Period
to 21 April 2021

The table below provides summary statistics for contract 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 contractor rates offered in vacancies that have cited Databricks over the 6 months to 21 April 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Databricks.

Databricks
UK > England
6 months to
21 Apr 2021
Same period 2020 Same period 2019
Rank 248 432 690
Rank change year-on-year +184 +258 +152
Contract jobs citing Databricks 425 199 142
As % of all contract jobs advertised in England 1.00% 0.39% 0.16%
As % of the Vendors category 2.47% 0.92% 0.39%
Number of daily rates quoted 268 150 69
10th Percentile £394 £405 £333
25th Percentile £431 £425 £400
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - +1.20%
75th Percentile £600 £638 £625
90th Percentile £662 £675 £738
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - +1.20%
Number of hourly rates quoted 3 1 0
Median hourly rate £44.50 £27.43 -
Median % change year-on-year +62.26% - -
UK median hourly rate £38.25 £27.43 -
% change year-on-year +39.47% - -

Databricks is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 17,214 21,604 36,634
As % of all contract IT jobs advertised in England 40.59% 42.49% 41.90%
Number of daily rates quoted 11,166 13,665 23,452
10th Percentile £263 £221 £263
25th Percentile £370 £355 £363
Median daily rate (50th Percentile) £475 £450 £460
Median % change year-on-year +5.56% -2.17% +2.22%
75th Percentile £575 £563 £563
90th Percentile £657 £656 £650
UK median daily rate £475 £450 £450
% change year-on-year +5.56% - -
Number of hourly rates quoted 589 892 1,184
10th Percentile £11.38 £11.75 £10.92
25th Percentile £14.50 £14.50 £13.00
Median hourly rate £21.50 £18.70 £17.60
Median % change year-on-year +14.97% +6.25% +0.98%
75th Percentile £43.75 £29.02 £34.53
90th Percentile £56.70 £50.00 £48.75
UK median hourly rate £22.50 £18.90 £17.60
% change year-on-year +19.05% +7.39% +3.53%

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
Contractor Daily Rate Trend in England

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

Daily rate trend for Databricks in England

Databricks
Daily Rate Histogram in England

Daily rate distribution for jobs citing Databricks in England over the 6 months to 21 April 2021.

Daily rate histogram for Databricks in England

Databricks
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Databricks in England

Databricks
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Databricks in England over the 6 months to 21 April 2021.

Hourly rate histogram for Databricks in England

Databricks
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Databricks within the England region over the 6 months to 21 April 2021. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +135 284 £520 -5.45% 71
North of England +81 48 £513 +7.89% 20
South East +64 35 £525 +5.53% 26
Yorkshire +49 32 £550 +15.79% 11
Midlands +39 17 £450 -5.26% 17
North West +46 16 £475 -20.83% 7
West Midlands +21 11 £450 -5.26% 14
East Midlands +23 4 £456 +1.39% 3
South West +46 3 £525 -5.62% 5
East of England +29 3 £239 -45.37% 20
North East - 1 £640 - 2
Databricks
UK

For the 6 months to 21 April 2021, IT contractor 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 contract job ads across the England region with a requirement for Databricks.

1 369 (86.82%) Azure
2 196 (46.12%) Python
3 188 (44.24%) SQL
4 165 (38.82%) Azure Data Factory
5 164 (38.59%) Data Lake
6 154 (36.24%) Analytics
7 147 (34.59%) Agile Software Development
8 136 (32.00%) Azure Synapse Analytics
9 130 (30.59%) Microsoft
10 126 (29.65%) Data Modelling
10 126 (29.65%) DevOps
11 125 (29.41%) Data Warehouse
12 110 (25.88%) Data Engineering
13 98 (23.06%) Business Intelligence
14 96 (22.59%) ETL
15 91 (21.41%) Power Platform
16 87 (20.47%) Power BI
17 85 (20.00%) Apache Spark
18 77 (18.12%) Big Data
19 69 (16.24%) Finance
20 67 (15.76%) PySpark
21 66 (15.53%) Scrum
22 64 (15.06%) Serverless
23 62 (14.59%) SQL Server
24 57 (13.41%) Azure SQL Database
25 54 (12.71%) AWS
26 50 (11.76%) Data Architecture
27 47 (11.06%) Azure Functions
28 45 (10.59%) Azure Cosmos DB
28 45 (10.59%) SQL Server Integration Services

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 85 (20.00%) Apache Spark
2 37 (8.71%) Apache
3 31 (7.29%) Apache Airflow
4 11 (2.59%) SharePoint
5 4 (0.94%) Elasticsearch
5 4 (0.94%) SAS
6 3 (0.71%) Confluence
6 3 (0.71%) IIS
7 1 (0.24%) Apache Solr
Applications
1 2 (0.47%) MS Visio
Business Applications
1 3 (0.71%) Aligne
1 3 (0.71%) Dynamics CRM
1 3 (0.71%) SAP Oil and Gas
2 2 (0.47%) Oracle EBS
Cloud Services
1 369 (86.82%) Azure
2 165 (38.82%) Azure Data Factory
3 136 (32.00%) Azure Synapse Analytics
4 91 (21.41%) Power Platform
5 64 (15.06%) Serverless
6 54 (12.71%) AWS
7 47 (11.06%) Azure Functions
8 45 (10.59%) Azure Cosmos DB
9 26 (6.12%) Azure Storage
10 21 (4.94%) GitHub
11 20 (4.71%) PaaS
12 18 (4.24%) GCP
13 16 (3.76%) Azure Logic Apps
14 14 (3.29%) Azure Machine Learning
15 12 (2.82%) Azure Sentinel
16 10 (2.35%) AWS Lambda
16 10 (2.35%) iPaaS
17 9 (2.12%) Azure Active Directory
17 9 (2.12%) Azure Stack
17 9 (2.12%) Dynamics 365
Communications & Networking
1 3 (0.71%) Kerberos
1 3 (0.71%) SSL
2 2 (0.47%) TCP/IP
2 2 (0.47%) VPN
3 1 (0.24%) FTP
Database & Business Intelligence
1 164 (38.59%) Data Lake
2 125 (29.41%) Data Warehouse
3 87 (20.47%) Power BI
4 77 (18.12%) Big Data
5 62 (14.59%) SQL Server
6 57 (13.41%) Azure SQL Database
7 45 (10.59%) SQL Server Integration Services
8 43 (10.12%) Azure SQL Data Warehouse
9 40 (9.41%) NoSQL
10 32 (7.53%) SQL Server Analysis Services
10 32 (7.53%) SQL Server Reporting Services
11 29 (6.82%) Tableau
12 24 (5.65%) Enterprise Data Warehouse
13 19 (4.47%) Microsoft Analysis Services
14 15 (3.53%) Relational Database
15 12 (2.82%) Apache Hive
15 12 (2.82%) HDInsight
15 12 (2.82%) Snowflake Schema
16 10 (2.35%) Hadoop
17 9 (2.12%) Spark SQL
Development Applications
1 42 (9.88%) Git (software)
2 32 (7.53%) Jenkins
3 26 (6.12%) JIRA
4 22 (5.18%) PowerDesigner
5 12 (2.82%) kappa
6 11 (2.59%) Visual Studio Team System
7 6 (1.41%) TeamCity
8 5 (1.18%) Maven
9 4 (0.94%) Liquibase
9 4 (0.94%) RStudio
10 3 (0.71%) Artifactory
10 3 (0.71%) Postman
10 3 (0.71%) Subversion
10 3 (0.71%) Visual Studio
10 3 (0.71%) VisualSVN
11 2 (0.47%) Cucumber
11 2 (0.47%) ERwin
11 2 (0.47%) GitLab
11 2 (0.47%) MLflow
11 2 (0.47%) SpecFlow
General
1 69 (16.24%) Finance
2 30 (7.06%) Banking
3 19 (4.47%) Public Sector
4 16 (3.76%) Retail
5 11 (2.59%) Front Office
6 10 (2.35%) Investment Banking
7 9 (2.12%) Marketing
8 5 (1.18%) Manufacturing
8 5 (1.18%) Publishing
9 4 (0.94%) Games
10 3 (0.71%) Back Office
10 3 (0.71%) Retail Banking
10 3 (0.71%) Telecoms
11 2 (0.47%) Legal
12 1 (0.24%) Electronics
12 1 (0.24%) General Ledger
12 1 (0.24%) Pharmaceutical
Job Titles
1 169 (39.76%) Data Engineer
2 96 (22.59%) Azure Engineer
3 90 (21.18%) Architect
4 71 (16.71%) Data Architect
5 55 (12.94%) Azure Architect
6 43 (10.12%) Developer
7 29 (6.82%) Python Engineer
8 28 (6.59%) Analyst
8 28 (6.59%) Solutions Architect
9 18 (4.24%) Senior Data Engineer
10 15 (3.53%) Data Scientist
11 14 (3.29%) Azure Developer
11 14 (3.29%) Consultant
12 12 (2.82%) Business Analyst
12 12 (2.82%) Data Analyst
12 12 (2.82%) Technical Architect
13 11 (2.59%) Big Data Engineer
14 10 (2.35%) Data Consultant
15 9 (2.12%) DBA
15 9 (2.12%) Python Developer
Libraries, Frameworks & Software Standards
1 67 (15.76%) PySpark
2 43 (10.12%) Kafka
3 18 (4.24%) .NET
4 16 (3.76%) Velocity
5 12 (2.82%) JSON
6 7 (1.65%) Spark Streaming
7 6 (1.41%) Highcharts JS
7 6 (1.41%) Pandas
7 6 (1.41%) Redux
8 5 (1.18%) NumPy
8 5 (1.18%) RESTful
9 4 (0.94%) ADO
9 4 (0.94%) AngularJS
9 4 (0.94%) Gherkin
9 4 (0.94%) scikit-learn
9 4 (0.94%) XML
10 3 (0.71%) Flask
10 3 (0.71%) J2EE
10 3 (0.71%) MDX
10 3 (0.71%) MLlib
Miscellaneous
1 35 (8.24%) Analytical Skills
2 20 (4.71%) Greenfield Project
3 13 (3.06%) Algorithms
4 12 (2.82%) NHS
5 10 (2.35%) Cloud Native
6 7 (1.65%) Data Structures
7 6 (1.41%) Replication
7 6 (1.41%) Self-Motivation
7 6 (1.41%) Virtual Team
8 5 (1.18%) Reinsurance
9 4 (0.94%) BYOD
9 4 (0.94%) iPad
9 4 (0.94%) Market Risk
9 4 (0.94%) Public Cloud
10 3 (0.71%) Enterprise Software
10 3 (0.71%) Management Information System
10 3 (0.71%) User Experience
11 2 (0.47%) Data Centre
11 2 (0.47%) Hedge funds
12 1 (0.24%) Reference Data
Operating Systems
1 9 (2.12%) Linux
2 1 (0.24%) Unix
2 1 (0.24%) Windows
2 1 (0.24%) Windows Server
Processes & Methodologies
1 154 (36.24%) Analytics
2 147 (34.59%) Agile Software Development
3 126 (29.65%) Data Modelling
3 126 (29.65%) DevOps
4 110 (25.88%) Data Engineering
5 98 (23.06%) Business Intelligence
6 96 (22.59%) ETL
7 66 (15.53%) Scrum
8 50 (11.76%) Data Architecture
9 44 (10.35%) Data Science
10 40 (9.41%) Machine Learning
11 39 (9.18%) Data Management
12 36 (8.47%) Master Data Management
13 35 (8.24%) Visualisation
14 34 (8.00%) Data Integration
15 33 (7.76%) Data Analysis
16 32 (7.53%) Migration
16 32 (7.53%) Test Automation
17 31 (7.29%) Stakeholder Management
18 29 (6.82%) Artificial Intelligence
Programming Languages
1 196 (46.12%) Python
2 188 (44.24%) SQL
3 38 (8.94%) Java
3 38 (8.94%) Scala
4 30 (7.06%) T-SQL
5 29 (6.82%) R
6 27 (6.35%) PowerShell
7 22 (5.18%) C#
8 10 (2.35%) JavaScript
9 5 (1.18%) Data Analysis Expressions (DAX)
9 5 (1.18%) TypeScript
10 4 (0.94%) Groovy
10 4 (0.94%) PL/SQL
11 3 (0.71%) C
11 3 (0.71%) Perl
12 2 (0.47%) ANSI SQL
12 2 (0.47%) Bash Shell
12 2 (0.47%) Go
12 2 (0.47%) VBA
13 1 (0.24%) U-SQL
Qualifications
1 21 (4.94%) Degree
2 19 (4.47%) SC Cleared
2 19 (4.47%) Security Cleared
3 8 (1.88%) ISEB
4 5 (1.18%) DV Cleared
5 4 (0.94%) Computer Science Degree
5 4 (0.94%) PhD
6 1 (0.24%) BPSS Clearance
6 1 (0.24%) DBS Check
6 1 (0.24%) Master's Degree
6 1 (0.24%) MBCS
6 1 (0.24%) TOGAF Certification
Quality Assurance & Compliance
1 41 (9.65%) Data Quality
2 5 (1.18%) QA
3 2 (0.47%) GDPR
System Software
1 23 (5.41%) Docker
2 5 (1.18%) HDFS
3 4 (0.94%) Virtual Machines
4 3 (0.71%) Active Directory
Systems Management
1 33 (7.76%) Terraform
2 13 (3.06%) Kubernetes
3 8 (1.88%) Ansible
4 7 (1.65%) Opscode Chef
5 4 (0.94%) Oozie
5 4 (0.94%) Puppet
6 2 (0.47%) Kibana
7 1 (0.24%) Hadoop YARN
7 1 (0.24%) Single Sign-On
Vendors
1 130 (30.59%) Microsoft
2 25 (5.88%) BiZZdesign
3 15 (3.53%) SAP
4 14 (3.29%) MuleSoft
5 10 (2.35%) IBM
6 9 (2.12%) Salesforce.com
7 8 (1.88%) Oracle
7 8 (1.88%) Talend
8 6 (1.41%) Splunk
9 4 (0.94%) GoldenSource
9 4 (0.94%) Google
9 4 (0.94%) Teradata
10 3 (0.71%) Adobe
10 3 (0.71%) Alteryx
10 3 (0.71%) Confluent
10 3 (0.71%) Micro Focus
10 3 (0.71%) RedGate
11 2 (0.47%) Atlassian
11 2 (0.47%) Cadence
11 2 (0.47%) Cognizant