Period
to 16 September 2019

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 16 September 2019 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
16 Sep 2019
Same period 2018 Same period 2017
Rank 753 1087 1219
Rank change year-on-year +334 +132 +56
Permanent jobs citing Databricks 345 83 2
As % of all permanent IT jobs advertised in the UK 0.24% 0.050% 0.001%
As % of the Vendors category 0.57% 0.12% 0.003%
Number of salaries quoted 262 38 2
UK median annual salary £75,000 £73,750 £62,500
Median salary % change year-on-year +1.69% +18.00% -19.35%
10th Percentile £48,775 £46,425 £56,250
90th Percentile £99,625 £95,000 £68,750
UK excluding London median annual salary £60,000 £47,500 -
% change year-on-year +26.32% - -

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 60,303 71,453 78,764
As % of all permanent IT jobs advertised in the UK 42.81% 43.12% 44.66%
Number of salaries quoted 45,879 55,225 60,962
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,250 £27,000 £26,250
90th Percentile £82,500 £78,750 £75,000
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 percentage of all IT jobs advertised.

Job vacancy trend for Databricks in the UK

Databricks
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Databricks.

Salary trend for Databricks in the UK

Databricks
Salary Histogram

The salary distribution of IT jobs citing Databricks over the 6 months to 16 September 2019.

Salary histogram for Databricks in the UK

Databricks
Top 13 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 16 September 2019. 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 +336 333 £75,000 +11.11% 58
London +253 237 £80,000 +10.34% 38
UK excluding London +153 97 £60,000 +26.32% 21
South East +66 34 £52,000 -38.82% 12
North of England - 30 £67,500 - 3
North West - 17 £70,000 - 3
Midlands - 16 £55,000 - 3
East Midlands - 15 £55,000 - 1
Scotland - 11 £51,500 - 1
North East - 7 £67,500 -
Yorkshire - 6 £90,000 -
South West - 6 £48,500 - 1
West Midlands - 1 £77,500 - 2

For the 6 months to 16 September 2019, 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.

1 317 (91.88%) Azure
2 258 (74.78%) SQL
3 230 (66.67%) Data Lake
4 225 (65.22%) Analytics
5 195 (56.52%) Data Warehouse
6 194 (56.23%) Azure Data Factory
7 191 (55.36%) Agile Software Development
8 190 (55.07%) Business Intelligence
9 189 (54.78%) Microsoft
10 175 (50.72%) Python
11 158 (45.80%) Power Platform
11 158 (45.80%) Power BI
12 157 (45.51%) Azure SQL Database
13 147 (42.61%) SQL Server
14 145 (42.03%) Big Data
15 135 (39.13%) Data Modelling
16 132 (38.26%) DevOps
17 130 (37.68%) SQL Server Analysis Services
18 123 (35.65%) Data Analytics
18 123 (35.65%) Apache Spark
19 117 (33.91%) ETL
19 117 (33.91%) Hadoop
20 101 (29.28%) SQL Server Integration Services
21 100 (28.99%) NoSQL
22 94 (27.25%) AWS
23 93 (26.96%) Microsoft Analysis Services
24 92 (26.67%) Finance
24 92 (26.67%) Data Science
25 90 (26.09%) Scrum
26 87 (25.22%) Data Analysis Expressions (DAX)

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
1 123 (35.65%) Apache Spark
2 45 (13.04%) Apache
3 38 (11.01%) Apache Pig
4 24 (6.96%) Elasticsearch
5 21 (6.09%) Apache Solr
6 4 (1.16%) Apache Airflow
7 3 (0.87%) ArcGIS
7 3 (0.87%) Jupyter
7 3 (0.87%) SharePoint
Applications
1 5 (1.45%) Microsoft Office
2 3 (0.87%) Chatbot
3 2 (0.58%) Microsoft Excel
Business Applications
1 1 (0.29%) Dynamics AX
1 1 (0.29%) NetSuite
Cloud Services
1 317 (91.88%) Azure
2 194 (56.23%) Azure Data Factory
3 158 (45.80%) Power Platform
4 94 (27.25%) AWS
5 44 (12.75%) GCP
6 43 (12.46%) Serverless
7 31 (8.99%) Azure Functions
8 22 (6.38%) Cortana Intelligence Suite
9 18 (5.22%) Amazon SageMaker
10 17 (4.93%) Amazon EMR
10 17 (4.93%) PaaS
11 15 (4.35%) Azure Active Directory
11 15 (4.35%) Azure Machine Learning
12 14 (4.06%) Amazon Kinesis
12 14 (4.06%) Amazon S3
13 11 (3.19%) npm
14 9 (2.61%) Office 365
14 9 (2.61%) SaaS
15 4 (1.16%) Data Lake Analytics
16 2 (0.58%) Qubole
Communications & Networking
1 7 (2.03%) Broadband
2 5 (1.45%) Internet
Database & Business Intelligence
1 230 (66.67%) Data Lake
2 195 (56.52%) Data Warehouse
3 158 (45.80%) Power BI
4 157 (45.51%) Azure SQL Database
5 147 (42.61%) SQL Server
6 145 (42.03%) Big Data
7 130 (37.68%) SQL Server Analysis Services
8 117 (33.91%) Hadoop
9 101 (29.28%) SQL Server Integration Services
10 100 (28.99%) NoSQL
11 93 (26.96%) Microsoft Analysis Services
12 81 (23.48%) SQL Server Reporting Services
13 79 (22.90%) Azure SQL Data Warehouse
14 64 (18.55%) Cosmos DB
15 55 (15.94%) Apache Hive
16 47 (13.62%) Impala
17 42 (12.17%) Amazon Redshift
17 42 (12.17%) Apache Cassandra
18 34 (9.86%) Geospatial Data
19 32 (9.28%) HBase
Development Applications
1 21 (6.09%) Git (software)
1 21 (6.09%) Jenkins
1 21 (6.09%) Visual Studio
2 14 (4.06%) Atlassian Bamboo
2 14 (4.06%) Vagrant
3 12 (3.48%) Octopus Deploy
3 12 (3.48%) TeamCity
4 11 (3.19%) Sinon.JS
4 11 (3.19%) Visual Studio Team System
4 11 (3.19%) webpack
5 10 (2.90%) ER Studio
5 10 (2.90%) ERwin
5 10 (2.90%) git-flow
5 10 (2.90%) PowerDesigner
6 6 (1.74%) Team Foundation Server
7 3 (0.87%) GoCD
General
1 92 (26.67%) Finance
2 21 (6.09%) Retail
3 12 (3.48%) Banking
4 11 (3.19%) Manufacturing
5 9 (2.61%) Advertising
6 6 (1.74%) Marketing
6 6 (1.74%) Public Sector
7 4 (1.16%) Games
8 2 (0.58%) Automotive
9 1 (0.29%) Multimedia
9 1 (0.29%) Publishing
Job Titles
1 121 (35.07%) Developer
2 85 (24.64%) Data Engineer
3 73 (21.16%) Business Intelligence Developer
4 62 (17.97%) Azure Developer
5 50 (14.49%) Architect
6 40 (11.59%) SQL Developer
7 38 (11.01%) SQL BI Developer
8 35 (10.14%) Database Developer
8 35 (10.14%) SQL Database Developer
9 34 (9.86%) Senior Developer
10 32 (9.28%) Business Intelligence Lead
10 32 (9.28%) Lead Developer
11 31 (8.99%) Azure Engineer
11 31 (8.99%) Data Architect
12 29 (8.41%) Senior Business Intelligence Developer
13 23 (6.67%) Business Intelligence Specialist
14 22 (6.38%) Azure Specialist
15 18 (5.22%) Senior Data Engineer
16 17 (4.93%) Big Data Engineer
16 17 (4.93%) Cloud Architect
Libraries, Frameworks & Software Standards
1 84 (24.35%) MDX
2 57 (16.52%) Kafka
3 32 (9.28%) .NET
4 20 (5.80%) Natural Language Processing
4 20 (5.80%) Spark Streaming
5 18 (5.22%) TensorFlow
6 16 (4.64%) MXNet
6 16 (4.64%) React
6 16 (4.64%) scikit-learn
7 15 (4.35%) Apache NiFi
8 12 (3.48%) .NET Framework
9 11 (3.19%) Jest
9 11 (3.19%) REST
10 9 (2.61%) SAML
11 8 (2.32%) Lambda Expressions
12 7 (2.03%) GeoJSON
12 7 (2.03%) JSON
12 7 (2.03%) Pandas
13 5 (1.45%) ASP.NET MVC
13 5 (1.45%) ASP.NET Web API
Miscellaneous
1 25 (7.25%) Analytical Skills
2 24 (6.96%) Greenfield Project
3 12 (3.48%) Blog
4 11 (3.19%) Algorithms
5 9 (2.61%) Acoustics
6 7 (2.03%) Cloud Native
7 6 (1.74%) Podcast
8 5 (1.45%) Augmented Reality
8 5 (1.45%) Self-Motivation
9 3 (0.87%) Data Centre
9 3 (0.87%) Data Structures
9 3 (0.87%) Reinsurance
10 2 (0.58%) FMCG
10 2 (0.58%) Internet of Things
10 2 (0.58%) Life Science
10 2 (0.58%) User Experience
11 1 (0.29%) Enterprise Cloud
11 1 (0.29%) Management Information System
11 1 (0.29%) Public Cloud
11 1 (0.29%) Taxonomies
Operating Systems
1 22 (6.38%) Windows
2 9 (2.61%) Windows 10
2 9 (2.61%) Windows Server
3 7 (2.03%) Unix
4 5 (1.45%) Linux
Processes & Methodologies
1 225 (65.22%) Analytics
2 191 (55.36%) Agile Software Development
3 190 (55.07%) Business Intelligence
4 135 (39.13%) Data Modelling
5 132 (38.26%) DevOps
6 123 (35.65%) Data Analytics
7 117 (33.91%) ETL
8 92 (26.67%) Data Science
9 90 (26.09%) Scrum
10 81 (23.48%) Kimball Methodology
11 75 (21.74%) Machine Learning
12 70 (20.29%) Kanban
13 69 (20.00%) Problem-Solving
14 61 (17.68%) Data Ingestion
14 61 (17.68%) Visualisation
15 41 (11.88%) SDLC
16 40 (11.59%) Data Architecture
17 39 (11.30%) Artificial Intelligence
17 39 (11.30%) Data Engineering
18 34 (9.86%) Data Integration
Programming Languages
1 258 (74.78%) SQL
2 175 (50.72%) Python
3 87 (25.22%) Data Analysis Expressions (DAX)
4 42 (12.17%) C#
5 39 (11.30%) Scala
6 34 (9.86%) R
7 28 (8.12%) Java
7 28 (8.12%) JavaScript
8 17 (4.93%) T-SQL
9 16 (4.64%) PowerShell
10 10 (2.90%) U-SQL
11 6 (1.74%) VBA
12 1 (0.29%) C
Qualifications
1 27 (7.83%) Microsoft Certification
2 12 (3.48%) Degree
3 9 (2.61%) (ISC)2 CCSP
3 9 (2.61%) CCSP
3 9 (2.61%) Cisco Certification
3 9 (2.61%) CISSP
3 9 (2.61%) CompTIA Security+
3 9 (2.61%) Computer Science Degree
3 9 (2.61%) MCSA
3 9 (2.61%) MCSE
4 4 (1.16%) Master's Degree
4 4 (1.16%) PhD
5 3 (0.87%) Security Cleared
6 1 (0.29%) ISEB
6 1 (0.29%) ISTQB
6 1 (0.29%) ISTQB Foundation Certification
6 1 (0.29%) TOGAF Certification
Quality Assurance & Compliance
1 19 (5.51%) GDPR
2 15 (4.35%) Data Quality
3 3 (0.87%) QA
System Software
1 24 (6.96%) Apache Flume
2 21 (6.09%) Docker
3 14 (4.06%) VirtualBox
4 11 (3.19%) Active Directory
4 11 (3.19%) HDFS
5 4 (1.16%) Cronacle
6 2 (0.58%) Virtual Machines
Systems Management
1 51 (14.78%) Terraform
2 28 (8.12%) Hadoop YARN
3 23 (6.67%) Kubernetes
4 20 (5.80%) Oozie
5 19 (5.51%) Opscode Chef
5 19 (5.51%) Puppet
6 14 (4.06%) Ansible
6 14 (4.06%) Docker Swarm
7 9 (2.61%) Microsoft Intune
7 9 (2.61%) Single Sign-On
8 5 (1.45%) Control-M
9 1 (0.29%) Kibana
9 1 (0.29%) Kubeflow
Vendors
1 189 (54.78%) Microsoft
2 37 (10.72%) Google
3 36 (10.43%) Cloudera
3 36 (10.43%) Hortonworks
4 22 (6.38%) Oracle
5 20 (5.80%) MapR
6 18 (5.22%) Informatica
7 17 (4.93%) Tableau
8 16 (4.64%) Dataiku
9 9 (2.61%) Talend
10 6 (1.74%) MuleSoft
10 6 (1.74%) Netezza
11 5 (1.45%) Facebook
11 5 (1.45%) IBM
12 4 (1.16%) Alteryx
12 4 (1.16%) Cognizant
12 4 (1.16%) Paxata
13 3 (0.87%) Tumblr
13 3 (0.87%) Twitter
14 2 (0.58%) SAP