Period
to

The table below provides summary statistics for permanent job vacancies 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 25 May 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
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 392 451 616
Rank change year-on-year +59 +165 +207
Permanent jobs citing Databricks 1,455 562 314
As % of all permanent jobs advertised in the UK 0.89% 0.61% 0.34%
As % of the Vendors category 2.29% 1.59% 0.83%
Number of salaries quoted 644 450 221
10th Percentile £46,975 £45,000 £42,500
25th Percentile £55,000 £53,750 £50,000
Median annual salary (50th Percentile) £70,000 £67,500 £72,500
Median % change year-on-year +3.70% -6.90% -6.45%
75th Percentile £85,313 £80,000 £86,250
90th Percentile £100,000 £102,625 £100,000
UK excluding London median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% -0.90%

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 63,579 35,262 37,677
As % of all permanent IT jobs advertised in the UK 38.71% 38.24% 40.82%
Number of salaries quoted 33,062 25,683 29,136
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £39,500 £37,500
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £75,000 £70,250 £70,000
90th Percentile £90,000 £85,000 £87,500
UK excluding London median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Databricks
Job Vacancy Trend

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

Job vacancy trend for Databricks in the UK

Databricks
Salary Trend

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

Salary trend for Databricks in the UK

Databricks
Salary Histogram

Salary distribution for jobs citing Databricks over the 6 months to 25 May 2022.

Salary histogram for Databricks in the UK

Databricks
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Databricks within the UK over the 6 months to 25 May 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
England +62 1,257 £72,500 +3.57% 94
London +13 732 £80,000 +3.23% 64
UK excluding London +53 554 £65,000 +8.33% 32
Work from Home -59 517 £74,500 +19.20% 36
South East +36 207 £72,500 +22.37% 6
North of England -49 134 £70,000 +7.69% 8
Midlands -28 100 £65,000 +4.00% 8
North West -31 71 £65,000 -3.70% 6
West Midlands -47 63 £56,500 -9.60% 6
Scotland -21 51 £52,500 -27.59% 1
Yorkshire -56 51 £74,500 +14.62% 1
East Midlands -2 37 £65,000 +4.00% 2
South West +3 36 £67,500 +38.46% 2
East of England -67 27 £60,000 +4.35% 5
North East -3 12 £85,000 +142.86% 1
Northern Ireland - 2 £69,500 - 1
Wales -48 1 £65,000 +96.97% 1

For the 6 months to 25 May 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 with a requirement for Databricks.

1 1,192 (81.92%) Azure
2 960 (65.98%) Python
3 809 (55.60%) SQL
4 789 (54.23%) Data Lake
5 780 (53.61%) Analytics
6 740 (50.86%) Agile
7 632 (43.44%) Azure Data Factory
8 573 (39.38%) ETL
9 562 (38.63%) Big Data
10 548 (37.66%) Data Warehouse
11 514 (35.33%) Data Engineering
12 510 (35.05%) AWS
13 509 (34.98%) Apache Spark
14 483 (33.20%) Data Pipeline
15 454 (31.20%) Business Intelligence
16 447 (30.72%) DevOps
17 426 (29.28%) Data Science
18 420 (28.87%) Azure Synapse Analytics
19 417 (28.66%) Power Platform
20 406 (27.90%) Microsoft
21 370 (25.43%) Power BI
22 360 (24.74%) CI/CD
23 352 (24.19%) Java
24 348 (23.92%) Social Skills
25 344 (23.64%) Finance
26 341 (23.44%) Data Modelling
27 318 (21.86%) Scala
28 307 (21.10%) GCP
29 302 (20.76%) NoSQL
30 286 (19.66%) Machine Learning

Databricks
Co-occurring IT Skills 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
1 509 (34.98%) Apache Spark
2 206 (14.16%) Apache Airflow
3 163 (11.20%) Apache
4 35 (2.41%) Luigi
5 27 (1.86%) Elasticsearch
6 24 (1.65%) Apache Pig
7 18 (1.24%) Oracle Workflow
8 17 (1.17%) SAS
9 15 (1.03%) SharePoint
10 12 (0.82%) Apache Synapse
11 10 (0.69%) Jupyter
12 7 (0.48%) CMS
13 5 (0.34%) Apache Pulsar
14 4 (0.27%) BizTalk Server
15 3 (0.21%) Confluence
15 3 (0.21%) DataSynapse
16 2 (0.14%) MQSeries
16 2 (0.14%) Solana
Applications
1 12 (0.82%) Campfire
2 10 (0.69%) Microsoft Excel
3 2 (0.14%) Chatbot
3 2 (0.14%) Microsoft PowerPoint
3 2 (0.14%) MS Visio
4 1 (0.069%) Microsoft Office
Business Applications
1 17 (1.17%) JDE OneWorld
2 3 (0.21%) NetSuite
3 2 (0.14%) Dynamics CRM
4 1 (0.069%) Aligne
4 1 (0.069%) Endur
4 1 (0.069%) Unit4 Business World
Cloud Services
1 1,192 (81.92%) Azure
2 632 (43.44%) Azure Data Factory
3 510 (35.05%) AWS
4 420 (28.87%) Azure Synapse Analytics
5 417 (28.66%) Power Platform
6 307 (21.10%) GCP
7 238 (16.36%) Snowflake
8 184 (12.65%) Serverless
9 182 (12.51%) Azure Cosmos DB
10 150 (10.31%) Azure Monitor
11 127 (8.73%) GitHub
12 126 (8.66%) Azure Functions
13 111 (7.63%) Amazon Kinesis
14 106 (7.29%) Amazon S3
15 102 (7.01%) Azure Service Bus
16 94 (6.46%) GitHub Actions
17 87 (5.98%) Azure Machine Learning
18 85 (5.84%) Azure Event Grid
19 72 (4.95%) AWS Lambda
20 65 (4.47%) Amazon EMR
Communications & Networking
1 55 (3.78%) Cisco IPT
2 18 (1.24%) Broadband
2 18 (1.24%) Wireless
3 15 (1.03%) VPN
4 12 (0.82%) Network Security
5 8 (0.55%) Internet
6 6 (0.41%) Firewall
7 3 (0.21%) Wi-Fi
Database & Business Intelligence
1 789 (54.23%) Data Lake
2 562 (38.63%) Big Data
3 548 (37.66%) Data Warehouse
4 370 (25.43%) Power BI
5 302 (20.76%) NoSQL
6 278 (19.11%) Hadoop
7 240 (16.49%) SQL Server
8 184 (12.65%) SQL Server Integration Services
9 148 (10.17%) Tableau
10 134 (9.21%) Apache Hive
11 133 (9.14%) Relational Database
12 130 (8.93%) Azure SQL Database
13 118 (8.11%) Azure SQL Data Warehouse
14 114 (7.84%) Amazon Redshift
15 89 (6.12%) MongoDB
16 87 (5.98%) Amazon Athena
17 76 (5.22%) Apache Cassandra
17 76 (5.22%) SQL Server Reporting Services
18 74 (5.09%) HDInsight
18 74 (5.09%) SQL Server Analysis Services
Development Applications
1 112 (7.70%) Git (software)
2 78 (5.36%) Jenkins
3 48 (3.30%) CircleCI
4 25 (1.72%) SQL Server Management Studio (SSMS)
5 23 (1.58%) GitLab
5 23 (1.58%) Visual Studio
6 22 (1.51%) ERwin
7 20 (1.37%) ER Studio
8 18 (1.24%) JIRA
8 18 (1.24%) MLflow
9 15 (1.03%) PowerDesigner
10 11 (0.76%) Atlassian Bamboo
10 11 (0.76%) Selenium
11 7 (0.48%) Bitbucket
11 7 (0.48%) Postman
11 7 (0.48%) SpecFlow
12 6 (0.41%) RStudio
13 5 (0.34%) git-flow
14 4 (0.27%) Deequ
14 4 (0.27%) Octopus Deploy
General
1 348 (23.92%) Social Skills
2 344 (23.64%) Finance
3 252 (17.32%) Analytical Skills
4 104 (7.15%) Banking
5 96 (6.60%) Marketing
6 90 (6.19%) Retail
7 84 (5.77%) Inclusion and Diversity
8 72 (4.95%) Games
9 61 (4.19%) Public Sector
10 33 (2.27%) Advertising
11 30 (2.06%) Legal
12 28 (1.92%) Local Government
13 27 (1.86%) Publishing
14 26 (1.79%) Manufacturing
15 23 (1.58%) Automotive
16 22 (1.51%) Law
16 22 (1.51%) Telecoms
17 19 (1.31%) Influencing Skills
18 15 (1.03%) Presentation Skills
19 13 (0.89%) Esports
Job Titles
1 791 (54.36%) Data Engineer
2 270 (18.56%) Azure Engineer
3 220 (15.12%) Senior Data Engineer
4 200 (13.75%) Architect
5 151 (10.38%) Data Architect
6 138 (9.48%) Security Engineer
7 113 (7.77%) Cloud Engineer
8 98 (6.74%) Developer
9 90 (6.19%) Big Data Engineer
9 90 (6.19%) Senior Cloud Engineer
10 84 (5.77%) Senior Security Engineer
11 81 (5.57%) Solutions Architect
12 61 (4.19%) Consultant
13 60 (4.12%) Data Scientist
14 54 (3.71%) Cybersecurity Engineer
15 53 (3.64%) Data Consultant
16 52 (3.57%) Analyst
17 44 (3.02%) Business Intelligence Developer
18 34 (2.34%) Senior Data Scientist
19 31 (2.13%) Data Analyst
Libraries, Frameworks & Software Standards
1 271 (18.63%) Kafka
2 207 (14.23%) PySpark
3 185 (12.71%) .NET
4 69 (4.74%) Spark Streaming
5 57 (3.92%) React
6 55 (3.78%) Pandas
7 53 (3.64%) TensorFlow
8 42 (2.89%) OAuth
9 41 (2.82%) JSON
9 41 (2.82%) YAML
10 39 (2.68%) Node.js
11 38 (2.61%) XML
12 36 (2.47%) PyTorch
13 34 (2.34%) Keras
13 34 (2.34%) Web Services
14 33 (2.27%) NumPy
15 30 (2.06%) Spring
16 29 (1.99%) RabbitMQ
17 28 (1.92%) scikit-learn
18 26 (1.79%) AngularJS
Miscellaneous
1 143 (9.83%) Algorithms
2 103 (7.08%) IoT
3 89 (6.12%) Greenfield Project
4 79 (5.43%) Data Structures
5 67 (4.60%) Management Information System
6 62 (4.26%) Public Cloud
7 55 (3.78%) Robotics
8 44 (3.02%) Cloud Native
9 35 (2.41%) User Experience
10 26 (1.79%) Reinsurance
11 24 (1.65%) Educational Technology
12 23 (1.58%) Data Centre
13 18 (1.24%) Self-Motivation
14 13 (0.89%) Online Games
14 13 (0.89%) Sports Betting
15 12 (0.82%) Blog
15 12 (0.82%) FMCG
16 11 (0.76%) Hybrid Cloud
16 11 (0.76%) PropTech
17 10 (0.69%) Blockchain
Operating Systems
1 37 (2.54%) Windows
2 27 (1.86%) Linux
3 16 (1.10%) Unix
4 12 (0.82%) VMS
5 11 (0.76%) Windows Server
6 3 (0.21%) Red Hat Enterprise Linux
Processes & Methodologies
1 780 (53.61%) Analytics
2 740 (50.86%) Agile
3 573 (39.38%) ETL
4 514 (35.33%) Data Engineering
5 483 (33.20%) Data Pipeline
6 454 (31.20%) Business Intelligence
7 447 (30.72%) DevOps
8 426 (29.28%) Data Science
9 360 (24.74%) CI/CD
10 341 (23.44%) Data Modelling
11 286 (19.66%) Machine Learning
12 261 (17.94%) Data Analytics
13 239 (16.43%) Artificial Intelligence
14 229 (15.74%) Data Management
15 219 (15.05%) Visualisation
16 199 (13.68%) Risk Management
17 174 (11.96%) Software Engineering
18 169 (11.62%) Continuous Integration
19 168 (11.55%) Problem-Solving
20 156 (10.72%) Continuous Delivery
Programming Languages
1 960 (65.98%) Python
2 809 (55.60%) SQL
3 352 (24.19%) Java
4 318 (21.86%) Scala
5 219 (15.05%) C#
6 191 (13.13%) PowerShell
7 130 (8.93%) R
8 119 (8.18%) Bash
9 106 (7.29%) T-SQL
10 75 (5.15%) JavaScript
11 30 (2.06%) TypeScript
12 25 (1.72%) Data Analysis Expressions (DAX)
13 19 (1.31%) U-SQL
14 15 (1.03%) C++
15 11 (0.76%) C
15 11 (0.76%) Go
16 10 (0.69%) PL/SQL
17 9 (0.62%) Objective-C
17 9 (0.62%) Shell Script
18 8 (0.55%) PHP
Qualifications
1 163 (11.20%) Degree
2 70 (4.81%) Microsoft Certification
3 55 (3.78%) (ISC)2 CCSP
3 55 (3.78%) Cisco Certification
3 55 (3.78%) CISSP
4 47 (3.23%) TOGAF Certification
5 40 (2.75%) Computer Science Degree
6 29 (1.99%) Security Cleared
7 25 (1.72%) SC Cleared
8 14 (0.96%) PhD
9 13 (0.89%) Master's Degree
10 3 (0.21%) AWS Certification
10 3 (0.21%) BPSS Clearance
11 1 (0.069%) FFIEC
11 1 (0.069%) ITIL Certification
11 1 (0.069%) PMI Certification
11 1 (0.069%) PMP
Quality Assurance & Compliance
1 116 (7.97%) Data Quality
2 41 (2.82%) QA
3 36 (2.47%) GDPR
4 14 (0.96%) Accessibility
5 10 (0.69%) GxP
6 6 (0.41%) IFRS
6 6 (0.41%) IFRS 17
7 3 (0.21%) GRC
8 1 (0.069%) GLBA
8 1 (0.069%) ISO/IEC 27001
8 1 (0.069%) NIST
8 1 (0.069%) PCI DSS
8 1 (0.069%) SLA
System Software
1 77 (5.29%) Docker
2 51 (3.51%) Apache Flume
3 9 (0.62%) HDFS
4 8 (0.55%) Active Directory
5 3 (0.21%) Virtual Machines
6 2 (0.14%) Hyper-V
6 2 (0.14%) VMware Infrastructure
7 1 (0.069%) VirtualBox
Systems Management
1 171 (11.75%) Terraform
2 102 (7.01%) Kubernetes
3 42 (2.89%) Oozie
4 21 (1.44%) Ansible
5 15 (1.03%) Opscode Chef
6 10 (0.69%) Consul
7 6 (0.41%) Puppet
8 5 (0.34%) Kubeflow
9 2 (0.14%) Grafana
10 1 (0.069%) Docker Swarm
10 1 (0.069%) Istio
10 1 (0.069%) Prometheus
10 1 (0.069%) Single Sign-On
Vendors
1 406 (27.90%) Microsoft
2 92 (6.32%) Google
3 80 (5.50%) Salesforce.com
4 71 (4.88%) Cloudera
5 67 (4.60%) Oracle
6 54 (3.71%) Palantir
7 47 (3.23%) Informatica
8 46 (3.16%) MuleSoft
9 25 (1.72%) Splunk
10 24 (1.65%) Civica
11 22 (1.51%) Alteryx
12 18 (1.24%) Hitachi
13 14 (0.96%) CA Agile Central
13 14 (0.96%) MicroStrategy
13 14 (0.96%) SAP
14 12 (0.82%) Cadence
15 10 (0.69%) Adobe
15 10 (0.69%) Confluent
15 10 (0.69%) Salesforce Marketing Cloud
15 10 (0.69%) Tealium