Period
to 5 December 2021

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 5 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 Databricks.

Databricks
UK
6 months to
5 Dec 2021
Same period 2020 Same period 2019
Rank 359 407 835
Rank change year-on-year +48 +428 +209
Permanent jobs citing Databricks 1,139 364 235
As % of all permanent jobs advertised in the UK 0.90% 0.65% 0.17%
As % of the Vendors category 2.30% 1.69% 0.42%
Number of salaries quoted 763 311 196
10th Percentile £46,250 £47,500 £46,500
25th Percentile £54,000 £53,750 £53,750
Median annual salary (50th Percentile) £70,000 £70,000 £75,000
Median % change year-on-year - -6.67% -3.23%
75th Percentile £85,000 £88,750 £87,500
90th Percentile £97,500 £102,500 £95,000
UK excluding London median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +31.58%

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 49,456 21,576 56,320
As % of all permanent IT jobs advertised in the UK 38.93% 38.59% 41.67%
Number of salaries quoted 33,037 17,345 43,722
10th Percentile £30,000 £31,250 £27,000
25th Percentile £39,375 £40,000 £36,196
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £70,000 £67,500
90th Percentile £88,750 £85,000 £83,750
UK excluding London median annual salary £47,500 £45,500 £45,000
% change year-on-year +4.40% +1.11% -

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 5 December 2021.

Salary histogram for Databricks in the UK

Databricks
Top 16 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 5 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
England +49 1,024 £70,000 - 165
UK excluding London +84 562 £65,000 +8.33% 90
London -56 475 £73,500 -12.24% 86
South East +28 207 £67,500 +22.73% 25
Work from Home -136 160 £67,500 +22.73% 41
Midlands -10 119 £55,000 - 16
North of England -89 108 £70,000 - 31
West Midlands -6 92 £56,250 -6.25% 13
Yorkshire -31 60 £82,500 +43.48% 7
Scotland -25 52 £60,000 +9.09% 11
South West -24 46 £60,000 +14.29% 4
North West -126 38 £62,500 -10.71% 15
East of England -70 30 £65,000 - 3
East Midlands -46 27 £50,000 -4.76% 3
North East -13 10 £70,000 +33.33% 10
Wales -47 2 £57,250 +56.85%

For the 6 months to 5 December 2021, 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.

1 988 (86.74%) Azure
2 710 (62.34%) SQL
3 666 (58.47%) Python
3 666 (58.47%) Analytics
4 602 (52.85%) Data Lake
5 542 (47.59%) Azure Data Factory
6 499 (43.81%) Business Intelligence
7 480 (42.14%) Agile Software Development
8 474 (41.62%) Power Platform
9 451 (39.60%) Microsoft
10 437 (38.37%) Power BI
11 420 (36.87%) ETL
12 417 (36.61%) DevOps
13 404 (35.47%) Data Warehouse
14 373 (32.75%) Data Modelling
14 373 (32.75%) Big Data
15 362 (31.78%) AWS
16 309 (27.13%) Data Engineering
17 296 (25.99%) Azure Synapse Analytics
18 279 (24.50%) Java
19 274 (24.06%) SQL Server
20 262 (23.00%) Data Pipeline
21 257 (22.56%) Apache Spark
22 236 (20.72%) PowerShell
23 227 (19.93%) Social Skills
24 223 (19.58%) Data Science
25 221 (19.40%) Scala
26 214 (18.79%) SQL Server Integration Services
27 212 (18.61%) Data Analytics
28 194 (17.03%) Data Management

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
1 257 (22.56%) Apache Spark
2 137 (12.03%) Apache
3 43 (3.78%) Apache Airflow
4 8 (0.70%) Apache Synapse
4 8 (0.70%) Confluence
4 8 (0.70%) Elasticsearch
5 7 (0.61%) Oracle SOA Suite
5 7 (0.61%) SAS
6 4 (0.35%) Apache Solr
6 4 (0.35%) Jupyter
7 3 (0.26%) SharePoint
8 2 (0.18%) Apache Pig
8 2 (0.18%) Luigi
9 1 (0.088%) ArcGIS
9 1 (0.088%) CMS
9 1 (0.088%) IIS
9 1 (0.088%) Umbraco
Applications
1 33 (2.90%) Microsoft Excel
2 8 (0.70%) Microsoft Office
3 7 (0.61%) Microsoft Project
3 7 (0.61%) MS Visio
3 7 (0.61%) Spreadsheet
4 5 (0.44%) Chatbot
5 1 (0.088%) Microsoft PowerPoint
Business Applications
1 3 (0.26%) JDE OneWorld
2 1 (0.088%) Dynamics AX
2 1 (0.088%) NetSuite
2 1 (0.088%) SAP S/4HANA
2 1 (0.088%) Sentinel
Cloud Services
1 988 (86.74%) Azure
2 542 (47.59%) Azure Data Factory
3 474 (41.62%) Power Platform
4 362 (31.78%) AWS
5 296 (25.99%) Azure Synapse Analytics
6 161 (14.14%) Serverless
7 141 (12.38%) Azure Cosmos DB
7 141 (12.38%) GCP
8 111 (9.75%) GitHub
9 105 (9.22%) Amazon S3
9 105 (9.22%) Azure Functions
10 97 (8.52%) PaaS
11 95 (8.34%) Azure Machine Learning
12 87 (7.64%) Snowflake
13 73 (6.41%) AWS Lambda
14 70 (6.15%) Microsoft 365
15 69 (6.06%) Amazon Kinesis
16 68 (5.97%) GitHub Actions
17 67 (5.88%) Azure Service Bus
18 60 (5.27%) Amazon EMR
Communications & Networking
1 85 (7.46%) Cisco IPT
2 25 (2.19%) Wireless
3 6 (0.53%) Network Security
3 6 (0.53%) VPN
4 5 (0.44%) Cisco ASA
5 4 (0.35%) FTP
6 3 (0.26%) Firewall
7 2 (0.18%) DNS
7 2 (0.18%) Internet
8 1 (0.088%) Broadband
Database & Business Intelligence
1 602 (52.85%) Data Lake
2 437 (38.37%) Power BI
3 404 (35.47%) Data Warehouse
4 373 (32.75%) Big Data
5 274 (24.06%) SQL Server
6 214 (18.79%) SQL Server Integration Services
7 184 (16.15%) NoSQL
8 153 (13.43%) Azure SQL Database
9 151 (13.26%) Tableau
10 146 (12.82%) Hadoop
11 137 (12.03%) SQL Server Analysis Services
12 98 (8.60%) HDInsight
13 95 (8.34%) PostgreSQL
14 94 (8.25%) Azure SQL Data Warehouse
15 90 (7.90%) SQL Server Reporting Services
16 89 (7.81%) Amazon Redshift
17 87 (7.64%) Apache Cassandra
18 85 (7.46%) MongoDB
19 72 (6.32%) Amazon Athena
19 72 (6.32%) MySQL
Development Applications
1 104 (9.13%) Git (software)
2 34 (2.99%) Visual Studio
3 32 (2.81%) JIRA
4 28 (2.46%) SQL Server Management Studio (SSMS)
5 25 (2.19%) Jenkins
6 20 (1.76%) kappa
6 20 (1.76%) RStudio
7 16 (1.40%) MLflow
8 15 (1.32%) Atlassian Bamboo
9 13 (1.14%) ER Studio
10 12 (1.05%) Vagrant
11 11 (0.97%) Team Foundation Server
12 10 (0.88%) ERwin
12 10 (0.88%) SpecFlow
13 8 (0.70%) NUnit
13 8 (0.70%) Selenium
14 7 (0.61%) GitLab
14 7 (0.61%) Visual Studio Team System
15 6 (0.53%) PowerDesigner
16 5 (0.44%) PyCharm
General
1 227 (19.93%) Social Skills
2 190 (16.68%) Finance
3 129 (11.33%) Analytical Skills
4 41 (3.60%) Retail
5 27 (2.37%) Banking
5 27 (2.37%) Manufacturing
6 23 (2.02%) Presentation Skills
7 22 (1.93%) Inclusion and Diversity
8 19 (1.67%) Telecoms
9 17 (1.49%) Legal
10 16 (1.40%) Advertising
11 15 (1.32%) Back Office
11 15 (1.32%) Public Sector
12 13 (1.14%) Law
13 11 (0.97%) Front Office
14 9 (0.79%) Marketing
15 8 (0.70%) Czech Language
15 8 (0.70%) Electronics
16 5 (0.44%) Influencing Skills
16 5 (0.44%) Wearables
Job Titles
1 560 (49.17%) Data Engineer
2 207 (18.17%) Architect
3 182 (15.98%) Azure Engineer
4 169 (14.84%) Data Architect
5 149 (13.08%) Senior Data Engineer
6 147 (12.91%) Security Engineer
7 145 (12.73%) Developer
8 105 (9.22%) Cloud Engineer
9 84 (7.37%) Big Data Engineer
10 76 (6.67%) Senior Cloud Engineer
11 68 (5.97%) Business Intelligence Developer
11 68 (5.97%) Senior Security Engineer
12 63 (5.53%) Cybersecurity Engineer
13 59 (5.18%) Azure Developer
14 58 (5.09%) Azure Architect
15 51 (4.48%) Data Scientist
16 47 (4.13%) Analyst
16 47 (4.13%) Solutions Architect
17 46 (4.04%) AWS Engineer
17 46 (4.04%) Consultant
Libraries, Frameworks & Software Standards
1 121 (10.62%) Kafka
2 111 (9.75%) .NET
3 65 (5.71%) PySpark
4 40 (3.51%) MDX
5 32 (2.81%) ActiveMQ
6 28 (2.46%) TensorFlow
7 27 (2.37%) ARM Templates
8 25 (2.19%) scikit-learn
9 24 (2.11%) JSON
9 24 (2.11%) React
9 24 (2.11%) Spark Streaming
10 19 (1.67%) Web Services
11 16 (1.40%) Pandas
11 16 (1.40%) YAML
12 14 (1.23%) .NET Core
13 13 (1.14%) CSS
13 13 (1.14%) MXNet
13 13 (1.14%) REST
14 12 (1.05%) RESTful
14 12 (1.05%) XML
Miscellaneous
1 50 (4.39%) Management Information System
2 39 (3.42%) Data Structures
3 37 (3.25%) Robotics
4 34 (2.99%) Algorithms
5 25 (2.19%) Enterprise Software
6 20 (1.76%) Cloud Native
7 18 (1.58%) Virtual Team
8 17 (1.49%) Reinsurance
9 14 (1.23%) Greenfield Project
10 12 (1.05%) Hybrid Cloud
11 9 (0.79%) Blog
11 9 (0.79%) Data Protection Act
11 9 (0.79%) Social Network
12 7 (0.61%) Tandem
12 7 (0.61%) User Experience
12 7 (0.61%) Wiki
13 6 (0.53%) Data Centre
13 6 (0.53%) NHS
14 5 (0.44%) Hedge funds
14 5 (0.44%) Social Media
Operating Systems
1 18 (1.58%) Linux
2 10 (0.88%) Windows
3 9 (0.79%) Unix
4 8 (0.70%) Windows Server
5 4 (0.35%) Android
6 2 (0.18%) Apple iOS
6 2 (0.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 666 (58.47%) Analytics
2 499 (43.81%) Business Intelligence
3 480 (42.14%) Agile Software Development
4 420 (36.87%) ETL
5 417 (36.61%) DevOps
6 373 (32.75%) Data Modelling
7 309 (27.13%) Data Engineering
8 262 (23.00%) Data Pipeline
9 223 (19.58%) Data Science
10 212 (18.61%) Data Analytics
11 194 (17.03%) Data Management
11 194 (17.03%) Machine Learning
12 192 (16.86%) Risk Management
13 153 (13.43%) Visualisation
14 150 (13.17%) Problem-Solving
15 143 (12.55%) Artificial Intelligence
16 124 (10.89%) Continuous Integration
17 121 (10.62%) SDLC
18 112 (9.83%) Migration
19 108 (9.48%) Data Architecture
Programming Languages
1 710 (62.34%) SQL
2 666 (58.47%) Python
3 279 (24.50%) Java
4 236 (20.72%) PowerShell
5 221 (19.40%) Scala
6 148 (12.99%) C#
7 99 (8.69%) R
8 93 (8.17%) Bash Shell
9 84 (7.37%) T-SQL
10 58 (5.09%) Data Analysis Expressions (DAX)
11 42 (3.69%) Go
12 39 (3.42%) JavaScript
13 15 (1.32%) PL/SQL
13 15 (1.32%) U-SQL
14 10 (0.88%) Shell Script
15 9 (0.79%) C++
16 6 (0.53%) C
16 6 (0.53%) TypeScript
17 5 (0.44%) ES6
18 3 (0.26%) VB.NET
Qualifications
1 115 (10.10%) Degree
2 85 (7.46%) (ISC)2 CCSP
2 85 (7.46%) Cisco Certification
2 85 (7.46%) CISSP
3 56 (4.92%) Microsoft Certification
4 49 (4.30%) AWS Certification
5 39 (3.42%) TOGAF Certification
6 21 (1.84%) Computer Science Degree
7 20 (1.76%) Security Cleared
8 18 (1.58%) SC Cleared
9 15 (1.32%) CCSP
10 10 (0.88%) ISEB
11 7 (0.61%) ISTQB
12 6 (0.53%) MCSE
13 5 (0.44%) Master's Degree
14 3 (0.26%) ITIL Certification
14 3 (0.26%) MBCS
14 3 (0.26%) MCITP
14 3 (0.26%) MCSA
14 3 (0.26%) Numerate Degree
Quality Assurance & Compliance
1 95 (8.34%) Data Quality
2 15 (1.32%) QA
3 8 (0.70%) GDPR
4 7 (0.61%) GxP
5 4 (0.35%) IFRS
6 3 (0.26%) NIST
7 2 (0.18%) Accessibility
8 1 (0.088%) SLA
System Software
1 48 (4.21%) Docker
2 12 (1.05%) VirtualBox
3 10 (0.88%) Active Directory
4 7 (0.61%) Virtual Machines
5 2 (0.18%) HDFS
5 2 (0.18%) VMware Infrastructure
6 1 (0.088%) Apache Flume
6 1 (0.088%) Apache ZooKeeper
6 1 (0.088%) etcd
6 1 (0.088%) Firmware
Systems Management
1 93 (8.17%) Terraform
2 73 (6.41%) Kubernetes
3 25 (2.19%) Ansible
4 12 (1.05%) Docker Swarm
5 7 (0.61%) HP ALM
5 7 (0.61%) HP Quality Center
6 6 (0.53%) Opscode Chef
6 6 (0.53%) Puppet
7 3 (0.26%) FortiGate
7 3 (0.26%) Nagios
8 2 (0.18%) Active Directory Federation Services
8 2 (0.18%) Grafana
9 1 (0.088%) Consul
9 1 (0.088%) Kubeflow
9 1 (0.088%) Oozie
9 1 (0.088%) Prometheus
Vendors
1 451 (39.60%) Microsoft
2 64 (5.62%) Palantir
3 59 (5.18%) Salesforce.com
4 57 (5.00%) Google
5 54 (4.74%) Informatica
6 41 (3.60%) Oracle
7 36 (3.16%) MuleSoft
8 30 (2.63%) SAP
9 28 (2.46%) Cloudera
10 23 (2.02%) StreamSets
11 22 (1.93%) Alteryx
12 21 (1.84%) Hortonworks
12 21 (1.84%) ServiceNow
13 13 (1.14%) Dataiku
14 11 (0.97%) NVIDIA
15 8 (0.70%) Civica
15 8 (0.70%) IBM
16 7 (0.61%) Dell
16 7 (0.61%) HP
17 6 (0.53%) Sage