Period
to

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 3 July 2022 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
3 Jul 2022
Same period 2021 Same period 2020
Rank 223 220 376
Rank change year-on-year -3 +156 +221
Contract jobs citing Databricks 879 640 201
As % of all contract jobs advertised in England 1.22% 1.21% 0.54%
As % of the Vendors category 3.03% 2.96% 1.28%
Number of daily rates quoted 603 414 144
10th Percentile £420 £413 £400
25th Percentile £513 £463 £419
Median daily rate (50th Percentile) £610 £525 £525
Median % change year-on-year +16.19% - -4.55%
75th Percentile £709 £620 £602
90th Percentile £775 £700 £675
UK median daily rate £600 £525 £500
% change year-on-year +14.29% +5.00% -9.09%
Number of hourly rates quoted 5 2 1
10th Percentile - £27.08 -
25th Percentile - £28.69 £26.65
Median hourly rate £35.00 £35.25 £27.43
Median % change year-on-year -0.71% +28.53% -62.17%
75th Percentile - £45.69 £28.20
90th Percentile £68.54 £49.63 -
UK median hourly rate £35.00 £32.00 £27.43
% change year-on-year +9.38% +16.68% -62.17%

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 29,049 21,602 15,658
As % of all contract IT jobs advertised in England 40.32% 40.97% 42.35%
Number of daily rates quoted 20,038 14,115 10,140
10th Percentile £299 £281 £250
25th Percentile £419 £395 £363
Median daily rate (50th Percentile) £525 £500 £475
Median % change year-on-year +5.00% +5.26% +2.70%
75th Percentile £640 £588 £575
90th Percentile £744 £688 £675
UK median daily rate £525 £496 £463
% change year-on-year +5.81% +7.28% +1.87%
Number of hourly rates quoted 751 679 532
10th Percentile £12.30 £11.15 £11.63
25th Percentile £15.25 £13.25 £14.00
Median hourly rate £21.50 £19.50 £19.00
Median % change year-on-year +10.26% +2.63% +2.70%
75th Percentile £47.50 £40.00 £33.47
90th Percentile £67.50 £55.00 £50.00
UK median hourly rate £21.78 £20.00 £19.63
% change year-on-year +8.90% +1.91% +6.08%

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 3 July 2022.

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 3 July 2022.

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 3 July 2022. 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
Jobs
London +9 646 £625 +13.64% 71
South East -15 75 £625 +19.05% 9
Midlands -15 43 £525 +7.69% 2
West Midlands -15 36 £513 +5.13% 2
North of England -81 29 £550 +10.00% 10
Yorkshire -58 17 £550 +25.00% 6
East of England -13 15 £450 +59.57% 5
North West -38 11 £613 +18.07% 3
East Midlands -8 6 £588 +15.76%
South West -12 5 £563 +9.76% 4
North East -14 1 £530 -14.52% 1
Databricks
UK

For the 6 months to 3 July 2022, 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.

1 790 (89.87%) Azure
2 426 (48.46%) Python
3 390 (44.37%) Azure Data Factory
4 380 (43.23%) SQL
5 332 (37.77%) DevOps
6 292 (33.22%) Analytics
7 275 (31.29%) Data Lake
8 260 (29.58%) Agile
9 256 (29.12%) CI/CD
10 241 (27.42%) Microsoft
11 220 (25.03%) Data Warehouse
12 218 (24.80%) Big Data
13 217 (24.69%) Finance
14 205 (23.32%) ETL
15 204 (23.21%) Power Platform
16 203 (23.09%) Business Intelligence
17 201 (22.87%) Power BI
18 198 (22.53%) Apache Spark
19 191 (21.73%) Data Pipeline
20 180 (20.48%) Azure Synapse Analytics
21 173 (19.68%) Social Skills
21 173 (19.68%) Java
22 169 (19.23%) Data Modelling
23 167 (19.00%) Azure DevOps
24 151 (17.18%) SQL Server
25 148 (16.84%) Scala
25 148 (16.84%) Data Engineering
26 134 (15.24%) Kubernetes
27 128 (14.56%) Kafka
28 118 (13.42%) Terraform

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
1 198 (22.53%) Apache Spark
2 82 (9.33%) Apache
3 30 (3.41%) Apache Airflow
4 10 (1.14%) Oracle Coherence
5 7 (0.80%) SharePoint
6 6 (0.68%) Confluence
6 6 (0.68%) OpenStack
7 5 (0.57%) Jupyter
7 5 (0.57%) Luigi
7 5 (0.57%) SAS
8 4 (0.46%) Apache Pig
8 4 (0.46%) nginx
9 1 (0.11%) Apache Synapse
9 1 (0.11%) CMS
9 1 (0.11%) GemFire
9 1 (0.11%) Sitecore CMS
Applications
1 12 (1.37%) Microsoft Excel
2 4 (0.46%) Microsoft Office
3 2 (0.23%) Microsoft PowerPoint
4 1 (0.11%) MS Visio
Business Applications
1 7 (0.80%) SAP Oil and Gas
2 1 (0.11%) Dynamics CRM
2 1 (0.11%) SAP CRM
2 1 (0.11%) Sparx Enterprise Architect
Cloud Services
1 790 (89.87%) Azure
2 390 (44.37%) Azure Data Factory
3 204 (23.21%) Power Platform
4 180 (20.48%) Azure Synapse Analytics
5 167 (19.00%) Azure DevOps
6 112 (12.74%) AWS
7 88 (10.01%) Serverless
8 68 (7.74%) PaaS
9 65 (7.39%) Azure Monitor
10 63 (7.17%) Azure Cosmos DB
11 62 (7.05%) Azure Functions
12 60 (6.83%) GitHub
13 57 (6.48%) Azure AKS
14 49 (5.57%) Amazon S3
15 48 (5.46%) Azure Key Vault
15 48 (5.46%) Snowflake
16 43 (4.89%) IaaS
17 39 (4.44%) GCP
18 38 (4.32%) Azure Logic Apps
19 33 (3.75%) Azure Storage
Communications & Networking
1 10 (1.14%) Firewall
2 6 (0.68%) HTTP
3 5 (0.57%) FTP
4 4 (0.46%) Calico
5 2 (0.23%) Cisco IPT
6 1 (0.11%) Broadband
6 1 (0.11%) Internet
6 1 (0.11%) IPFS
6 1 (0.11%) SSL
6 1 (0.11%) TCP/IP
6 1 (0.11%) VPN
Database & Business Intelligence
1 275 (31.29%) Data Lake
2 220 (25.03%) Data Warehouse
3 218 (24.80%) Big Data
4 201 (22.87%) Power BI
5 151 (17.18%) SQL Server
6 108 (12.29%) Azure SQL Database
7 85 (9.67%) Delta Lake
8 52 (5.92%) Hadoop
9 50 (5.69%) NoSQL
10 47 (5.35%) SQL Server Integration Services
11 44 (5.01%) SQL Server Analysis Services
12 41 (4.66%) Azure SQL Data Warehouse
13 39 (4.44%) Microsoft Analysis Services
14 35 (3.98%) Tableau
15 34 (3.87%) Metadata
16 33 (3.75%) SQL Server Reporting Services
17 32 (3.64%) PostgreSQL
18 29 (3.30%) Relational Database
19 23 (2.62%) Amazon Athena
20 19 (2.16%) Amazon Redshift
Development Applications
1 94 (10.69%) Git (software)
2 70 (7.96%) Jenkins
3 69 (7.85%) Maven
4 66 (7.51%) Gradle
5 56 (6.37%) GitLab
6 49 (5.57%) TeamCity
7 33 (3.75%) JIRA
8 29 (3.30%) PowerDesigner
9 23 (2.62%) Sonatype Nexus
10 20 (2.28%) ER Studio
11 18 (2.05%) Visual Studio Team System
12 16 (1.82%) ERwin
12 16 (1.82%) kappa
13 13 (1.48%) Visual Studio
14 10 (1.14%) MLflow
15 9 (1.02%) Cucumber
16 8 (0.91%) Team Foundation Server
17 7 (0.80%) Selenium
18 6 (0.68%) Subversion
19 5 (0.57%) Gerrit
General
1 217 (24.69%) Finance
2 173 (19.68%) Social Skills
3 104 (11.83%) Banking
4 80 (9.10%) Investment Banking
5 65 (7.39%) Analytical Skills
6 43 (4.89%) Public Sector
7 26 (2.96%) Presentation Skills
8 24 (2.73%) Marketing
9 19 (2.16%) Law
10 17 (1.93%) Front Office
11 14 (1.59%) Legal
11 14 (1.59%) Telecoms
12 11 (1.25%) Inclusion and Diversity
12 11 (1.25%) Influencing Skills
13 10 (1.14%) Manufacturing
13 10 (1.14%) Retail
14 8 (0.91%) Games
14 8 (0.91%) Publishing
15 7 (0.80%) Financial Institution
16 6 (0.68%) Automotive
Job Titles
1 374 (42.55%) Data Engineer
2 204 (23.21%) Azure Engineer
3 136 (15.47%) Azure Data Engineer
4 128 (14.56%) Architect
5 122 (13.88%) Developer
6 96 (10.92%) Data Architect
7 65 (7.39%) DevOps Engineer
8 55 (6.26%) Solutions Architect
9 41 (4.66%) Java Engineer
10 37 (4.21%) Azure Developer
11 36 (4.10%) Big Data Engineer
12 34 (3.87%) Azure DevOps Engineer
13 33 (3.75%) Azure Architect
14 31 (3.53%) Python Engineer
15 28 (3.19%) Scala Engineer
16 27 (3.07%) Cloud Engineer
17 26 (2.96%) Senior Data Engineer
18 25 (2.84%) Java Developer
19 24 (2.73%) Analyst
19 24 (2.73%) Cloud Architect
Libraries, Frameworks & Software Standards
1 128 (14.56%) Kafka
2 71 (8.08%) PySpark
3 44 (5.01%) .NET
4 30 (3.41%) Spring
5 28 (3.19%) ARM Templates
5 28 (3.19%) Pandas
6 21 (2.39%) pytest
7 20 (2.28%) React
8 17 (1.93%) REST
9 16 (1.82%) ADO
9 16 (1.82%) Spark Streaming
10 15 (1.71%) scikit-learn
11 14 (1.59%) NumPy
12 12 (1.37%) Apache NiFi
13 10 (1.14%) .NET Framework
14 9 (1.02%) Spring Boot
14 9 (1.02%) YAML
15 8 (0.91%) Hibernate
16 7 (0.80%) MDX
17 6 (0.68%) JSON
Miscellaneous
1 37 (4.21%) Cloud Native
2 27 (3.07%) Data Structures
3 23 (2.62%) Data Protection Act
3 23 (2.62%) Virtual Team
4 20 (2.28%) Public Cloud
5 16 (1.82%) Algorithms
6 15 (1.71%) Enterprise Software
6 15 (1.71%) Renewable Energy
7 13 (1.48%) Greenfield Project
7 13 (1.48%) Linux Command Line
8 12 (1.37%) NHS
9 11 (1.25%) IoT
9 11 (1.25%) Management Information System
10 10 (1.14%) Market Risk
11 7 (0.80%) Credit Risk
12 6 (0.68%) Self-Motivation
13 5 (0.57%) Derivative
13 5 (0.57%) Foreign Exchange (FX)
13 5 (0.57%) Hybrid Cloud
13 5 (0.57%) Replication
Operating Systems
1 20 (2.28%) Linux
2 18 (2.05%) Windows
3 14 (1.59%) Unix
4 6 (0.68%) Red Hat Enterprise Linux
5 3 (0.34%) VMS
6 1 (0.11%) Windows 10
Processes & Methodologies
1 332 (37.77%) DevOps
2 292 (33.22%) Analytics
3 260 (29.58%) Agile
4 256 (29.12%) CI/CD
5 205 (23.32%) ETL
6 203 (23.09%) Business Intelligence
7 191 (21.73%) Data Pipeline
8 169 (19.23%) Data Modelling
9 148 (16.84%) Data Engineering
10 109 (12.40%) Migration
11 108 (12.29%) Scrum
12 91 (10.35%) Test Automation
13 87 (9.90%) Data Science
14 77 (8.76%) TDD
15 72 (8.19%) Machine Learning
16 61 (6.94%) Visualisation
17 60 (6.83%) Microservices
18 58 (6.60%) Data Analytics
19 55 (6.26%) Data Analysis
19 55 (6.26%) Stakeholder Management
Programming Languages
1 426 (48.46%) Python
2 380 (43.23%) SQL
3 173 (19.68%) Java
4 148 (16.84%) Scala
5 91 (10.35%) PowerShell
6 77 (8.76%) C#
7 44 (5.01%) R
8 39 (4.44%) T-SQL
9 38 (4.32%) Bash
10 20 (2.28%) JavaScript
11 19 (2.16%) Data Analysis Expressions (DAX)
12 11 (1.25%) PL/SQL
13 5 (0.57%) C++
13 5 (0.57%) Go
13 5 (0.57%) Shell Script
14 4 (0.46%) VBScript
15 3 (0.34%) Bicep
15 3 (0.34%) Julia
15 3 (0.34%) MATLAB
15 3 (0.34%) TypeScript
Qualifications
1 48 (5.46%) Security Cleared
2 39 (4.44%) Degree
3 30 (3.41%) SC Cleared
4 9 (1.02%) FFIEC
5 8 (0.91%) Master's Degree
5 8 (0.91%) PMP
6 7 (0.80%) PhD
7 6 (0.68%) Computer Science Degree
7 6 (0.68%) PMI Certification
7 6 (0.68%) TOGAF Certification
8 3 (0.34%) Microsoft Certification
8 3 (0.34%) Numerate Degree
9 2 (0.23%) (ISC)2 CCSP
9 2 (0.23%) BPSS Clearance
9 2 (0.23%) Cisco Certification
9 2 (0.23%) CISSP
10 1 (0.11%) CISMP
10 1 (0.11%) ISEB
10 1 (0.11%) ITIL Certification
Quality Assurance & Compliance
1 58 (6.60%) Data Quality
2 22 (2.50%) QA
3 11 (1.25%) GDPR
4 9 (1.02%) GLBA
4 9 (1.02%) NIST
4 9 (1.02%) PCI DSS
5 4 (0.46%) Accessibility
6 2 (0.23%) IFRS
6 2 (0.23%) IFRS 17
6 2 (0.23%) Sarbanes-Oxley
6 2 (0.23%) SLA
7 1 (0.11%) PMO
System Software
1 71 (8.08%) Docker
2 15 (1.71%) Virtual Machines
3 10 (1.14%) HDFS
4 7 (0.80%) Active Directory
5 1 (0.11%) Apache Flume
Systems Management
1 134 (15.24%) Kubernetes
2 118 (13.42%) Terraform
3 26 (2.96%) Ansible
4 14 (1.59%) Istio
5 9 (1.02%) Puppet
6 3 (0.34%) Opscode Chef
7 2 (0.23%) Grafana
7 2 (0.23%) HP Fortify
7 2 (0.23%) logstash
7 2 (0.23%) Microsoft Intune
7 2 (0.23%) Prometheus
8 1 (0.11%) Mesos
8 1 (0.11%) Nagios
Vendors
1 241 (27.42%) Microsoft
2 51 (5.80%) SAP
3 33 (3.75%) Oracle
4 26 (2.96%) Informatica
5 25 (2.84%) BiZZdesign
6 20 (2.28%) AppDynamics
7 18 (2.05%) Google
8 17 (1.93%) Cloudera
9 15 (1.71%) Alteryx
9 15 (1.71%) Salesforce.com
10 13 (1.48%) Talend
11 12 (1.37%) IBM
12 7 (0.80%) Confluent
13 6 (0.68%) Splunk
14 5 (0.57%) Hortonworks
15 4 (0.46%) Amdocs
15 4 (0.46%) Greenplum
15 4 (0.46%) Sparx
16 3 (0.34%) MapR
16 3 (0.34%) MuleSoft