Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 5 June 2020

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 5 June 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 > England
6 months to
5 Jun 2020		 Same period 2019 Same period 2018
Rank 574 772 1143
Rank change year-on-year +198 +371 -
Permanent jobs citing Databricks 276 297 21
As % of all permanent jobs advertised in England 0.35% 0.22% 0.013%
As % of the Vendors category 0.84% 0.53% 0.030%
Number of salaries quoted 210 212 11
Median annual salary £72,500 £77,500 £75,000
Median salary % change year-on-year -6.45% +3.33% -
10th Percentile £42,500 £49,550 £46,500
90th Percentile £105,000 £106,250 £112,500
UK median annual salary £72,500 £77,500 £61,000
% change year-on-year -6.45% +27.05% -

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 32,916 56,052 70,743
As % of all permanent IT jobs advertised in England 41.30% 42.39% 44.00%
Number of salaries quoted 25,220 43,217 55,641
Median annual salary £52,500 £50,000 £49,500
Median salary % change year-on-year +5.00% +1.01% +4.21%
10th Percentile £29,750 £27,500 £27,000
90th Percentile £87,500 £82,500 £78,750
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +2.13%

Databricks
Job Vacancy Trend in England

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

Job vacancy trend for Databricks in England

Databricks
Salary Trend in England

3-month moving average salary quoted in jobs citing Databricks in England.

Salary trend for Databricks in England

Databricks
Salary Histogram in England

Salary distribution for jobs citing Databricks in England over the 6 months to 5 June 2020.

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 5 June 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
London +101 177 £75,000 -9.09% 11
North of England +154 52 £70,000 +3.70% 7
North West +108 37 £70,000 -17.65% 5
Midlands +95 21 £50,000 -9.09% 5
South East +109 19 £58,750 +9.81% 2
West Midlands - 19 £50,000 - 5
Yorkshire +108 15 £65,000 +33.33% 2
East of England - 5 £47,500 - 1
East Midlands +51 2 £60,000 +9.09%
South West - 2 £45,000 -
Databricks
UK

For the 6 months to 5 June 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 across the England region with a requirement for Databricks.

1 256 (92.75%) Azure
2 220 (79.71%) SQL
3 188 (68.12%) Data Lake
4 185 (67.03%) Analytics
5 170 (61.59%) Data Warehouse
6 164 (59.42%) Business Intelligence
6 164 (59.42%) Microsoft
7 148 (53.62%) Python
8 144 (52.17%) Power BI
8 144 (52.17%) Power Platform
9 133 (48.19%) Azure Data Factory
10 119 (43.12%) Azure SQL Database
11 109 (39.49%) ETL
12 96 (34.78%) Agile Software Development
13 95 (34.42%) Azure SQL Data Warehouse
14 92 (33.33%) Data Engineering
15 87 (31.52%) SQL Server
16 84 (30.43%) Big Data
17 80 (28.99%) SQL Server Analysis Services
17 80 (28.99%) Data Modelling
18 77 (27.90%) SQL Server Integration Services
19 73 (26.45%) Visualisation
20 72 (26.09%) Data Analytics
20 72 (26.09%) Apache Spark
21 67 (24.28%) R
22 62 (22.46%) Tableau
23 60 (21.74%) Cosmos DB
24 57 (20.65%) PaaS
25 56 (20.29%) Analytical Skills
26 55 (19.93%) Migration

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 72 (26.09%) Apache Spark
2 15 (5.43%) Apache
3 6 (2.17%) Apache Pig
3 6 (2.17%) Elasticsearch
4 4 (1.45%) Apache Airflow
4 4 (1.45%) Confluence
5 2 (0.72%) Apache Synapse
5 2 (0.72%) Oracle SOA Suite
5 2 (0.72%) SAS
6 1 (0.36%) Apache Solr
Applications
1 9 (3.26%) Microsoft Office
2 6 (2.17%) Microsoft Excel
Business Applications
1 2 (0.72%) Raiser's Edge
Cloud Services
1 256 (92.75%) Azure
2 144 (52.17%) Power Platform
3 133 (48.19%) Azure Data Factory
4 57 (20.65%) PaaS
5 51 (18.48%) AWS
6 29 (10.51%) SaaS
7 26 (9.42%) GCP
8 25 (9.06%) IaaS
9 23 (8.33%) Azure Stack
10 21 (7.61%) Data Lake Analytics
10 21 (7.61%) Serverless
11 17 (6.16%) Amazon EMR
12 16 (5.80%) Logic Apps
13 15 (5.43%) Azure Active Directory
14 13 (4.71%) Azure Functions
15 10 (3.62%) Amazon SageMaker
15 10 (3.62%) Office 365
16 8 (2.90%) GitHub
17 6 (2.17%) Azure Machine Learning
17 6 (2.17%) Cortana Intelligence Suite
Communications & Networking
1 7 (2.54%) Skype
2 1 (0.36%) Broadband
2 1 (0.36%) Internet
Database & Business Intelligence
1 188 (68.12%) Data Lake
2 170 (61.59%) Data Warehouse
3 144 (52.17%) Power BI
4 119 (43.12%) Azure SQL Database
5 95 (34.42%) Azure SQL Data Warehouse
6 87 (31.52%) SQL Server
7 84 (30.43%) Big Data
8 80 (28.99%) SQL Server Analysis Services
9 77 (27.90%) SQL Server Integration Services
10 60 (21.74%) Cosmos DB
11 49 (17.75%) Microsoft Analysis Services
12 47 (17.03%) NoSQL
13 41 (14.86%) Hadoop
14 37 (13.41%) SQL Server Reporting Services
15 26 (9.42%) Snowflake Schema
16 24 (8.70%) Neo4j
17 21 (7.61%) PolyBase
18 18 (6.52%) HDInsight
19 17 (6.16%) Apache Hive
19 17 (6.16%) Impala
Development Applications
1 25 (9.06%) Git (software)
2 18 (6.52%) Visual Studio
3 11 (3.99%) Jenkins
4 10 (3.62%) Atlassian Bamboo
4 10 (3.62%) Vagrant
5 8 (2.90%) GitLab
6 5 (1.81%) ERwin
6 5 (1.81%) Travis CI
6 5 (1.81%) Visual Studio Team System
7 4 (1.45%) Artifactory
7 4 (1.45%) ER Studio
7 4 (1.45%) GDB
7 4 (1.45%) JIRA
7 4 (1.45%) Sourcetree
7 4 (1.45%) SQL Server Management Studio (SSMS)
7 4 (1.45%) Visual Studio Code
General
1 43 (15.58%) Finance
2 16 (5.80%) Marketing
3 12 (4.35%) Retail
4 7 (2.54%) Manufacturing
5 5 (1.81%) Banking
6 3 (1.09%) Front Office
7 1 (0.36%) Law
7 1 (0.36%) Legal
Job Titles
1 106 (38.41%) Data Engineer
2 79 (28.62%) Architect
3 67 (24.28%) Azure Engineer
4 38 (13.77%) Azure Architect
5 37 (13.41%) Cloud Architect
5 37 (13.41%) Data Architect
6 34 (12.32%) Solutions Architect
7 32 (11.59%) Developer
8 26 (9.42%) Cloud Solutions Architect
9 22 (7.97%) Consultant
10 17 (6.16%) Azure Developer
11 16 (5.80%) Business Intelligence Consultant
11 16 (5.80%) Data Consultant
12 15 (5.43%) Business Intelligence Developer
12 15 (5.43%) Senior Data Engineer
13 13 (4.71%) Power BI Consultant
14 11 (3.99%) Azure Consultant
14 11 (3.99%) Big Data Engineer
14 11 (3.99%) SQL Developer
15 9 (3.26%) Security Architect
Libraries, Frameworks & Software Standards
1 30 (10.87%) MDX
2 28 (10.14%) .NET
3 22 (7.97%) Kafka
4 18 (6.52%) PySpark
5 11 (3.99%) Natural Language Processing
5 11 (3.99%) Spark Streaming
6 10 (3.62%) MXNet
6 10 (3.62%) scikit-learn
6 10 (3.62%) TensorFlow
7 6 (2.17%) Apache NiFi
7 6 (2.17%) D3.js
8 5 (1.81%) ASP.NET
8 5 (1.81%) Elastic Stack
8 5 (1.81%) Flask
9 4 (1.45%) ADO
10 3 (1.09%) .NET Framework
10 3 (1.09%) AngularJS
10 3 (1.09%) ASP.NET Core
10 3 (1.09%) Entity Framework
10 3 (1.09%) Razor View Engine
Miscellaneous
1 56 (20.29%) Analytical Skills
2 42 (15.22%) Greenfield Project
3 14 (5.07%) Data Structures
4 11 (3.99%) Clustering
4 11 (3.99%) Data Centre
5 9 (3.26%) Cyberthreat
6 6 (2.17%) Algorithms
7 5 (1.81%) Cloud Native
7 5 (1.81%) Public Cloud
8 4 (1.45%) Acoustics
8 4 (1.45%) Blog
8 4 (1.45%) Enterprise Software
8 4 (1.45%) N-Tier
8 4 (1.45%) PMI
9 3 (1.09%) Life Science
10 2 (0.72%) Self-Motivation
10 2 (0.72%) Social Media
10 2 (0.72%) Virtual Team
11 1 (0.36%) Analytical Mindset
11 1 (0.36%) Driving Licence
Operating Systems
1 20 (7.25%) Windows
1 20 (7.25%) Windows Server
2 9 (3.26%) Windows 10
3 1 (0.36%) Linux
3 1 (0.36%) Unix
Processes & Methodologies
1 185 (67.03%) Analytics
2 164 (59.42%) Business Intelligence
3 109 (39.49%) ETL
4 96 (34.78%) Agile Software Development
5 92 (33.33%) Data Engineering
6 80 (28.99%) Data Modelling
7 73 (26.45%) Visualisation
8 72 (26.09%) Data Analytics
9 55 (19.93%) Migration
10 54 (19.57%) Machine Learning
11 46 (16.67%) Data Science
12 45 (16.30%) Data Visualisation
13 40 (14.49%) DevOps
14 39 (14.13%) Data Management
15 34 (12.32%) Enterprise Architecture
16 32 (11.59%) Stakeholder Management
17 26 (9.42%) Artificial Intelligence
17 26 (9.42%) Continuous Integration
17 26 (9.42%) Data Architecture
18 25 (9.06%) Problem-Solving
Programming Languages
1 220 (79.71%) SQL
2 148 (53.62%) Python
3 67 (24.28%) R
4 42 (15.22%) C#
5 29 (10.51%) Data Analysis Expressions (DAX)
6 25 (9.06%) Scala
6 25 (9.06%) T-SQL
7 21 (7.61%) U-SQL
8 19 (6.88%) Java
9 15 (5.43%) JavaScript
10 7 (2.54%) PowerShell
11 6 (2.17%) Cypher
11 6 (2.17%) VB.NET
12 3 (1.09%) Go
12 3 (1.09%) TypeScript
13 2 (0.72%) VBA
14 1 (0.36%) C
14 1 (0.36%) C++
14 1 (0.36%) PL/SQL
Qualifications
1 15 (5.43%) Degree
2 11 (3.99%) Microsoft Certification
3 10 (3.62%) Cisco Certification
4 9 (3.26%) (ISC)2 CCSP
4 9 (3.26%) CCSP
4 9 (3.26%) CISSP
4 9 (3.26%) CompTIA Security+
5 5 (1.81%) Computer Science Degree
5 5 (1.81%) PMI Certification
6 3 (1.09%) PhD
7 2 (0.72%) Security Cleared
8 1 (0.36%) PMP
8 1 (0.36%) PRINCE2 Certification
Quality Assurance & Compliance
1 13 (4.71%) GDPR
2 10 (3.62%) Data Quality
3 4 (1.45%) QA
4 1 (0.36%) ISO/IEC 27001
4 1 (0.36%) NIST
System Software
1 24 (8.70%) Active Directory
2 15 (5.43%) Virtual Machines
3 13 (4.71%) Docker
4 11 (3.99%) Hyper-V
5 10 (3.62%) VirtualBox
6 2 (0.72%) HDFS
Systems Management
1 17 (6.16%) Terraform
2 15 (5.43%) Kubernetes
3 11 (3.99%) SCVMM
4 10 (3.62%) Ansible
4 10 (3.62%) Docker Swarm
4 10 (3.62%) Microsoft Intune
5 9 (3.26%) Single Sign-On
6 5 (1.81%) Kibana
6 5 (1.81%) Opscode Chef
6 5 (1.81%) Puppet
7 2 (0.72%) Hadoop YARN
Vendors
1 164 (59.42%) Microsoft
2 62 (22.46%) Tableau
3 26 (9.42%) Google
4 24 (8.70%) Sparx
5 17 (6.16%) Oracle
6 11 (3.99%) PlateSpin
6 11 (3.99%) VirtaMove
7 10 (3.62%) Cloudera
7 10 (3.62%) Dataiku
7 10 (3.62%) Hortonworks
8 8 (2.90%) Salesforce.com
9 6 (2.17%) IBM
10 5 (1.81%) Netezza
10 5 (1.81%) StreamSets
10 5 (1.81%) Teradata
10 5 (1.81%) Vertica
11 4 (1.45%) Talend
12 3 (1.09%) Cognos
13 2 (0.72%) Actuate
14 1 (0.36%) Informatica