Period
to 4 December 2020

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 4 December 2020 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
4 Dec 2020
Same period 2019 Same period 2018
Rank 254 471 834
Rank change year-on-year +217 +363 +42
Contract jobs citing Databricks 304 318 56
As % of all contract jobs advertised in England 0.96% 0.42% 0.059%
As % of the Vendors category 2.25% 0.99% 0.14%
Number of daily rates quoted 233 211 24
Median daily rate £525 £550 £525
Median daily rate % change year-on-year -4.55% +4.76% +2.44%
10th Percentile £375 £425 £375
90th Percentile £656 £688 £685
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +2.44%
Number of hourly rates quoted 1 4 0
Median hourly rate £66.50 £72.50 -
Median hourly rate % change year-on-year -8.28% - -
UK median hourly rate £66.50 £72.50 -
% change year-on-year -8.28% - -

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 13,484 32,167 39,701
As % of all contract IT jobs advertised in England 42.45% 42.93% 41.76%
Number of daily rates quoted 8,170 20,278 24,944
Median daily rate £463 £450 £450
Median daily rate % change year-on-year +2.78% - -
10th Percentile £250 £231 £255
90th Percentile £656 £644 £635
UK median daily rate £455 £450 £450
% change year-on-year +1.11% - +3.81%
Number of hourly rates quoted 564 1,277 1,497
Median hourly rate £35.00 £19.00 £17.50
Median hourly rate % change year-on-year +84.21% +8.57% +0.40%
10th Percentile £12.25 £11.25 £10.79
90th Percentile £57.17 £53.00 £47.37
Median hourly rate £35.00 £19.00 £17.50
% change year-on-year +84.21% +8.57% +0.40%

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 4 December 2020.

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
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 4 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +162 205 £538 -2.27% 38
North of England +125 43 £510 -15.00% 11
North West +89 25 £510 -5.12% 6
South East +118 22 £525 +7.14% 9
Yorkshire +61 18 £513 -24.07% 2
Midlands +76 14 £371 -36.81% 11
East Midlands +52 8 £368 -41.20% 3
South West +95 6 £550 +12.82% 5
West Midlands +52 6 £400 -30.43% 8
East of England +78 3 £475 - 4
North East +32 1 - - 3
Databricks
UK

For the 6 months to 4 December 2020, 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.

1 265 (87.17%) Azure
2 141 (46.38%) SQL
3 128 (42.11%) Python
4 125 (41.12%) Data Lake
5 119 (39.14%) Microsoft
6 118 (38.82%) Azure Data Factory
7 100 (32.89%) Agile Software Development
8 90 (29.61%) DevOps
9 87 (28.62%) Business Intelligence
10 70 (23.03%) Analytics
11 66 (21.71%) Data Warehouse
12 65 (21.38%) Big Data
13 56 (18.42%) SQL Server
14 55 (18.09%) Data Modelling
15 51 (16.78%) Analytical Skills
16 50 (16.45%) Azure SQL Database
16 50 (16.45%) Power BI
16 50 (16.45%) Power Platform
17 49 (16.12%) AWS
18 48 (15.79%) Git (software)
19 47 (15.46%) Data Architecture
20 44 (14.47%) .NET
20 44 (14.47%) Scrum
20 44 (14.47%) Problem-Solving
20 44 (14.47%) PySpark
21 43 (14.14%) Apache Spark
22 42 (13.82%) C#
23 41 (13.49%) Docker
23 41 (13.49%) Data Engineering
24 40 (13.16%) Kafka

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 43 (14.14%) Apache Spark
2 16 (5.26%) Apache
3 8 (2.63%) Confluence
3 8 (2.63%) SAS
4 3 (0.99%) IIS
5 2 (0.66%) Apache Airflow
5 2 (0.66%) Apache Synapse
5 2 (0.66%) Jupyter
6 1 (0.33%) Luigi
Applications
1 3 (0.99%) Microsoft Excel
1 3 (0.99%) Microsoft Office
1 3 (0.99%) Microsoft PowerPoint
Business Applications
1 3 (0.99%) Dynamics AX
1 3 (0.99%) Dynamics CRM
2 2 (0.66%) Aligne
3 1 (0.33%) Oracle EBS
3 1 (0.33%) SAP ERP
3 1 (0.33%) SAP FI-CA
3 1 (0.33%) SAP MM
3 1 (0.33%) SAP S/4HANA
Cloud Services
1 265 (87.17%) Azure
2 118 (38.82%) Azure Data Factory
3 50 (16.45%) Power Platform
4 49 (16.12%) AWS
5 30 (9.87%) Serverless
6 26 (8.55%) Azure Functions
7 22 (7.24%) PaaS
8 19 (6.25%) GitHub
9 18 (5.92%) Logic Apps
10 16 (5.26%) AWS Lambda
11 13 (4.28%) Azure Active Directory
12 8 (2.63%) Dynamics 365
13 7 (2.30%) Azure Machine Learning
13 7 (2.30%) SaaS
14 6 (1.97%) GCP
15 4 (1.32%) Amazon S3
15 4 (1.32%) Azure Stack
16 3 (0.99%) Amazon EMR
16 3 (0.99%) Datadog
17 2 (0.66%) Route 53
Communications & Networking
1 3 (0.99%) SSL
2 1 (0.33%) Wireless
Database & Business Intelligence
1 125 (41.12%) Data Lake
2 66 (21.71%) Data Warehouse
3 65 (21.38%) Big Data
4 56 (18.42%) SQL Server
5 50 (16.45%) Azure SQL Database
5 50 (16.45%) Power BI
6 24 (7.89%) Cosmos DB
7 23 (7.57%) Azure SQL Data Warehouse
8 22 (7.24%) SQL Server Integration Services
9 17 (5.59%) HDInsight
9 17 (5.59%) NoSQL
10 15 (4.93%) Hadoop
10 15 (4.93%) SQL Server Analysis Services
11 12 (3.95%) SQL Server Reporting Services
12 10 (3.29%) Microsoft Analysis Services
12 10 (3.29%) PolyBase
13 9 (2.96%) Tableau
14 8 (2.63%) Relational Database
15 6 (1.97%) PostgreSQL
16 5 (1.64%) MySQL
Development Applications
1 48 (15.79%) Git (software)
2 33 (10.86%) Jenkins
3 25 (8.22%) Visual Studio Team System
4 12 (3.95%) JIRA
5 10 (3.29%) GitLab
6 9 (2.96%) TeamCity
7 6 (1.97%) Artifactory
7 6 (1.97%) Subversion
8 5 (1.64%) Bitbucket
9 4 (1.32%) JUnit
9 4 (1.32%) Liquibase
9 4 (1.32%) SonarQube
9 4 (1.32%) Sonatype Nexus
10 3 (0.99%) Postman
10 3 (0.99%) Selenium
10 3 (0.99%) Team Foundation Server
10 3 (0.99%) VisualSVN
11 2 (0.66%) Octopus Deploy
11 2 (0.66%) SQL Server Management Studio (SSMS)
12 1 (0.33%) RStudio
General
1 32 (10.53%) Finance
2 24 (7.89%) Marketing
3 12 (3.95%) Banking
4 11 (3.62%) Public Sector
5 6 (1.97%) Electronics
6 4 (1.32%) Legal
6 4 (1.32%) Manufacturing
7 3 (0.99%) Front Office
8 2 (0.66%) Pharmaceutical
8 2 (0.66%) Retail
9 1 (0.33%) German Language
9 1 (0.33%) Law
9 1 (0.33%) Military
9 1 (0.33%) Telecoms
Job Titles
1 101 (33.22%) Data Engineer
2 79 (25.99%) Developer
3 59 (19.41%) Azure Engineer
4 42 (13.82%) Architect
5 41 (13.49%) Azure Developer
6 34 (11.18%) Data Architect
7 26 (8.55%) Python Engineer
8 15 (4.93%) Azure Architect
8 15 (4.93%) Senior Data Engineer
9 14 (4.61%) Big Data Engineer
9 14 (4.61%) C# Developer
10 13 (4.28%) Consultant
11 12 (3.95%) Data Consultant
12 11 (3.62%) Business Intelligence Developer
13 10 (3.29%) Azure Consultant
13 10 (3.29%) C# Developer - Commodities
14 9 (2.96%) .NET Developer
14 9 (2.96%) Enterprise Architect
14 9 (2.96%) Enterprise Data Architect
15 8 (2.63%) Senior Developer
Libraries, Frameworks & Software Standards
1 44 (14.47%) .NET
1 44 (14.47%) PySpark
2 40 (13.16%) Kafka
3 15 (4.93%) JSON
3 15 (4.93%) Velocity
4 14 (4.61%) HTML
4 14 (4.61%) HTML5
5 11 (3.62%) .NET Framework
6 6 (1.97%) .NET Core
6 6 (1.97%) Highcharts JS
6 6 (1.97%) Redux
7 5 (1.64%) ASP.NET
8 4 (1.32%) React
8 4 (1.32%) REST
9 3 (0.99%) ASP.NET Web API
9 3 (0.99%) Entity Framework
9 3 (0.99%) Middleware
9 3 (0.99%) SignalR
10 2 (0.66%) RESTful
10 2 (0.66%) YAML
Miscellaneous
1 51 (16.78%) Analytical Skills
2 11 (3.62%) Greenfield Project
3 7 (2.30%) Data Structures
4 6 (1.97%) Market Risk
5 5 (1.64%) NHS
6 4 (1.32%) FMCG
6 4 (1.32%) Management Information System
6 4 (1.32%) User Experience
7 3 (0.99%) Life Science
7 3 (0.99%) Self-Motivation
8 2 (0.66%) Algorithms
8 2 (0.66%) Hedge funds
8 2 (0.66%) Social Media
9 1 (0.33%) Enterprise Software
9 1 (0.33%) Fixed Income
9 1 (0.33%) Reinsurance
9 1 (0.33%) Renewable Energy
9 1 (0.33%) Virtual Team
9 1 (0.33%) Wiki
Operating Systems
1 8 (2.63%) Linux
2 4 (1.32%) Windows
3 2 (0.66%) Unix
4 1 (0.33%) Android
4 1 (0.33%) Apple iOS
Processes & Methodologies
1 100 (32.89%) Agile Software Development
2 90 (29.61%) DevOps
3 87 (28.62%) Business Intelligence
4 70 (23.03%) Analytics
5 55 (18.09%) Data Modelling
6 47 (15.46%) Data Architecture
7 44 (14.47%) Problem-Solving
7 44 (14.47%) Scrum
8 41 (13.49%) Data Engineering
9 39 (12.83%) Data Management
10 35 (11.51%) Project Delivery
10 35 (11.51%) Test Automation
11 34 (11.18%) ETL
12 31 (10.20%) Kanban
13 29 (9.54%) Software Deployment
14 25 (8.22%) Machine Learning
15 21 (6.91%) Computer Science
16 19 (6.25%) Collaborative Working
16 19 (6.25%) Data Science
16 19 (6.25%) Data Transformation
Programming Languages
1 141 (46.38%) SQL
2 128 (42.11%) Python
3 42 (13.82%) C#
4 37 (12.17%) Scala
5 27 (8.88%) Java
6 26 (8.55%) R
7 19 (6.25%) PowerShell
7 19 (6.25%) T-SQL
8 9 (2.96%) JavaScript
9 4 (1.32%) Perl
9 4 (1.32%) Shell Script
9 4 (1.32%) U-SQL
10 3 (0.99%) Groovy
10 3 (0.99%) TypeScript
11 2 (0.66%) ANSI SQL
11 2 (0.66%) C
11 2 (0.66%) Go
11 2 (0.66%) Java 8
11 2 (0.66%) PL/SQL
11 2 (0.66%) VBA
Qualifications
1 25 (8.22%) Degree
2 18 (5.92%) Security Cleared
3 13 (4.28%) Master's Degree
3 13 (4.28%) SC Cleared
4 10 (3.29%) Computer Science Degree
4 10 (3.29%) Microsoft Certification
4 10 (3.29%) TOGAF Certification
5 4 (1.32%) CTC Cleared
5 4 (1.32%) PhD
6 2 (0.66%) DV Cleared
7 1 (0.33%) AWS Certification
7 1 (0.33%) BPSS Clearance
7 1 (0.33%) MCSA
7 1 (0.33%) MCSE
7 1 (0.33%) MCTS
Quality Assurance & Compliance
1 16 (5.26%) Data Quality
2 3 (0.99%) QA
3 1 (0.33%) ISO 9001
3 1 (0.33%) ISO/IEC 27001
System Software
1 41 (13.49%) Docker
2 5 (1.64%) Active Directory
2 5 (1.64%) HDFS
3 4 (1.32%) Virtual Machines
4 1 (0.33%) Apache ZooKeeper
Systems Management
1 11 (3.62%) Terraform
2 9 (2.96%) Kubernetes
3 3 (0.99%) Nagios
4 2 (0.66%) Ansible
4 2 (0.66%) Opscode Chef
4 2 (0.66%) Puppet
Vendors
1 119 (39.14%) Microsoft
2 18 (5.92%) StreamSets
3 8 (2.63%) SAP
4 7 (2.30%) Talend
5 6 (1.97%) Oracle
6 5 (1.64%) Google
7 4 (1.32%) MicroStrategy
8 3 (0.99%) GoldenSource
8 3 (0.99%) Micro Focus
8 3 (0.99%) New Relic
8 3 (0.99%) RedGate
9 2 (0.66%) Alteryx
9 2 (0.66%) IBM
9 2 (0.66%) MuleSoft
10 1 (0.33%) Cloudera
10 1 (0.33%) HP
10 1 (0.33%) Infor
10 1 (0.33%) Informatica
10 1 (0.33%) Salesforce.com
10 1 (0.33%) Splunk