkshire -54 47 £82,500 +37.50% 9
South West -12 46 £60,000 +14.29% 6
East Midlands -32 39 £65,000 +18.18% 2
East of England -61 34 £58,750 +30.56% 8
North East -23 10 £70,000 +40.00% 1
Databricks
UK

For the 6 months to 22 January 2022, IT jobs citing Databricks 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 Databricks.

1 953 (89.07%) Azure
2 658 (61.50%) Python
3 641 (59.91%) Analytics
4 590 (55.14%) Data Lake
5 587 (54.86%) SQL
6 563 (52.62%) Agile Software Development
7 518 (48.41%) Azure Data Factory
8 453 (42.34%) Business Intelligence
9 436 (40.75%) ETL
10 435 (40.65%) Power Platform
11 418 (39.07%) DevOps
12 407 (38.04%) Microsoft
13 395 (36.92%) Power BI
14 390 (36.45%) Big Data
15 347 (32.43%) Data Warehouse
16 336 (31.40%) AWS
17 304 (28.41%) Azure Synapse Analytics
18 300 (28.04%) Data Engineering
19 296 (27.66%) Data Modelling
20 288 (26.92%) Java
21 273 (25.51%) PowerShell
22 252 (23.55%) Data Pipeline
23 251 (23.46%) CI/CD
24 243 (22.71%) Risk Management
25 233 (21.78%) Data Analytics
26 227 (21.21%) Data Science
27 218 (20.37%) Apache Spark
28 217 (20.28%) Data Management
29 216 (20.19%) SQL Server
30 212 (19.81%) Scala

Databricks
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
1 218 (20.37%) Apache Spark
2 107 (10.00%) Apache
3 65 (6.07%) Apache Airflow
4 16 (1.50%) SAS
5 8 (0.75%) Elasticsearch
6 6 (0.56%) Luigi
7 5 (0.47%) Confluence
8 4 (0.37%) Apache Solr
8 4 (0.37%) Apache Synapse
8 4 (0.37%) Jupyter
9 3 (0.28%) Apache Pig
9 3 (0.28%) Oracle SOA Suite
10 2 (0.19%) SharePoint
11 1 (0.093%) ArcGIS
11 1 (0.093%) CMS
11 1 (0.093%) Umbraco
Applications
1 31 (2.90%) Microsoft Excel
2 6 (0.56%) MS Visio
3 5 (0.47%) Chatbot
4 4 (0.37%) Microsoft Office
4 4 (0.37%) Microsoft Project
5 3 (0.28%) Microsoft PowerPoint
6 1 (0.093%) Campfire
6 1 (0.093%) Spreadsheet
Business Applications
1 10 (0.93%) JDE OneWorld
2 2 (0.19%) NetSuite
Cloud Services
1 953 (89.07%) Azure
2 518 (48.41%) Azure Data Factory
3 435 (40.65%) Power Platform
4 336 (31.40%) AWS
5 304 (28.41%) Azure Synapse Analytics
6 194 (18.13%) Serverless
7 147 (13.74%) Azure Cosmos DB
8 135 (12.62%) Azure Functions
9 133 (12.43%) Azure Monitor
10 131 (12.24%) GitHub
11 107 (10.00%) GCP
12 97 (9.07%) Azure Machine Learning
12 97 (9.07%) GitHub Actions
13 90 (8.41%) Azure Service Bus
13 90 (8.41%) Snowflake
14 89 (8.32%) Microsoft 365
15 84 (7.85%) AWS Lambda
16 81 (7.57%) Azure Event Grid
17 78 (7.29%) PaaS
18 76 (7.10%) Amazon S3
Communications & Networking
1 111 (10.37%) Cisco IPT
2 28 (2.62%) Wireless
3 13 (1.21%) Network Security
4 7 (0.65%) Firewall
5 4 (0.37%) FTP
5 4 (0.37%) Internet
6 3 (0.28%) VPN
7 2 (0.19%) Broadband
8 1 (0.093%) Cisco ASA
Database & Business Intelligence
1 590 (55.14%) Data Lake
2 395 (36.92%) Power BI
3 390 (36.45%) Big Data
4 347 (32.43%) Data Warehouse
5 216 (20.19%) SQL Server
6 187 (17.48%) SQL Server Integration Services
7 165 (15.42%) NoSQL
8 123 (11.50%) HDInsight
9 113 (10.56%) Azure SQL Database
10 110 (10.28%) Hadoop
11 104 (9.72%) Tableau
12 102 (9.53%) Apache Cassandra
13 100 (9.35%) MongoDB
14 85 (7.94%) Amazon Redshift
14 85 (7.94%) SQL Server Analysis Services
15 84 (7.85%) Amazon Athena
16 62 (5.79%) Azure SQL Data Warehouse
17 61 (5.70%) Relational Database
18 59 (5.51%) SQL Server Reporting Services
19 56 (5.23%) PostgreSQL
Development Applications
1 75 (7.01%) Git (software)
2 24 (2.24%) JIRA
3 22 (2.06%) RStudio
4 19 (1.78%) ER Studio
4 19 (1.78%) Visual Studio
5 18 (1.68%) Jenkins
6 16 (1.50%) kappa
7 12 (1.12%) Atlassian Bamboo
7 12 (1.12%) ERwin
7 12 (1.12%) PowerDesigner
8 10 (0.93%) MLflow
8 10 (0.93%) SQL Server Management Studio (SSMS)
9 7 (0.65%) GitLab
9 7 (0.65%) SpecFlow
9 7 (0.65%) Visual Studio Team System
10 6 (0.56%) Bitbucket
10 6 (0.56%) Team Foundation Server
10 6 (0.56%) Vagrant
11 5 (0.47%) git-flow
11 5 (0.47%) Selenium
General
1 203 (18.97%) Social Skills
2 192 (17.94%) Finance
3 135 (12.62%) Analytical Skills
4 43 (4.02%) Banking
5 38 (3.55%) Retail
6 30 (2.80%) Inclusion and Diversity
7 25 (2.34%) Manufacturing
8 22 (2.06%) Advertising
9 21 (1.96%) Telecoms
10 18 (1.68%) Legal
11 17 (1.59%) Law
11 17 (1.59%) Publishing
12 14 (1.31%) Front Office
13 12 (1.12%) Public Sector
14 11 (1.03%) Aerospace
14 11 (1.03%) Presentation Skills
15 10 (0.93%) Automotive
16 9 (0.84%) Marketing
17 6 (0.56%) Influencing Skills
18 5 (0.47%) Wearables
Job Titles
1 548 (51.21%) Data Engineer
2 196 (18.32%) Security Engineer
3 186 (17.38%) Azure Engineer
4 172 (16.07%) Architect
5 152 (14.21%) Senior Data Engineer
6 137 (12.80%) Data Architect
7 129 (12.06%) Cloud Engineer
8 110 (10.28%) Big Data Engineer
9 108 (10.09%) Developer
10 104 (9.72%) Senior Cloud Engineer
11 97 (9.07%) Senior Security Engineer
12 85 (7.94%) Cybersecurity Engineer
13 53 (4.95%) Analyst
14 50 (4.67%) Business Intelligence Developer
15 48 (4.49%) AWS Engineer
16 36 (3.36%) Azure Architect
16 36 (3.36%) Data Scientist
17 35 (3.27%) Solutions Architect
18 30 (2.80%) Azure Developer
18 30 (2.80%) Consultant
Libraries, Frameworks & Software Standards
1 130 (12.15%) .NET
2 126 (11.78%) Kafka
3 59 (5.51%) PySpark
4 36 (3.36%) YAML
5 35 (3.27%) ActiveMQ
6 34 (3.18%) MDX
7 25 (2.34%) JSON
8 17 (1.59%) React
9 16 (1.50%) TensorFlow
9 16 (1.50%) XML
10 15 (1.40%) .NET Core
11 14 (1.31%) CSS
12 13 (1.21%) REST
12 13 (1.21%) scikit-learn
13 12 (1.12%) HTML
13 12 (1.12%) Spark Streaming
13 12 (1.12%) Web Services
14 10 (0.93%) Pandas
15 8 (0.75%) D3.js
15 8 (0.75%) SAML
Miscellaneous
1 61 (5.70%) Management Information System
2 40 (3.74%) Robotics
3 27 (2.52%) Data Structures
4 20 (1.87%) Greenfield Project
4 20 (1.87%) Reinsurance
5 16 (1.50%) Virtual Team
6 15 (1.40%) User Experience
7 13 (1.21%) Algorithms
7 13 (1.21%) Cloud Native
7 13 (1.21%) Data Centre
7 13 (1.21%) Enterprise Software
8 9 (0.84%) Social Network
9 8 (0.75%) Data Protection Act
10 6 (0.56%) Hedge funds
10 6 (0.56%) Hybrid Cloud
10 6 (0.56%) Social Media
11 5 (0.47%) Blog
12 4 (0.37%) Foreign Exchange (FX)
12 4 (0.37%) Tandem
13 3 (0.28%) NHS
Operating Systems
1 17 (1.59%) Windows
2 15 (1.40%) Linux
3 9 (0.84%) Windows Server
4 7 (0.65%) Unix
5 3 (0.28%) Android
6 2 (0.19%) Red Hat Enterprise Linux
7 1 (0.093%) Apple iOS
Processes & Methodologies
1 641 (59.91%) Analytics
2 563 (52.62%) Agile Software Development
3 453 (42.34%) Business Intelligence
4 436 (40.75%) ETL
5 418 (39.07%) DevOps
6 300 (28.04%) Data Engineering
7 296 (27.66%) Data Modelling
8 252 (23.55%) Data Pipeline
9 251 (23.46%) CI/CD
10 243 (22.71%) Risk Management
11 233 (21.78%) Data Analytics
12 227 (21.21%) Data Science
13 217 (20.28%) Data Management
14 156 (14.58%) Machine Learning
15 148 (13.83%) SDLC
16 146 (13.64%) Continuous Improvement
17 140 (13.08%) Continuous Integration
18 139 (12.99%) Cybersecurity
18 139 (12.99%) Information Management
19 135 (12.62%) Problem-Solving
Programming Languages
1 658 (61.50%) Python
2 587 (54.86%) SQL
3 288 (26.92%) Java
4 273 (25.51%) PowerShell
5 212 (19.81%) Scala
6 176 (16.45%) C#
7 125 (11.68%) Bash
8 89 (8.32%) R
9 57 (5.33%) T-SQL
10 44 (4.11%) Data Analysis Expressions (DAX)
11 36 (3.36%) JavaScript
12 14 (1.31%) C++
12 14 (1.31%) Go
13 12 (1.12%) C
14 10 (0.93%) PL/SQL
15 9 (0.84%) U-SQL
16 7 (0.65%) PHP
16 7 (0.65%) Shell Script
17 6 (0.56%) TypeScript
18 4 (0.37%) ES6
Qualifications
1 111 (10.37%) (ISC)2 CCSP
1 111 (10.37%) Cisco Certification
1 111 (10.37%) CISSP
2 110 (10.28%) Degree
3 59 (5.51%) Microsoft Certification
4 49 (4.58%) AWS Certification
5 43 (4.02%) TOGAF Certification
6 26 (2.43%) Computer Science Degree
7 14 (1.31%) CCSP
8 13 (1.21%) Security Cleared
9 11 (1.03%) SC Cleared
10 6 (0.56%) ISEB
10 6 (0.56%) Master's Degree
11 4 (0.37%) ISTQB
12 3 (0.28%) Numerate Degree
13 2 (0.19%) CCA
13 2 (0.19%) ITIL Certification
13 2 (0.19%) MCSE
13 2 (0.19%) PMP
13 2 (0.19%) Tableau Certification
Quality Assurance & Compliance
1 86 (8.04%) Data Quality
2 21 (1.96%) QA
3 17 (1.59%) GxP
4 10 (0.93%) GDPR
5 8 (0.75%) IFRS
6 7 (0.65%) Accessibility
7 3 (0.28%) NIST
8 1 (0.093%) SLA
System Software
1 49 (4.58%) Docker
2 7 (0.65%) Active Directory
3 6 (0.56%) VirtualBox
4 4 (0.37%) Apache Flume
4 4 (0.37%) Virtual Machines
4 4 (0.37%) VMware Infrastructure
5 2 (0.19%) HDFS
5 2 (0.19%) Hyper-V
6 1 (0.093%) Apache ZooKeeper
6 1 (0.093%) etcd
Systems Management
1 102 (9.53%) Terraform
2 61 (5.70%) Kubernetes
3 27 (2.52%) Ansible
4 6 (0.56%) Docker Swarm
4 6 (0.56%) Opscode Chef
5 5 (0.47%) Kubeflow
6 4 (0.37%) HP ALM
6 4 (0.37%) HP Quality Center
6 4 (0.37%) Oozie
7 3 (0.28%) Puppet
8 2 (0.19%) Grafana
8 2 (0.19%) Nagios
9 1 (0.093%) Active Directory Federation Services
9 1 (0.093%) Consul
9 1 (0.093%) FortiGate
9 1 (0.093%) Prometheus
Vendors
1 407 (38.04%) Microsoft
2 86 (8.04%) Palantir
3 61 (5.70%) Informatica
4 53 (4.95%) Google
5 52 (4.86%) Salesforce.com
6 45 (4.21%) Oracle
7 40 (3.74%) MuleSoft
8 17 (1.59%) Cloudera
8 17 (1.59%) ServiceNow
9 14 (1.31%) SAP
9 14 (1.31%) StreamSets
10 13 (1.21%) Alteryx
11 11 (1.03%) Hortonworks
12 10 (0.93%) Civica
13 9 (0.84%) Facebook
14 6 (0.56%) Dataiku
15 5 (0.47%) NVIDIA
16 4 (0.37%) Atlassian
16 4 (0.37%) SnapLogic
16 4 (0.37%) Talend