Period
to 21 January 2022

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 21 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 > Work from Home
6 months to
21 Jan 2022
Same period 2021 Same period 2020
Rank 374 291 269
Rank change year-on-year -83 -22 +17
Permanent jobs citing Databricks 163 51 10
As % of all permanent jobs with a WFH option 0.56% 0.48% 0.14%
As % of the Vendors category 1.50% 1.24% 0.33%
Number of salaries quoted 144 48 8
10th Percentile £46,250 £42,475 £50,375
25th Percentile £50,000 £47,188 £53,750
Median annual salary (50th Percentile) £67,500 £56,250 £65,000
Median % change year-on-year +20.00% -13.46% -13.33%
75th Percentile £82,500 £66,563 £75,000
90th Percentile £90,000 £75,000 £80,250
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 WFH option and a requirement for knowledge or experience of vendor products and services.

All Vendors
Work from Home
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 10,885 4,104 3,029
As % of all permanent jobs with a WFH option 37.24% 38.27% 41.25%
Number of salaries quoted 8,208 3,604 2,623
10th Percentile £35,000 £32,500 £35,000
25th Percentile £45,000 £41,250 £45,000
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £77,500 £70,000 £75,000
90th Percentile £90,000 £82,500 £91,250
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Databricks
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Databricks as a proportion of all IT jobs advertised.

Databricks trend for jobs with a WFH option

Databricks
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Databricks.

Databricks salary trend for jobs with a WFH option

Databricks
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Databricks over the 6 months to 21 January 2022.

Databricks salary histogram for jobs with a WFH option

For the 6 months to 21 January 2022, Databricks job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Databricks.

1 149 (91.41%) Azure
2 122 (74.85%) SQL
3 104 (63.80%) Data Warehouse
3 104 (63.80%) Business Intelligence
4 94 (57.67%) Data Lake
5 86 (52.76%) Azure Data Factory
5 86 (52.76%) Analytics
6 84 (51.53%) Python
7 79 (48.47%) ETL
8 68 (41.72%) DevOps
9 66 (40.49%) Microsoft
10 63 (38.65%) Data Modelling
10 63 (38.65%) Power BI
10 63 (38.65%) Power Platform
11 62 (38.04%) Azure Synapse Analytics
11 62 (38.04%) Azure SQL Database
12 56 (34.36%) Visualisation
13 49 (30.06%) Big Data
14 47 (28.83%) Agile Software Development
14 47 (28.83%) Data Engineering
15 44 (26.99%) SQL Server
16 38 (23.31%) CI/CD
17 37 (22.70%) AWS
18 35 (21.47%) T-SQL
19 34 (20.86%) SQL Server Integration Services
19 34 (20.86%) Machine Learning
19 34 (20.86%) SQL Server Analysis Services
19 34 (20.86%) Data Pipeline
20 30 (18.40%) SQL Server Management Studio (SSMS)
21 29 (17.79%) Requirements Gathering

Databricks
Co-occurring IT Skills with a WFH Option 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 21 (12.88%) Apache Spark
2 7 (4.29%) Apache
3 5 (3.07%) Elasticsearch
4 4 (2.45%) Confluence
5 2 (1.23%) SAS
6 1 (0.61%) Apache Pig
6 1 (0.61%) CMS
6 1 (0.61%) Umbraco
Applications
1 6 (3.68%) Microsoft Excel
2 1 (0.61%) Microsoft PowerPoint
Cloud Services
1 149 (91.41%) Azure
2 86 (52.76%) Azure Data Factory
3 63 (38.65%) Power Platform
4 62 (38.04%) Azure Synapse Analytics
5 37 (22.70%) AWS
6 23 (14.11%) GCP
7 18 (11.04%) Serverless
8 16 (9.82%) PaaS
9 13 (7.98%) GitHub
10 12 (7.36%) Azure Functions
11 10 (6.13%) Azure Machine Learning
11 10 (6.13%) Snowflake
12 8 (4.91%) Azure Cosmos DB
13 6 (3.68%) AWS Lambda
14 5 (3.07%) Amazon S3
14 5 (3.07%) Azure Logic Apps
14 5 (3.07%) Azure Monitor
15 4 (2.45%) Amazon EC2
15 4 (2.45%) Amazon SQS
15 4 (2.45%) Azure Stack
Communications & Networking
1 6 (3.68%) Network Security
2 4 (2.45%) Internet
3 1 (0.61%) Firewall
Database & Business Intelligence
1 104 (63.80%) Data Warehouse
2 94 (57.67%) Data Lake
3 63 (38.65%) Power BI
4 62 (38.04%) Azure SQL Database
5 49 (30.06%) Big Data
6 44 (26.99%) SQL Server
7 34 (20.86%) SQL Server Analysis Services
7 34 (20.86%) SQL Server Integration Services
8 27 (16.56%) Azure SQL Data Warehouse
9 23 (14.11%) SQL Server Reporting Services
10 22 (13.50%) Tableau
11 15 (9.20%) NoSQL
12 11 (6.75%) Apache Hive
12 11 (6.75%) Hadoop
13 10 (6.13%) Oracle Database
14 7 (4.29%) HDInsight
14 7 (4.29%) Looker
14 7 (4.29%) PostgreSQL
15 6 (3.68%) Spark SQL
16 5 (3.07%) Neo4j
Development Applications
1 30 (18.40%) SQL Server Management Studio (SSMS)
2 22 (13.50%) Git (software)
3 11 (6.75%) Visual Studio
4 6 (3.68%) Team Foundation Server
5 5 (3.07%) Atlassian Bamboo
5 5 (3.07%) Jenkins
5 5 (3.07%) JIRA
6 3 (1.84%) Vagrant
7 2 (1.23%) Octopus Deploy
7 2 (1.23%) SpecFlow
7 2 (1.23%) Visual Studio Team System
8 1 (0.61%) MLflow
General
1 20 (12.27%) Back Office
2 19 (11.66%) Analytical Skills
3 14 (8.59%) Social Skills
4 11 (6.75%) Finance
5 7 (4.29%) Publishing
6 6 (3.68%) Games
6 6 (3.68%) Law
7 5 (3.07%) Public Sector
8 4 (2.45%) Banking
8 4 (2.45%) Presentation Skills
8 4 (2.45%) Telecoms
9 3 (1.84%) Czech Language
9 3 (1.84%) Inclusion and Diversity
9 3 (1.84%) Influencing Skills
9 3 (1.84%) Marketing
9 3 (1.84%) Retail
10 1 (0.61%) Advertising
10 1 (0.61%) Legal
Job Titles
1 71 (43.56%) Data Engineer
2 48 (29.45%) Developer
3 46 (28.22%) Azure Engineer
4 37 (22.70%) Business Intelligence Developer
5 22 (13.50%) Azure Developer
6 20 (12.27%) SQL BI Developer
6 20 (12.27%) SQL Developer
6 20 (12.27%) SSIS Developer
6 20 (12.27%) SSRS Developer
6 20 (12.27%) T-SQL Developer
7 19 (11.66%) Architect
8 10 (6.13%) Data Architect
9 9 (5.52%) Consultant
9 9 (5.52%) Senior Data Engineer
10 8 (4.91%) Analyst
10 8 (4.91%) Azure Architect
10 8 (4.91%) Data Consultant
11 7 (4.29%) Business Intelligence Analyst
11 7 (4.29%) Data Scientist
11 7 (4.29%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 27 (16.56%) PySpark
2 22 (13.50%) ARM Templates
3 10 (6.13%) React
4 9 (5.52%) JSON
5 5 (3.07%) TensorFlow
5 5 (3.07%) XML
5 5 (3.07%) YAML
6 4 (2.45%) Redux
6 4 (2.45%) Spark Streaming
7 3 (1.84%) Kafka
7 3 (1.84%) MDX
7 3 (1.84%) MXNet
7 3 (1.84%) Node.js
7 3 (1.84%) Pandas
7 3 (1.84%) scikit-learn
7 3 (1.84%) Web Services
8 2 (1.23%) Keras
9 1 (0.61%) Apache NiFi
9 1 (0.61%) Blazor
9 1 (0.61%) SpaCy
Miscellaneous
1 22 (13.50%) Algorithms
2 18 (11.04%) Data Structures
3 8 (4.91%) Greenfield Project
4 7 (4.29%) Self-Motivation
5 6 (3.68%) User Experience
6 3 (1.84%) Cloud Native
6 3 (1.84%) Social Network
7 2 (1.23%) Clustering
7 2 (1.23%) CMDB
7 2 (1.23%) NHS
8 1 (0.61%) Data Centre
8 1 (0.61%) Enterprise Software
8 1 (0.61%) Linux Command Line
8 1 (0.61%) Mobile App
8 1 (0.61%) Reinsurance
8 1 (0.61%) Virtual Team
Operating Systems
1 3 (1.84%) Windows
1 3 (1.84%) Windows Server
Processes & Methodologies
1 104 (63.80%) Business Intelligence
2 86 (52.76%) Analytics
3 79 (48.47%) ETL
4 68 (41.72%) DevOps
5 63 (38.65%) Data Modelling
6 56 (34.36%) Visualisation
7 47 (28.83%) Agile Software Development
7 47 (28.83%) Data Engineering
8 38 (23.31%) CI/CD
9 34 (20.86%) Data Pipeline
9 34 (20.86%) Machine Learning
10 29 (17.79%) Requirements Gathering
11 27 (16.56%) Data Science
12 24 (14.72%) Data Visualisation
13 23 (14.11%) Business Analytics
14 20 (12.27%) Software Engineering
15 16 (9.82%) Migration
16 15 (9.20%) Data Strategy
17 14 (8.59%) Logical Data Model
17 14 (8.59%) Master Data Management
Programming Languages
1 122 (74.85%) SQL
2 84 (51.53%) Python
3 35 (21.47%) T-SQL
4 21 (12.88%) Scala
5 11 (6.75%) PowerShell
5 11 (6.75%) R
6 10 (6.13%) JavaScript
7 9 (5.52%) Java
8 7 (4.29%) C#
9 5 (3.07%) Data Analysis Expressions (DAX)
10 4 (2.45%) TypeScript
11 3 (1.84%) Bash
12 2 (1.23%) PL/SQL
12 2 (1.23%) U-SQL
13 1 (0.61%) C++
Qualifications
1 15 (9.20%) Degree
2 4 (2.45%) Computer Science Degree
3 3 (1.84%) Numerate Degree
3 3 (1.84%) SC Cleared
3 3 (1.84%) Security Cleared
4 2 (1.23%) Microsoft Certification
5 1 (0.61%) BC Cleared
5 1 (0.61%) BPSS Clearance
5 1 (0.61%) ISEB
5 1 (0.61%) MBCS
5 1 (0.61%) PMI Certification
5 1 (0.61%) PMP
5 1 (0.61%) TOGAF Certification
Quality Assurance & Compliance
1 10 (6.13%) Data Quality
2 2 (1.23%) QA
3 1 (0.61%) GDPR
System Software
1 6 (3.68%) Docker
2 3 (1.84%) VirtualBox
2 3 (1.84%) VMware Infrastructure
3 1 (0.61%) Hyper-V
Systems Management
1 13 (7.98%) Terraform
2 8 (4.91%) Kubernetes
3 7 (4.29%) Ansible
4 3 (1.84%) Docker Swarm
4 3 (1.84%) Opscode Chef
4 3 (1.84%) Puppet
5 1 (0.61%) Prometheus
Vendors
1 66 (40.49%) Microsoft
2 15 (9.20%) Oracle
3 14 (8.59%) Google
4 10 (6.13%) Civica
5 5 (3.07%) Cloudera
6 4 (2.45%) Atlassian
6 4 (2.45%) Informatica
7 3 (1.84%) Dataiku
7 3 (1.84%) ESRI
7 3 (1.84%) Facebook
7 3 (1.84%) Hortonworks
7 3 (1.84%) VMware
8 2 (1.23%) Intel
8 2 (1.23%) NVIDIA
8 2 (1.23%) Salesforce.com
8 2 (1.23%) SAP
8 2 (1.23%) ServiceNow
8 2 (1.23%) Talend
9 1 (0.61%) Cognizant
9 1 (0.61%) IBM