Period
to 5 April 2020

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 April 2020 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 Apr 2020
Same period 2019 Same period 2018
Rank 691 891 1188
Rank change year-on-year +200 +297 +3
Permanent jobs citing Databricks 311 232 18
As % of all permanent jobs advertised in the UK 0.27% 0.16% 0.010%
As % of the Vendors category 0.64% 0.37% 0.023%
Number of salaries quoted 245 157 15
Median annual salary £72,500 £80,000 £61,000
Median salary % change year-on-year -9.38% +31.15% -23.75%
10th Percentile £42,500 £50,000 £46,350
90th Percentile £101,250 £106,250 £112,500
UK excluding London median annual salary £55,000 £55,000 -

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 48,457 62,948 78,543
As % of all permanent IT jobs advertised in the UK 41.59% 42.20% 44.31%
Number of salaries quoted 37,095 48,340 62,006
Median annual salary £50,550 £50,000 £47,500
Median salary % change year-on-year +1.10% +5.26% +5.56%
10th Percentile £28,000 £28,000 £26,500
90th Percentile £85,000 £81,250 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 April 2020.

Salary histogram for Databricks in the UK

Databricks
Top 14 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 April 2020. 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 +176 289 £72,500 -9.38% 68
London +104 205 £75,000 -9.09% 38
UK excluding London +190 101 £55,000 - 37
North of England +103 38 £70,000 -6.67% 7
North West +78 29 £70,000 -17.65% 5
Midlands +68 19 £52,500 +11.70% 5
Scotland +44 19 £50,000 +2.56% 4
Work from Home +31 19 £90,000 +63.64% 3
South East +61 18 £67,500 +12.50% 14
West Midlands - 12 £52,500 - 5
Yorkshire +55 9 £70,000 +55.56% 2
East Midlands +37 7 £52,500 +11.70%
East of England +61 5 £47,500 - 4
South West - 2 £45,000 - 1

For the 6 months to 5 April 2020, 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.

1 288 (92.60%) Azure
2 250 (80.39%) SQL
3 187 (60.13%) Analytics
4 185 (59.49%) Data Warehouse
5 181 (58.20%) Data Lake
6 173 (55.63%) Business Intelligence
7 170 (54.66%) Python
8 166 (53.38%) Microsoft
9 159 (51.13%) Power Platform
9 159 (51.13%) Power BI
10 151 (48.55%) Azure Data Factory
11 127 (40.84%) ETL
12 121 (38.91%) Azure SQL Database
13 110 (35.37%) Data Engineering
14 101 (32.48%) SQL Server
15 100 (32.15%) Agile Software Development
15 100 (32.15%) SQL Server Integration Services
16 99 (31.83%) Data Modelling
17 98 (31.51%) Apache Spark
18 97 (31.19%) Big Data
19 95 (30.55%) Azure SQL Data Warehouse
20 91 (29.26%) SQL Server Analysis Services
21 79 (25.40%) AWS
22 77 (24.76%) Data Analytics
23 76 (24.44%) Visualisation
24 70 (22.51%) Hadoop
25 69 (22.19%) R
25 69 (22.19%) Tableau
26 66 (21.22%) Machine Learning
27 65 (20.90%) Data Science

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 98 (31.51%) Apache Spark
2 18 (5.79%) Apache
3 7 (2.25%) Elasticsearch
4 5 (1.61%) Apache Airflow
5 4 (1.29%) SAS
6 3 (0.96%) Apache Pig
6 3 (0.96%) Apache Solr
7 2 (0.64%) ArcGIS
8 1 (0.32%) Apache Synapse
8 1 (0.32%) Jupyter
8 1 (0.32%) Oracle SOA Suite
Applications
1 9 (2.89%) Microsoft Office
2 6 (1.93%) Microsoft Excel
Business Applications
1 2 (0.64%) Raiser's Edge
1 2 (0.64%) Sparx Enterprise Architect
2 1 (0.32%) NetSuite
Cloud Services
1 288 (92.60%) Azure
2 159 (51.13%) Power Platform
3 151 (48.55%) Azure Data Factory
4 79 (25.40%) AWS
5 50 (16.08%) PaaS
6 35 (11.25%) GCP
7 27 (8.68%) Amazon EMR
8 25 (8.04%) Serverless
9 23 (7.40%) Data Lake Analytics
10 22 (7.07%) Azure Stack
10 22 (7.07%) SaaS
11 19 (6.11%) Amazon SageMaker
12 18 (5.79%) Azure Active Directory
13 17 (5.47%) Azure Functions
13 17 (5.47%) Azure Machine Learning
14 16 (5.14%) IaaS
15 11 (3.54%) Amazon Kinesis
16 10 (3.22%) Amazon S3
16 10 (3.22%) Office 365
17 8 (2.57%) GitHub
Communications & Networking
1 2 (0.64%) Internet
2 1 (0.32%) Broadband
Database & Business Intelligence
1 185 (59.49%) Data Warehouse
2 181 (58.20%) Data Lake
3 159 (51.13%) Power BI
4 121 (38.91%) Azure SQL Database
5 101 (32.48%) SQL Server
6 100 (32.15%) SQL Server Integration Services
7 97 (31.19%) Big Data
8 95 (30.55%) Azure SQL Data Warehouse
9 91 (29.26%) SQL Server Analysis Services
10 70 (22.51%) Hadoop
11 58 (18.65%) NoSQL
12 54 (17.36%) Cosmos DB
12 54 (17.36%) SQL Server Reporting Services
13 49 (15.76%) Microsoft Analysis Services
14 35 (11.25%) Snowflake Schema
15 29 (9.32%) Neo4j
16 23 (7.40%) Apache Hive
16 23 (7.40%) PolyBase
17 22 (7.07%) Impala
17 22 (7.07%) Relational Database
Development Applications
1 24 (7.72%) Git (software)
2 20 (6.43%) Visual Studio
3 15 (4.82%) Jenkins
3 15 (4.82%) Vagrant
4 14 (4.50%) Atlassian Bamboo
5 5 (1.61%) ER Studio
5 5 (1.61%) ERwin
5 5 (1.61%) Travis CI
5 5 (1.61%) Visual Studio Team System
6 3 (0.96%) GDB
6 3 (0.96%) Sourcetree
6 3 (0.96%) SQL Server Management Studio (SSMS)
6 3 (0.96%) Visual Studio Code
7 2 (0.64%) Artifactory
7 2 (0.64%) GitLab
7 2 (0.64%) JIRA
7 2 (0.64%) Team Foundation Server
8 1 (0.32%) GoCD
General
1 52 (16.72%) Finance
2 18 (5.79%) Marketing
2 18 (5.79%) Retail
3 7 (2.25%) Manufacturing
4 4 (1.29%) Banking
5 3 (0.96%) Front Office
6 2 (0.64%) Advertising
7 1 (0.32%) Games
7 1 (0.32%) Law
7 1 (0.32%) Legal
Job Titles
1 112 (36.01%) Data Engineer
2 81 (26.05%) Architect
3 65 (20.90%) Azure Engineer
4 46 (14.79%) Data Architect
5 37 (11.90%) Azure Architect
6 34 (10.93%) Developer
7 32 (10.29%) Cloud Architect
8 28 (9.00%) Consultant
9 22 (7.07%) Solutions Architect
10 19 (6.11%) Azure Developer
11 17 (5.47%) Business Intelligence Consultant
11 17 (5.47%) Data Scientist
12 15 (4.82%) Business Intelligence Developer
12 15 (4.82%) Senior Data Engineer
13 13 (4.18%) Data Consultant
14 12 (3.86%) Big Data Engineer
15 11 (3.54%) Artificial Intelligence Engineer
16 10 (3.22%) Analyst
16 10 (3.22%) Business Intelligence Architect
16 10 (3.22%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 32 (10.29%) MDX
2 31 (9.97%) Kafka
3 26 (8.36%) .NET
4 22 (7.07%) TensorFlow
5 21 (6.75%) Natural Language Processing
6 19 (6.11%) MXNet
6 19 (6.11%) scikit-learn
6 19 (6.11%) Spark Streaming
7 17 (5.47%) PySpark
8 9 (2.89%) Lambda Expressions
9 6 (1.93%) D3.js
10 5 (1.61%) ASP.NET
10 5 (1.61%) Flask
11 4 (1.29%) Apache NiFi
11 4 (1.29%) Elastic Stack
12 3 (0.96%) .NET Framework
12 3 (0.96%) AngularJS
12 3 (0.96%) ASP.NET Core
12 3 (0.96%) NumPy
12 3 (0.96%) Razor View Engine
Miscellaneous
1 62 (19.94%) Analytical Skills
2 45 (14.47%) Greenfield Project
3 16 (5.14%) Algorithms
4 15 (4.82%) Data Structures
5 9 (2.89%) Cyberthreat
5 9 (2.89%) Data Centre
6 7 (2.25%) Clustering
7 5 (1.61%) Cloud Native
8 4 (1.29%) Acoustics
8 4 (1.29%) Blog
8 4 (1.29%) Public Cloud
9 3 (0.96%) Life Science
9 3 (0.96%) N-Tier
9 3 (0.96%) User Experience
10 2 (0.64%) Analytical Mindset
10 2 (0.64%) Enterprise Software
10 2 (0.64%) PMI
10 2 (0.64%) Self-Motivation
10 2 (0.64%) Social Media
10 2 (0.64%) Virtual Team
Operating Systems
1 16 (5.14%) Windows
1 16 (5.14%) Windows Server
2 9 (2.89%) Windows 10
3 3 (0.96%) Linux
4 1 (0.32%) Unix
Processes & Methodologies
1 187 (60.13%) Analytics
2 173 (55.63%) Business Intelligence
3 127 (40.84%) ETL
4 110 (35.37%) Data Engineering
5 100 (32.15%) Agile Software Development
6 99 (31.83%) Data Modelling
7 77 (24.76%) Data Analytics
8 76 (24.44%) Visualisation
9 66 (21.22%) Machine Learning
10 65 (20.90%) Data Science
11 47 (15.11%) Data Visualisation
12 43 (13.83%) Data Management
13 41 (13.18%) Stakeholder Management
14 39 (12.54%) DevOps
14 39 (12.54%) Migration
15 38 (12.22%) Kimball Methodology
16 37 (11.90%) Problem-Solving
17 36 (11.58%) Artificial Intelligence
17 36 (11.58%) Data Architecture
18 30 (9.65%) Continuous Integration
Programming Languages
1 250 (80.39%) SQL
2 170 (54.66%) Python
3 69 (22.19%) R
4 45 (14.47%) C#
5 30 (9.65%) Scala
6 29 (9.32%) Data Analysis Expressions (DAX)
7 25 (8.04%) U-SQL
8 23 (7.40%) T-SQL
9 20 (6.43%) Java
10 18 (5.79%) JavaScript
11 8 (2.57%) PowerShell
12 6 (1.93%) Cypher
13 5 (1.61%) VB.NET
14 3 (0.96%) Go
14 3 (0.96%) TypeScript
15 2 (0.64%) VBA
16 1 (0.32%) C
16 1 (0.32%) C++
16 1 (0.32%) MATLAB
16 1 (0.32%) PL/SQL
Qualifications
1 10 (3.22%) Cisco Certification
1 10 (3.22%) Degree
2 9 (2.89%) (ISC)2 CCSP
2 9 (2.89%) CCSP
2 9 (2.89%) CISSP
2 9 (2.89%) CompTIA Security+
2 9 (2.89%) Microsoft Certification
3 5 (1.61%) Computer Science Degree
4 4 (1.29%) PhD
5 3 (0.96%) PMI Certification
6 1 (0.32%) PMP
6 1 (0.32%) PRINCE2 Certification
6 1 (0.32%) Security Cleared
Quality Assurance & Compliance
1 18 (5.79%) Data Quality
1 18 (5.79%) GDPR
2 4 (1.29%) QA
3 2 (0.64%) ISO/IEC 27001
4 1 (0.32%) NIST
System Software
1 23 (7.40%) Active Directory
2 17 (5.47%) Docker
3 14 (4.50%) VirtualBox
4 11 (3.54%) Virtual Machines
5 9 (2.89%) HDFS
6 7 (2.25%) Hyper-V
Systems Management
1 30 (9.65%) Terraform
2 20 (6.43%) Kubernetes
3 15 (4.82%) Ansible
4 14 (4.50%) Docker Swarm
5 10 (3.22%) Microsoft Intune
6 9 (2.89%) Hadoop YARN
6 9 (2.89%) Single Sign-On
7 7 (2.25%) Opscode Chef
7 7 (2.25%) Puppet
7 7 (2.25%) SCVMM
8 4 (1.29%) Kibana
9 1 (0.32%) Graylog
9 1 (0.32%) Oozie
9 1 (0.32%) Packer
Vendors
1 166 (53.38%) Microsoft
2 69 (22.19%) Tableau
3 39 (12.54%) Google
4 28 (9.00%) Oracle
5 19 (6.11%) Dataiku
6 18 (5.79%) Cloudera
6 18 (5.79%) Hortonworks
7 10 (3.22%) Sparx
8 9 (2.89%) Salesforce.com
9 8 (2.57%) Talend
10 7 (2.25%) PlateSpin
10 7 (2.25%) Teradata
10 7 (2.25%) VirtaMove
11 6 (1.93%) Netezza
12 5 (1.61%) IBM
12 5 (1.61%) SAP
12 5 (1.61%) StreamSets
12 5 (1.61%) Vertica
13 4 (1.29%) Informatica
14 3 (0.96%) Capita