Period
to 25 January 2022

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 25 January 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
25 Jan 2022
Same period 2021 Same period 2020
Rank 222 282 484
Rank change year-on-year +60 +202 +317
Contract jobs citing Databricks 892 298 254
As % of all contract jobs advertised in England 1.28% 0.87% 0.39%
As % of the Vendors category 3.32% 2.08% 0.91%
Number of daily rates quoted 556 189 174
10th Percentile £450 £363 £413
25th Percentile £500 £413 £463
Median daily rate (50th Percentile) £575 £500 £550
Median % change year-on-year +15.00% -9.09% +4.76%
75th Percentile £688 £588 £636
90th Percentile £750 £646 £684
UK median daily rate £550 £500 £531
% change year-on-year +10.00% -5.88% +1.19%
Number of hourly rates quoted 1 1 2
10th Percentile - - -
25th Percentile £44.00 - £71.25
Median hourly rate £45.00 £66.50 £72.50
Median % change year-on-year -32.33% -8.28% -
75th Percentile £46.00 - £73.75
90th Percentile - - -
UK median hourly rate £67.95 £66.50 £72.50
% change year-on-year +2.18% -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 26,907 14,338 27,974
As % of all contract IT jobs advertised in England 38.52% 41.71% 42.96%
Number of daily rates quoted 18,215 9,324 17,967
10th Percentile £256 £250 £225
25th Percentile £405 £363 £350
Median daily rate (50th Percentile) £515 £463 £450
Median % change year-on-year +11.35% +2.78% -
75th Percentile £625 £572 £556
90th Percentile £713 £650 £650
UK median daily rate £510 £463 £450
% change year-on-year +10.27% +2.78% -
Number of hourly rates quoted 845 508 1,109
10th Percentile £11.34 £11.45 £11.50
25th Percentile £14.25 £14.26 £14.25
Median hourly rate £19.53 £23.24 £18.50
Median % change year-on-year -15.95% +25.59% +5.74%
75th Percentile £41.51 £45.91 £33.75
90th Percentile £60.00 £60.00 £50.05
UK median hourly rate £20.00 £24.50 £18.70
% change year-on-year -18.37% +31.02% +7.36%

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 25 January 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
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 25 January 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 +41 623 £600 +20.00% 104
North of England -24 87 £535 +5.68% 28
Yorkshire -1 64 £550 +4.76% 11
South East -26 64 £506 -1.22% 39
Midlands -47 30 £500 +36.05% 15
West Midlands -38 20 £550 +46.67% 12
North West -58 20 £540 +8.00% 16
South West -51 12 £475 -9.52% 8
East Midlands -31 9 £500 +36.05% 3
North East -2 3 £525 -17.97% 1
East of England -38 3 - - 8
Databricks
UK

For the 6 months to 25 January 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.

1 780 (87.44%) Azure
2 415 (46.52%) SQL
3 387 (43.39%) Data Lake
4 376 (42.15%) Python
5 362 (40.58%) Azure Data Factory
6 333 (37.33%) Analytics
7 315 (35.31%) DevOps
8 288 (32.29%) Agile Software Development
9 281 (31.50%) Microsoft
10 257 (28.81%) Business Intelligence
11 240 (26.91%) Power Platform
12 234 (26.23%) Power BI
13 227 (25.45%) Data Modelling
14 225 (25.22%) CI/CD
15 215 (24.10%) Azure Synapse Analytics
16 205 (22.98%) Data Warehouse
17 191 (21.41%) Big Data
18 187 (20.96%) ETL
19 185 (20.74%) Social Skills
20 178 (19.96%) Apache Spark
21 161 (18.05%) Data Pipeline
22 150 (16.82%) SQL Server
23 144 (16.14%) AWS
24 132 (14.80%) Finance
25 127 (14.24%) Kafka
26 126 (14.13%) Azure SQL Database
26 126 (14.13%) PowerShell
27 123 (13.79%) Migration
28 117 (13.12%) C#
28 117 (13.12%) PySpark

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
1 178 (19.96%) Apache Spark
2 52 (5.83%) Apache Airflow
3 48 (5.38%) Apache
4 16 (1.79%) Luigi
5 13 (1.46%) SharePoint
6 12 (1.35%) Confluence
7 11 (1.23%) SAS
8 7 (0.78%) Jupyter
9 4 (0.45%) BizTalk Server
10 3 (0.34%) Elasticsearch
11 2 (0.22%) Apache Synapse
12 1 (0.11%) Oracle SOA Suite
12 1 (0.11%) Tornado
Applications
1 20 (2.24%) Microsoft Excel
2 5 (0.56%) Microsoft PowerPoint
3 3 (0.34%) Microsoft Office
3 3 (0.34%) MS Visio
4 2 (0.22%) SPSS
Business Applications
1 6 (0.67%) SAP Oil and Gas
2 4 (0.45%) SAP S/4HANA
3 2 (0.22%) Dynamics CRM
3 2 (0.22%) Salesforce.com CRM
4 1 (0.11%) SAP CRM
Cloud Services
1 780 (87.44%) Azure
2 362 (40.58%) Azure Data Factory
3 240 (26.91%) Power Platform
4 215 (24.10%) Azure Synapse Analytics
5 144 (16.14%) AWS
6 111 (12.44%) Serverless
7 96 (10.76%) Azure Cosmos DB
8 87 (9.75%) Azure Functions
8 87 (9.75%) PaaS
9 65 (7.29%) GitHub
10 53 (5.94%) IaaS
11 50 (5.61%) Azure Logic Apps
12 46 (5.16%) AWS CloudFormation
13 45 (5.04%) Azure Storage
14 41 (4.60%) Azure Monitor
15 37 (4.15%) Amazon S3
16 35 (3.92%) Snowflake
17 34 (3.81%) Azure Key Vault
18 25 (2.80%) AWS Lambda
19 24 (2.69%) Azure Active Directory
Communications & Networking
1 12 (1.35%) FTP
2 5 (0.56%) IPFS
3 3 (0.34%) AMQP
3 3 (0.34%) Cisco IPT
4 2 (0.22%) Firewall
4 2 (0.22%) Internet
4 2 (0.22%) Network Security
4 2 (0.22%) VPN
5 1 (0.11%) DNS
5 1 (0.11%) WAN
Database & Business Intelligence
1 387 (43.39%) Data Lake
2 234 (26.23%) Power BI
3 205 (22.98%) Data Warehouse
4 191 (21.41%) Big Data
5 150 (16.82%) SQL Server
6 126 (14.13%) Azure SQL Database
7 60 (6.73%) Hadoop
8 57 (6.39%) Delta Lake
9 53 (5.94%) Tableau
10 52 (5.83%) NoSQL
11 49 (5.49%) SQL Server Integration Services
12 46 (5.16%) Azure SQL Data Warehouse
13 43 (4.82%) Relational Database
14 39 (4.37%) Microsoft Analysis Services
15 37 (4.15%) Metadata
15 37 (4.15%) PostgreSQL
16 35 (3.92%) SQL Server Analysis Services
17 27 (3.03%) Parquet
18 25 (2.80%) MongoDB
19 24 (2.69%) SQL Server Reporting Services
Development Applications
1 89 (9.98%) Git (software)
2 69 (7.74%) Jenkins
3 51 (5.72%) Maven
4 50 (5.61%) TeamCity
5 49 (5.49%) Gradle
6 36 (4.04%) JIRA
7 32 (3.59%) PowerDesigner
8 17 (1.91%) GitLab
9 14 (1.57%) Visual Studio Team System
10 11 (1.23%) RStudio
10 11 (1.23%) Subversion
10 11 (1.23%) Visual Studio
11 10 (1.12%) ER Studio
12 9 (1.01%) ERwin
12 9 (1.01%) kappa
13 7 (0.78%) Cucumber
13 7 (0.78%) MLflow
14 5 (0.56%) Atlassian Bamboo
14 5 (0.56%) FitNesse
14 5 (0.56%) Gerrit
General
1 185 (20.74%) Social Skills
2 132 (14.80%) Finance
3 93 (10.43%) Banking
4 78 (8.74%) Analytical Skills
5 72 (8.07%) Investment Banking
6 39 (4.37%) Presentation Skills
7 31 (3.48%) Legal
8 29 (3.25%) Marketing
9 26 (2.91%) Financial Institution
9 26 (2.91%) Public Sector
10 23 (2.58%) Retail
11 14 (1.57%) Documentation Skills
11 14 (1.57%) Influencing Skills
11 14 (1.57%) Telecoms
12 11 (1.23%) Manufacturing
12 11 (1.23%) Publishing
13 10 (1.12%) Electronics
14 9 (1.01%) Front Office
14 9 (1.01%) Law
15 6 (0.67%) Pharmaceutical
Job Titles
1 345 (38.68%) Data Engineer
2 186 (20.85%) Azure Engineer
3 179 (20.07%) Architect
4 113 (12.67%) Solutions Architect
5 92 (10.31%) Data Architect
6 91 (10.20%) Developer
7 78 (8.74%) Azure Architect
8 55 (6.17%) Cloud Architect
9 53 (5.94%) Senior Data Engineer
10 42 (4.71%) Analyst
10 42 (4.71%) DevOps Engineer
11 40 (4.48%) Cloud Solutions Architect
12 34 (3.81%) Azure Developer
13 32 (3.59%) Cloud Engineer
13 32 (3.59%) Python Engineer
14 28 (3.14%) Data Analyst
14 28 (3.14%) Data Scientist
15 27 (3.03%) Azure DevOps Engineer
16 21 (2.35%) Business Analyst
16 21 (2.35%) Technical Leader
Libraries, Frameworks & Software Standards
1 127 (14.24%) Kafka
2 117 (13.12%) PySpark
3 69 (7.74%) .NET
4 44 (4.93%) JSON
5 36 (4.04%) ARM Templates
6 28 (3.14%) RESTful
7 25 (2.80%) Spark Streaming
8 24 (2.69%) REST
9 18 (2.02%) XML
10 17 (1.91%) Web Services
11 16 (1.79%) Pandas
12 15 (1.68%) TensorFlow
13 13 (1.46%) .NET Framework
14 11 (1.23%) .NET Core
14 11 (1.23%) NumPy
14 11 (1.23%) OpenID
15 10 (1.12%) ASP.NET
15 10 (1.12%) ASP.NET Web API
15 10 (1.12%) Keras
15 10 (1.12%) Spring
Miscellaneous
1 43 (4.82%) Public Cloud
2 24 (2.69%) Hedge funds
3 18 (2.02%) Cloud Native
3 18 (2.02%) NHS
4 16 (1.79%) Data Protection Act
5 15 (1.68%) Data Structures
6 14 (1.57%) Greenfield Project
6 14 (1.57%) User Experience
7 13 (1.46%) Algorithms
7 13 (1.46%) Virtual Team
8 11 (1.23%) Legacy Systems
8 11 (1.23%) Linux Command Line
9 9 (1.01%) Enterprise Software
9 9 (1.01%) Management Information System
9 9 (1.01%) Renewable Energy
10 7 (0.78%) Enterprise Cloud
10 7 (0.78%) Replication
11 6 (0.67%) Data Fabric
12 5 (0.56%) Reinsurance
13 4 (0.45%) Data Centre
Operating Systems
1 42 (4.71%) Windows
2 15 (1.68%) Linux
3 11 (1.23%) Unix
4 6 (0.67%) Red Hat Enterprise Linux
5 5 (0.56%) VMS
6 1 (0.11%) Windows Server
Processes & Methodologies
1 333 (37.33%) Analytics
2 315 (35.31%) DevOps
3 288 (32.29%) Agile Software Development
4 257 (28.81%) Business Intelligence
5 227 (25.45%) Data Modelling
6 225 (25.22%) CI/CD
7 187 (20.96%) ETL
8 161 (18.05%) Data Pipeline
9 123 (13.79%) Migration
10 114 (12.78%) Data Engineering
11 108 (12.11%) Data Science
11 108 (12.11%) Scrum
12 100 (11.21%) Data Analytics
13 81 (9.08%) Infrastructure as Code
14 80 (8.97%) Machine Learning
15 76 (8.52%) Visualisation
16 69 (7.74%) Stakeholder Management
17 67 (7.51%) Open Source
18 60 (6.73%) Data Analysis
18 60 (6.73%) Problem-Solving
Programming Languages
1 415 (46.52%) SQL
2 376 (42.15%) Python
3 126 (14.13%) PowerShell
4 117 (13.12%) C#
5 100 (11.21%) Scala
6 95 (10.65%) Java
7 52 (5.83%) R
8 49 (5.49%) Bash
9 48 (5.38%) JavaScript
10 36 (4.04%) T-SQL
11 23 (2.58%) Data Analysis Expressions (DAX)
12 18 (2.02%) PL/SQL
13 11 (1.23%) Shell Script
14 9 (1.01%) C
15 4 (0.45%) C++
16 3 (0.34%) COBOL
17 2 (0.22%) ANSI SQL
17 2 (0.22%) Groovy
17 2 (0.22%) U-SQL
18 1 (0.11%) LookML
Qualifications
1 58 (6.50%) Degree
2 24 (2.69%) Security Cleared
3 17 (1.91%) SC Cleared
4 15 (1.68%) Computer Science Degree
4 15 (1.68%) Numerate Degree
5 14 (1.57%) Master's Degree
6 7 (0.78%) BPSS Clearance
7 6 (0.67%) Microsoft Certification
8 3 (0.34%) (ISC)2 CCSP
8 3 (0.34%) Cisco Certification
8 3 (0.34%) CISSP
8 3 (0.34%) FFIEC
9 2 (0.22%) AWS Certification
9 2 (0.22%) CTC Cleared
9 2 (0.22%) PMI Certification
9 2 (0.22%) PMP
10 1 (0.11%) BC Cleared
10 1 (0.11%) ISEB
10 1 (0.11%) TOGAF Certification
Quality Assurance & Compliance
1 62 (6.95%) Data Quality
2 41 (4.60%) GDPR
3 27 (3.03%) QA
4 13 (1.46%) SLA
5 5 (0.56%) Sarbanes-Oxley
6 3 (0.34%) GLBA
6 3 (0.34%) NIST
6 3 (0.34%) PCI DSS
7 2 (0.22%) IFRS
7 2 (0.22%) PMO
7 2 (0.22%) SNOMED CT
8 1 (0.11%) Disclosure Scotland
8 1 (0.11%) Solvency II
System Software
1 101 (11.32%) Docker
2 17 (1.91%) Virtual Machines
3 11 (1.23%) Active Directory
4 10 (1.12%) HDFS
5 3 (0.34%) Apache Flume
5 3 (0.34%) Virtual Desktop
Systems Management
1 115 (12.89%) Kubernetes
2 100 (11.21%) Terraform
3 16 (1.79%) Ansible
4 6 (0.67%) Puppet
5 4 (0.45%) Oozie
6 2 (0.22%) Active Directory Federation Services
6 2 (0.22%) Grafana
6 2 (0.22%) Istio
6 2 (0.22%) Prometheus
7 1 (0.11%) Control-M
7 1 (0.11%) Single Sign-On
Vendors
1 281 (31.50%) Microsoft
2 58 (6.50%) SAP
3 40 (4.48%) Salesforce.com
4 32 (3.59%) BiZZdesign
5 26 (2.91%) Oracle
6 21 (2.35%) MuleSoft
7 20 (2.24%) Informatica
8 17 (1.91%) IBM
9 15 (1.68%) Alteryx
10 10 (1.12%) Google
11 9 (1.01%) Brio
12 8 (0.90%) Cloudera
13 7 (0.78%) StreamSets
14 6 (0.67%) Talend
15 5 (0.56%) Hortonworks
15 5 (0.56%) Teradata
15 5 (0.56%) Workday
16 3 (0.34%) Atlassian
16 3 (0.34%) Foundry
16 3 (0.34%) Palantir