Period
to 26 July 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 26 July 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
26 Jul 2021
Same period 2020 Same period 2019
Rank 443 529 777
Rank change year-on-year +86 +248 +367
Permanent jobs citing Databricks 728 303 351
As % of all permanent jobs advertised in the UK 0.65% 0.43% 0.24%
As % of the Vendors category 1.69% 1.06% 0.58%
Number of salaries quoted 579 201 262
10th Percentile £46,250 £42,500 £49,500
25th Percentile £53,750 £50,000 £56,250
Median annual salary (50th Percentile) £70,000 £70,000 £75,000
Median % change year-on-year - -6.67% -
75th Percentile £80,000 £87,500 £87,500
90th Percentile £100,000 £102,500 £105,000
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -32.35%

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 43,111 28,472 60,593
As % of all permanent IT jobs advertised in the UK 38.30% 40.27% 41.72%
Number of salaries quoted 29,111 22,143 47,018
10th Percentile £30,750 £30,250 £27,500
25th Percentile £39,250 £39,000 £36,250
Median annual salary (50th Percentile) £54,000 £52,500 £50,000
Median % change year-on-year +2.86% +5.00% +2.04%
75th Percentile £72,000 £71,250 £67,500
90th Percentile £86,250 £87,500 £82,500
UK excluding London median annual salary £46,000 £47,000 £45,000
% change year-on-year -2.13% +4.44% +2.27%

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 26 July 2021.

Salary histogram for Databricks in the UK

Databricks
Top 15 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 26 July 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 +69 636 £70,000 -3.45% 229
London +13 343 £75,000 - 101
UK excluding London +27 318 £60,000 +9.09% 133
Work from Home -140 138 £65,000 -7.14% 48
North of England -26 91 £65,000 -7.14% 36
South East -12 83 £65,000 +18.18% 43
Midlands -28 72 £60,500 +21.00% 24
Yorkshire +1 64 £65,000 - 15
West Midlands -26 60 £61,000 +22.00% 16
Scotland -53 30 £60,000 +9.09% 9
North West -51 27 £60,000 -14.29% 18
South West -38 25 £47,500 +5.56% 10
Wales - 13 £33,000 -
East Midlands -39 12 £60,000 +20.00% 8
East of England -25 5 £105,000 +121.05% 11

For the 6 months to 26 July 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.

1 615 (84.48%) Azure
2 506 (69.51%) SQL
3 394 (54.12%) Analytics
4 367 (50.41%) Azure Data Factory
5 365 (50.14%) Python
6 355 (48.76%) Data Lake
7 353 (48.49%) Business Intelligence
8 325 (44.64%) Power Platform
9 322 (44.23%) Data Warehouse
10 297 (40.80%) Power BI
10 297 (40.80%) Microsoft
11 260 (35.71%) Data Modelling
12 252 (34.62%) ETL
13 224 (30.77%) Azure Synapse Analytics
14 213 (29.26%) DevOps
15 208 (28.57%) SQL Server
16 205 (28.16%) Agile Software Development
17 197 (27.06%) Apache Spark
18 186 (25.55%) Data Pipeline
19 173 (23.76%) AWS
20 168 (23.08%) Data Engineering
21 161 (22.12%) Machine Learning
22 152 (20.88%) Big Data
23 149 (20.47%) Visualisation
24 140 (19.23%) SQL Server Analysis Services
25 135 (18.54%) Azure SQL Database
26 125 (17.17%) SQL Server Integration Services
26 125 (17.17%) Social Skills
27 124 (17.03%) Data Science
28 118 (16.21%) Finance

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
1 197 (27.06%) Apache Spark
2 58 (7.97%) Apache
3 16 (2.20%) SharePoint
4 13 (1.79%) Oracle Application Server
5 11 (1.51%) Apache Synapse
6 7 (0.96%) Elasticsearch
7 6 (0.82%) Apache Airflow
8 5 (0.69%) Apache Pig
8 5 (0.69%) Oracle SOA Suite
9 4 (0.55%) SAS
10 2 (0.27%) Confluence
10 2 (0.27%) JBoss
10 2 (0.27%) Tomcat
10 2 (0.27%) WebSphere
11 1 (0.14%) BizTalk Server
11 1 (0.14%) IIS
11 1 (0.14%) Luigi
Applications
1 29 (3.98%) Microsoft Excel
2 7 (0.96%) Spreadsheet
3 6 (0.82%) Microsoft Office
4 4 (0.55%) Chatbot
5 3 (0.41%) Microsoft Project
5 3 (0.41%) MS Visio
5 3 (0.41%) SPSS
Business Applications
1 5 (0.69%) Sparx Enterprise Architect
2 1 (0.14%) Dynamics CRM
2 1 (0.14%) SAP ERP
2 1 (0.14%) SAP S/4HANA
2 1 (0.14%) Sentinel
Cloud Services
1 615 (84.48%) Azure
2 367 (50.41%) Azure Data Factory
3 325 (44.64%) Power Platform
4 224 (30.77%) Azure Synapse Analytics
5 173 (23.76%) AWS
6 82 (11.26%) GCP
7 73 (10.03%) Snowflake
8 56 (7.69%) PaaS
9 53 (7.28%) Azure Cosmos DB
10 51 (7.01%) Azure Machine Learning
10 51 (7.01%) Serverless
11 39 (5.36%) Amazon SageMaker
11 39 (5.36%) Azure Stack
12 37 (5.08%) Azure Functions
13 32 (4.40%) PowerApps
14 31 (4.26%) Amazon S3
15 29 (3.98%) Amazon Kinesis
16 26 (3.57%) Azure Storage
17 23 (3.16%) GitHub
17 23 (3.16%) IaaS
Communications & Networking
1 19 (2.61%) Wireless
2 9 (1.24%) VPN
3 8 (1.10%) FTP
4 4 (0.55%) Cisco ASA
4 4 (0.55%) Network Security
5 3 (0.41%) Internet
6 2 (0.27%) Cisco IPT
6 2 (0.27%) DNS
6 2 (0.27%) Firewall
7 1 (0.14%) Broadband
7 1 (0.14%) Skype
Database & Business Intelligence
1 355 (48.76%) Data Lake
2 322 (44.23%) Data Warehouse
3 297 (40.80%) Power BI
4 208 (28.57%) SQL Server
5 152 (20.88%) Big Data
6 140 (19.23%) SQL Server Analysis Services
7 135 (18.54%) Azure SQL Database
8 125 (17.17%) SQL Server Integration Services
9 107 (14.70%) Hadoop
10 90 (12.36%) Tableau
11 86 (11.81%) SQL Server Reporting Services
12 83 (11.40%) NoSQL
13 79 (10.85%) Azure SQL Data Warehouse
13 79 (10.85%) Microsoft Analysis Services
14 45 (6.18%) Apache Hive
14 45 (6.18%) Metadata
15 42 (5.77%) PostgreSQL
16 39 (5.36%) Relational Database
17 37 (5.08%) MySQL
18 36 (4.95%) Amazon Redshift
Development Applications
1 54 (7.42%) Git (software)
2 21 (2.88%) ER Studio
3 20 (2.75%) ERwin
3 20 (2.75%) Visual Studio
4 16 (2.20%) Jenkins
5 13 (1.79%) Oracle APEX
6 12 (1.65%) Subversion
7 11 (1.51%) JIRA
8 9 (1.24%) MLflow
9 8 (1.10%) PowerDesigner
10 7 (0.96%) Atlassian Bamboo
11 6 (0.82%) SQL Server Management Studio (SSMS)
11 6 (0.82%) Vagrant
12 5 (0.69%) Team Foundation Server
13 4 (0.55%) GDB
13 4 (0.55%) GitLab
13 4 (0.55%) SpecFlow
13 4 (0.55%) Toad
13 4 (0.55%) TortoiseSVN
13 4 (0.55%) Visual Studio Code
General
1 125 (17.17%) Social Skills
2 118 (16.21%) Finance
3 84 (11.54%) Analytical Skills
4 41 (5.63%) Presentation Skills
5 30 (4.12%) Retail
6 25 (3.43%) Telecoms
7 15 (2.06%) Inclusion and Diversity
8 13 (1.79%) Influencing Skills
8 13 (1.79%) Law
9 12 (1.65%) Manufacturing
10 10 (1.37%) Banking
11 9 (1.24%) Pharmaceutical
11 9 (1.24%) Public Sector
12 8 (1.10%) Advertising
13 7 (0.96%) Games
14 6 (0.82%) Marketing
15 5 (0.69%) Czech Language
16 4 (0.55%) Electronics
16 4 (0.55%) Wearables
17 3 (0.41%) Legal
Job Titles
1 321 (44.09%) Data Engineer
2 162 (22.25%) Azure Engineer
3 147 (20.19%) Architect
4 110 (15.11%) Data Architect
5 95 (13.05%) Senior Data Engineer
6 86 (11.81%) Developer
7 79 (10.85%) Azure Architect
8 51 (7.01%) Consultant
9 40 (5.49%) Data Scientist
10 37 (5.08%) Solutions Architect
11 33 (4.53%) Business Intelligence Developer
12 29 (3.98%) Azure Consultant
12 29 (3.98%) Azure Developer
13 27 (3.71%) Big Data Architect
13 27 (3.71%) Data Consultant
14 23 (3.16%) Python Engineer
15 22 (3.02%) Analyst
16 17 (2.34%) Cloud Engineer
17 16 (2.20%) Data Analyst
18 14 (1.92%) Lead Architect
Libraries, Frameworks & Software Standards
1 78 (10.71%) Kafka
2 62 (8.52%) PySpark
3 39 (5.36%) .NET
4 34 (4.67%) TensorFlow
5 25 (3.43%) CSS
6 24 (3.30%) scikit-learn
7 23 (3.16%) HTML
8 19 (2.61%) Pandas
9 18 (2.47%) JSON
9 18 (2.47%) Keras
9 18 (2.47%) Spark Streaming
10 17 (2.34%) .NET Core
10 17 (2.34%) React
11 15 (2.06%) MDX
12 13 (1.79%) Oracle GoldenGate
12 13 (1.79%) XML
13 11 (1.51%) .NET Framework
14 10 (1.37%) jQuery
14 10 (1.37%) MLlib
14 10 (1.37%) NumPy
Miscellaneous
1 40 (5.49%) Algorithms
2 25 (3.43%) Management Information System
3 21 (2.88%) Cloud Native
4 20 (2.75%) Enterprise Software
5 19 (2.61%) Greenfield Project
6 15 (2.06%) Data Structures
7 11 (1.51%) Reinsurance
8 9 (1.24%) NHS
9 7 (0.96%) Virtual Team
9 7 (0.96%) Wiki
10 6 (0.82%) Hybrid Cloud
11 5 (0.69%) Public Cloud
11 5 (0.69%) Social Media
12 4 (0.55%) Linux Command Line
12 4 (0.55%) Mobile App
13 3 (0.41%) Blog
13 3 (0.41%) Data Centre
13 3 (0.41%) Tandem
13 3 (0.41%) User Experience
14 2 (0.27%) Derivative
Operating Systems
1 13 (1.79%) Windows
2 10 (1.37%) Linux
3 6 (0.82%) Apple iOS
4 5 (0.69%) Unix
5 4 (0.55%) Windows Server
6 1 (0.14%) Android
Processes & Methodologies
1 394 (54.12%) Analytics
2 353 (48.49%) Business Intelligence
3 260 (35.71%) Data Modelling
4 252 (34.62%) ETL
5 213 (29.26%) DevOps
6 205 (28.16%) Agile Software Development
7 186 (25.55%) Data Pipeline
8 168 (23.08%) Data Engineering
9 161 (22.12%) Machine Learning
10 149 (20.47%) Visualisation
11 124 (17.03%) Data Science
12 102 (14.01%) Migration
13 93 (12.77%) Problem-Solving
14 91 (12.50%) Data Strategy
15 83 (11.40%) Artificial Intelligence
16 81 (11.13%) Data Architecture
17 76 (10.44%) Data Analytics
18 70 (9.62%) Data Visualisation
19 67 (9.20%) Data Integration
20 66 (9.07%) Data Management
Programming Languages
1 506 (69.51%) SQL
2 365 (50.14%) Python
3 99 (13.60%) Scala
4 90 (12.36%) T-SQL
5 84 (11.54%) R
6 73 (10.03%) Java
7 68 (9.34%) C#
8 50 (6.87%) PowerShell
9 44 (6.04%) Data Analysis Expressions (DAX)
10 29 (3.98%) JavaScript
11 25 (3.43%) C
11 25 (3.43%) PL/SQL
11 25 (3.43%) U-SQL
12 17 (2.34%) Go
13 8 (1.10%) Perl
14 6 (0.82%) Apple Swift
14 6 (0.82%) LookML
15 5 (0.69%) Cypher
16 4 (0.55%) Bash Shell
16 4 (0.55%) C++
Qualifications
1 108 (14.84%) Degree
2 22 (3.02%) Computer Science Degree
2 22 (3.02%) Microsoft Certification
3 14 (1.92%) Security Cleared
4 11 (1.51%) SC Cleared
5 9 (1.24%) ISTQB
6 6 (0.82%) ISTQB Foundation Certification
6 6 (0.82%) Master's Degree
7 4 (0.55%) ISEB
7 4 (0.55%) MCSA
7 4 (0.55%) MCSE
8 3 (0.41%) BC Cleared
9 2 (0.27%) (ISC)2 CCSP
9 2 (0.27%) AWS Certification
9 2 (0.27%) Cisco Certification
9 2 (0.27%) CISSP
10 1 (0.14%) BPSS Clearance
10 1 (0.14%) DV Cleared
10 1 (0.14%) PhD
10 1 (0.14%) TOGAF Certification
Quality Assurance & Compliance
1 66 (9.07%) Data Quality
2 21 (2.88%) QA
3 6 (0.82%) GDPR
4 2 (0.27%) NIST
System Software
1 28 (3.85%) Docker
2 12 (1.65%) HDFS
3 11 (1.51%) Virtual Machines
4 10 (1.37%) Active Directory
5 6 (0.82%) VirtualBox
6 2 (0.27%) Apache Flume
7 1 (0.14%) Firmware
Systems Management
1 49 (6.73%) Kubernetes
2 26 (3.57%) Terraform
3 7 (0.96%) Ansible
4 6 (0.82%) Docker Swarm
5 3 (0.41%) HP ALM
5 3 (0.41%) HP Quality Center
5 3 (0.41%) Opscode Chef
5 3 (0.41%) Puppet
6 2 (0.27%) FortiGate
7 1 (0.14%) Active Directory Federation Services
7 1 (0.14%) Hadoop YARN
7 1 (0.14%) Nagios
7 1 (0.14%) Single Sign-On
Vendors
1 297 (40.80%) Microsoft
2 47 (6.46%) Google
3 43 (5.91%) Oracle
4 40 (5.49%) SAP
5 29 (3.98%) Alteryx
6 26 (3.57%) Salesforce.com
7 22 (3.02%) Informatica
8 21 (2.88%) Cloudera
9 15 (2.06%) StreamSets
10 12 (1.65%) Cognizant
10 12 (1.65%) Hortonworks
11 8 (1.10%) Cognos
11 8 (1.10%) Dataiku
11 8 (1.10%) IBM
12 7 (0.96%) Dell
13 6 (0.82%) ESRI
13 6 (0.82%) JD Edwards
13 6 (0.82%) Sparx
13 6 (0.82%) Teradata
14 5 (0.69%) NVIDIA