Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 August 2019

The table below provides summary statistics for permanent job vacancies advertised in England 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 25 August 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 > England
6 months to
25 Aug 2019		 Same period 2018 Same period 2017
Rank 732 1080 1183
Rank change year-on-year +348 +103 +61
Permanent jobs citing Databricks 342 64 2
As % of all permanent IT jobs advertised in England 0.26% 0.040% 0.001%
As % of the Vendors category 0.61% 0.093% 0.003%
Number of salaries quoted 252 29 2
England median annual salary £75,500 £67,500 £62,500
Median salary % change year-on-year +11.85% +8.00% -16.67%
10th Percentile £49,500 £46,450 £56,250
90th Percentile £104,625 £95,000 £68,750
UK median annual salary £75,000 £72,500 £62,500
% change year-on-year +3.45% +16.00% -16.67%

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 55,889 68,623 74,140
As % of all permanent IT jobs advertised in England 42.78% 43.30% 44.55%
Number of salaries quoted 42,973 53,353 57,970
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £27,500 £27,002 £26,250
90th Percentile £82,500 £79,000 £76,250
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Databricks
Job Vacancy Trend in England

Job postings citing Databricks as a percentage of all IT jobs advertised in England.

Job vacancy trend for Databricks in England

Databricks
Salary Trend in England

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

Salary trend for Databricks in England

Databricks
Salary Histogram in England

The salary distribution of IT jobs citing Databricks in England over the 6 months to 25 August 2019.

Salary histogram for Databricks in England

Databricks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Databricks within the England region over the 6 months to 25 August 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
London +278 248 £80,000 +14.29% 30
South East +66 34 £52,000 -38.82% 16
North of England - 29 £70,000 - 6
North West - 16 £70,000 - 3
Midlands - 15 £55,000 - 2
East Midlands - 14 £55,000 - 1
North East - 7 £67,500 - 1
Yorkshire - 6 £90,000 - 2
South West - 5 £48,500 - 4
West Midlands - 1 £77,500 - 1
Databricks
UK

For the 6 months to 25 August 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 across the England region with a requirement for Databricks.

1 307 (89.77%) Azure
2 241 (70.47%) SQL
3 220 (64.33%) Data Lake
4 216 (63.16%) Analytics
5 205 (59.94%) Agile Software Development
6 193 (56.43%) Data Warehouse
6 193 (56.43%) Microsoft
7 185 (54.09%) Python
7 185 (54.09%) Azure Data Factory
8 172 (50.29%) Business Intelligence
9 154 (45.03%) Big Data
10 149 (43.57%) Azure SQL Database
11 143 (41.81%) Power Platform
11 143 (41.81%) Power BI
12 137 (40.06%) DevOps
13 135 (39.47%) SQL Server
14 132 (38.60%) Data Modelling
14 132 (38.60%) Apache Spark
15 130 (38.01%) Hadoop
16 123 (35.96%) Data Analytics
17 122 (35.67%) SQL Server Analysis Services
18 115 (33.63%) NoSQL
19 113 (33.04%) ETL
20 105 (30.70%) AWS
21 101 (29.53%) Scrum
22 97 (28.36%) SQL Server Integration Services
23 91 (26.61%) Data Science
24 85 (24.85%) Microsoft Analysis Services
25 83 (24.27%) Data Analysis Expressions (DAX)
26 82 (23.98%) Finance

Databricks
Co-occurring IT Skills in England 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
1 132 (38.60%) Apache Spark
2 53 (15.50%) Apache Pig
3 43 (12.57%) Apache
4 38 (11.11%) Elasticsearch
5 32 (9.36%) Apache Solr
6 5 (1.46%) ArcGIS
7 4 (1.17%) Apache Airflow
7 4 (1.17%) Jupyter
8 3 (0.88%) SharePoint
Applications
1 5 (1.46%) Microsoft Office
2 3 (0.88%) Chatbot
3 2 (0.58%) Microsoft Excel
Business Applications
1 2 (0.58%) ReMetrica
1 2 (0.58%) Towers Watson Igloo
2 1 (0.29%) Dynamics AX
2 1 (0.29%) NetSuite
Cloud Services
1 307 (89.77%) Azure
2 185 (54.09%) Azure Data Factory
3 143 (41.81%) Power Platform
4 105 (30.70%) AWS
5 46 (13.45%) GCP
6 44 (12.87%) Serverless
7 34 (9.94%) Azure Functions
8 28 (8.19%) Cortana Intelligence Suite
9 17 (4.97%) Amazon Kinesis
9 17 (4.97%) Azure Active Directory
10 16 (4.68%) Amazon SageMaker
11 14 (4.09%) Azure Machine Learning
11 14 (4.09%) PaaS
11 14 (4.09%) SaaS
12 13 (3.80%) Amazon EMR
13 11 (3.22%) Amazon S3
13 11 (3.22%) npm
14 9 (2.63%) Office 365
15 3 (0.88%) Cloud Computing
16 2 (0.58%) IaaS
Communications & Networking
1 8 (2.34%) Broadband
2 5 (1.46%) Internet
Database & Business Intelligence
1 220 (64.33%) Data Lake
2 193 (56.43%) Data Warehouse
3 154 (45.03%) Big Data
4 149 (43.57%) Azure SQL Database
5 143 (41.81%) Power BI
6 135 (39.47%) SQL Server
7 130 (38.01%) Hadoop
8 122 (35.67%) SQL Server Analysis Services
9 115 (33.63%) NoSQL
10 97 (28.36%) SQL Server Integration Services
11 85 (24.85%) Microsoft Analysis Services
12 80 (23.39%) SQL Server Reporting Services
13 79 (23.10%) Azure SQL Data Warehouse
14 68 (19.88%) Apache Hive
15 62 (18.13%) Cosmos DB
16 60 (17.54%) Impala
17 57 (16.67%) Apache Cassandra
18 53 (15.50%) Amazon Redshift
19 44 (12.87%) HBase
20 40 (11.70%) Geospatial Data
Development Applications
1 24 (7.02%) Visual Studio
2 21 (6.14%) Git (software)
2 21 (6.14%) Jenkins
3 16 (4.68%) Visual Studio Team System
4 14 (4.09%) Atlassian Bamboo
4 14 (4.09%) Vagrant
5 12 (3.51%) Octopus Deploy
5 12 (3.51%) TeamCity
6 11 (3.22%) Sinon.JS
6 11 (3.22%) webpack
7 10 (2.92%) ER Studio
7 10 (2.92%) ERwin
7 10 (2.92%) git-flow
7 10 (2.92%) PowerDesigner
8 5 (1.46%) Team Foundation Server
9 4 (1.17%) GoCD
General
1 82 (23.98%) Finance
2 17 (4.97%) Retail
3 16 (4.68%) Banking
4 10 (2.92%) Manufacturing
5 9 (2.63%) Advertising
6 7 (2.05%) Marketing
7 5 (1.46%) Games
8 2 (0.58%) Public Sector
9 1 (0.29%) Automotive
9 1 (0.29%) Publishing
Job Titles
1 120 (35.09%) Developer
2 71 (20.76%) Business Intelligence Developer
3 70 (20.47%) Data Engineer
4 62 (18.13%) Azure Developer
5 51 (14.91%) Architect
6 36 (10.53%) SQL Developer
7 34 (9.94%) SQL BI Developer
8 33 (9.65%) Data Architect
9 32 (9.36%) Database Developer
9 32 (9.36%) Senior Developer
9 32 (9.36%) SQL Database Developer
10 29 (8.48%) Azure Engineer
10 29 (8.48%) Business Intelligence Lead
10 29 (8.48%) Senior Business Intelligence Developer
11 28 (8.19%) Lead Developer
12 22 (6.43%) Azure Specialist
12 22 (6.43%) Business Intelligence Specialist
13 17 (4.97%) Big Data Engineer
14 16 (4.68%) Cloud Architect
14 16 (4.68%) Data Scientist
Libraries, Frameworks & Software Standards
1 80 (23.39%) MDX
2 77 (22.51%) Kafka
3 39 (11.40%) .NET
4 20 (5.85%) Natural Language Processing
5 19 (5.56%) Spark Streaming
6 17 (4.97%) TensorFlow
7 16 (4.68%) MXNet
7 16 (4.68%) scikit-learn
8 15 (4.39%) Apache NiFi
8 15 (4.39%) REST
9 14 (4.09%) .NET Framework
9 14 (4.09%) React
9 14 (4.09%) SAML
10 12 (3.51%) JSON
11 11 (3.22%) Jest
12 10 (2.92%) GeoJSON
13 7 (2.05%) ASP.NET Web API
13 7 (2.05%) Lambda Expressions
13 7 (2.05%) Pandas
14 5 (1.46%) ASP.NET MVC
Miscellaneous
1 28 (8.19%) Analytical Skills
2 19 (5.56%) Greenfield Project
3 12 (3.51%) Blog
4 10 (2.92%) Algorithms
4 10 (2.92%) Augmented Reality
4 10 (2.92%) Cloud Native
5 9 (2.63%) Acoustics
6 6 (1.75%) Podcast
7 5 (1.46%) Reinsurance
7 5 (1.46%) Self-Motivation
8 3 (0.88%) Data Centre
8 3 (0.88%) Data Structures
9 2 (0.58%) FMCG
9 2 (0.58%) Life Science
10 1 (0.29%) Enterprise Cloud
Operating Systems
1 22 (6.43%) Windows
2 9 (2.63%) Windows 10
2 9 (2.63%) Windows Server
3 6 (1.75%) Unix
4 4 (1.17%) Linux
Processes & Methodologies
1 216 (63.16%) Analytics
2 205 (59.94%) Agile Software Development
3 172 (50.29%) Business Intelligence
4 137 (40.06%) DevOps
5 132 (38.60%) Data Modelling
6 123 (35.96%) Data Analytics
7 113 (33.04%) ETL
8 101 (29.53%) Scrum
9 91 (26.61%) Data Science
10 78 (22.81%) Kimball Methodology
11 77 (22.51%) Kanban
12 75 (21.93%) Machine Learning
13 66 (19.30%) Problem-Solving
14 56 (16.37%) Data Ingestion
15 54 (15.79%) SDLC
16 49 (14.33%) Visualisation
17 47 (13.74%) Data Architecture
18 43 (12.57%) Artificial Intelligence
19 38 (11.11%) Continuous Integration
19 38 (11.11%) MapReduce
Programming Languages
1 241 (70.47%) SQL
2 185 (54.09%) Python
3 83 (24.27%) Data Analysis Expressions (DAX)
4 51 (14.91%) Scala
5 48 (14.04%) C#
6 41 (11.99%) Java
7 35 (10.23%) R
8 33 (9.65%) JavaScript
9 22 (6.43%) T-SQL
10 18 (5.26%) PowerShell
11 9 (2.63%) U-SQL
12 8 (2.34%) VBA
13 1 (0.29%) C
Qualifications
1 32 (9.36%) Microsoft Certification
2 13 (3.80%) Degree
3 9 (2.63%) (ISC)2 CCSP
3 9 (2.63%) CCSP
3 9 (2.63%) Cisco Certification
3 9 (2.63%) CISSP
3 9 (2.63%) CompTIA Security+
3 9 (2.63%) Computer Science Degree
3 9 (2.63%) MCSA
3 9 (2.63%) MCSE
4 4 (1.17%) Master's Degree
4 4 (1.17%) PhD
4 4 (1.17%) Security Cleared
5 1 (0.29%) TOGAF Certification
Quality Assurance & Compliance
1 20 (5.85%) GDPR
2 14 (4.09%) Data Quality
3 1 (0.29%) QA
System Software
1 38 (11.11%) Apache Flume
2 21 (6.14%) Docker
3 14 (4.09%) VirtualBox
4 13 (3.80%) Active Directory
5 10 (2.92%) HDFS
6 4 (1.17%) Virtual Machines
7 3 (0.88%) Cronacle
Systems Management
1 62 (18.13%) Terraform
2 41 (11.99%) Hadoop YARN
3 34 (9.94%) Oozie
4 24 (7.02%) Kubernetes
5 22 (6.43%) Opscode Chef
5 22 (6.43%) Puppet
6 14 (4.09%) Ansible
6 14 (4.09%) Docker Swarm
7 9 (2.63%) Microsoft Intune
7 9 (2.63%) Single Sign-On
8 3 (0.88%) Control-M
9 1 (0.29%) Kibana
Vendors
1 193 (56.43%) Microsoft
2 50 (14.62%) Cloudera
2 50 (14.62%) Hortonworks
3 36 (10.53%) Google
4 34 (9.94%) MapR
5 23 (6.73%) Informatica
6 22 (6.43%) Oracle
7 16 (4.68%) Dataiku
8 14 (4.09%) Talend
9 9 (2.63%) Tableau
10 6 (1.75%) MuleSoft
11 5 (1.46%) IBM
11 5 (1.46%) Netezza
12 4 (1.17%) Alteryx
12 4 (1.17%) Cognizant
12 4 (1.17%) Paxata
13 3 (0.88%) Facebook
13 3 (0.88%) Tumblr
13 3 (0.88%) Twitter
14 2 (0.58%) ESRI