Period
to

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 19 August 2022 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > North Yorkshire
6 months to
19 Aug 2022
Same period 2021 Same period 2020
Rank 52 29 63
Rank change year-on-year -23 +34 +53
Permanent jobs citing Analytics 36 50 3
As % of all permanent jobs advertised in North Yorkshire 4.04% 6.77% 0.56%
As % of the Processes & Methodologies category 4.25% 7.25% 0.60%
Number of salaries quoted 30 22 1
10th Percentile £50,000 £37,500 -
25th Percentile £57,813 £39,563 £30,250
Median annual salary (50th Percentile) £77,500 £45,000 £33,500
Median % change year-on-year +72.22% +34.33% -25.56%
75th Percentile £117,500 £49,688 £36,750
90th Percentile £121,250 £66,750 -
Yorkshire median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +11.11%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in North Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
North Yorkshire
Permanent vacancies with a requirement for process or methodology skills 848 690 500
As % of all permanent IT jobs advertised in North Yorkshire 95.28% 93.37% 93.28%
Number of salaries quoted 534 533 452
10th Percentile £28,189 £27,500 £27,500
25th Percentile £33,750 £36,250 £36,250
Median annual salary (50th Percentile) £49,250 £45,000 £42,500
Median % change year-on-year +9.44% +5.88% +6.25%
75th Percentile £62,500 £55,000 £52,500
90th Percentile £75,000 £70,000 £59,875
Yorkshire median annual salary £52,500 £47,500 £46,500
% change year-on-year +10.53% +2.15% +9.41%

Analytics
Job Vacancy Trend in North Yorkshire

Job postings citing Analytics as a proportion of all IT jobs advertised in North Yorkshire.

Job vacancy trend for Analytics in North Yorkshire

Analytics
Salary Trend in North Yorkshire

3-month moving average salary quoted in jobs citing Analytics in North Yorkshire.

Salary trend for Analytics in North Yorkshire

Analytics
Salary Histogram in North Yorkshire

Salary distribution for jobs citing Analytics in North Yorkshire over the 6 months to 19 August 2022.

Salary histogram for Analytics in North Yorkshire

Analytics
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the North Yorkshire region over the 6 months to 19 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
York -17 20 £115,000 +170.59% 1
Skipton +1 2 £51,250 -14.58%
Middlesbrough -8 1 £65,000 +36.84% 1
Harrogate -17 1 £60,000 +140.00%
Analytics
Yorkshire

For the 6 months to 19 August 2022, IT jobs citing Analytics 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 North Yorkshire region with a requirement for Analytics.

1 32 (88.89%) SQL
2 25 (69.44%) Azure
3 23 (63.89%) Microsoft
4 22 (61.11%) DevOps
5 21 (58.33%) Tableau
6 19 (52.78%) T-SQL
6 19 (52.78%) Data Pipeline
7 18 (50.00%) ETL
7 18 (50.00%) Business Intelligence
7 18 (50.00%) SQL Server Integration Services
8 16 (44.44%) PaaS
8 16 (44.44%) Analytical Skills
8 16 (44.44%) Power BI
8 16 (44.44%) Power Platform
9 15 (41.67%) SaaS
9 15 (41.67%) Data Warehouse
10 14 (38.89%) Data Management
10 14 (38.89%) Matillion
10 14 (38.89%) Snowflake
11 13 (36.11%) Data Lineage
11 13 (36.11%) Azure Synapse Analytics
11 13 (36.11%) Azure Storage
11 13 (36.11%) Data Lake
11 13 (36.11%) Anomaly Detection
11 13 (36.11%) Validation
11 13 (36.11%) OLTP
11 13 (36.11%) Informatica
11 13 (36.11%) Apache
11 13 (36.11%) OLAP
11 13 (36.11%) Kimball Methodology

Analytics
Co-occurring IT Skills in North Yorkshire 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 13 (36.11%) Apache
2 1 (2.78%) SharePoint
Applications
1 10 (27.78%) Microsoft Excel
2 1 (2.78%) Microsoft PowerPoint
2 1 (2.78%) MS Visio
Cloud Services
1 25 (69.44%) Azure
2 16 (44.44%) PaaS
2 16 (44.44%) Power Platform
3 15 (41.67%) SaaS
4 14 (38.89%) Matillion
4 14 (38.89%) Snowflake
5 13 (36.11%) Azure Storage
5 13 (36.11%) Azure Synapse Analytics
6 7 (19.44%) AWS
7 5 (13.89%) GCP
7 5 (13.89%) Serverless
8 3 (8.33%) GitHub
8 3 (8.33%) Microsoft 365
9 2 (5.56%) IaaS
9 2 (5.56%) OpenShift
10 1 (2.78%) Azure DevOps
10 1 (2.78%) Azure ExpressRoute
10 1 (2.78%) Azure Sentinel
10 1 (2.78%) Google Analytics
10 1 (2.78%) SuccessFactors
Communications & Networking
1 4 (11.11%) Firewall
2 3 (8.33%) BGP
2 3 (8.33%) MPLS
2 3 (8.33%) OSPF
2 3 (8.33%) SD-WAN
2 3 (8.33%) TCP/IP
2 3 (8.33%) WAN
2 3 (8.33%) Wireless
3 2 (5.56%) AMQP
4 1 (2.78%) DNS
4 1 (2.78%) VPN
Database & Business Intelligence
1 21 (58.33%) Tableau
2 18 (50.00%) SQL Server Integration Services
3 16 (44.44%) Power BI
4 15 (41.67%) Data Warehouse
5 13 (36.11%) Data Lake
5 13 (36.11%) OLAP
5 13 (36.11%) OLTP
6 6 (16.67%) Big Data
7 5 (13.89%) SQL Server
7 5 (13.89%) SQL Server Reporting Services
8 4 (11.11%) MS Access
9 2 (5.56%) NoSQL
10 1 (2.78%) Power Query
10 1 (2.78%) Spatial Data
10 1 (2.78%) SQL Server Analysis Services
Development Applications
1 4 (11.11%) Visual Studio
2 2 (5.56%) Git (software)
2 2 (5.56%) Jenkins
General
1 16 (44.44%) Analytical Skills
2 6 (16.67%) Automotive
3 5 (13.89%) Legal
4 4 (11.11%) Social Skills
5 2 (5.56%) Finance
5 2 (5.56%) Presentation Skills
6 1 (2.78%) Marketing
6 1 (2.78%) Organisational Skills
6 1 (2.78%) Retail
Job Titles
1 14 (38.89%) Data Engineer
2 5 (13.89%) Lead Software Engineer
3 4 (11.11%) Data Manager
4 3 (8.33%) DevOps Engineer
4 3 (8.33%) Support Manager
4 3 (8.33%) Technical Manager
4 3 (8.33%) Technical Support
4 3 (8.33%) Technical Support Manager
5 2 (5.56%) Automation Engineer
5 2 (5.56%) Developer
5 2 (5.56%) DevOps Automation Engineer
5 2 (5.56%) Machine Learning Engineer
5 2 (5.56%) Senior Automation Engineer
5 2 (5.56%) Senior DevOps
5 2 (5.56%) Senior DevOps Engineer
6 1 (2.78%) Analyst
6 1 (2.78%) Azure DevOps Engineer
6 1 (2.78%) Business Intelligence Developer
6 1 (2.78%) Insight Analyst
6 1 (2.78%) Lead Developer
Libraries, Frameworks & Software Standards
1 5 (13.89%) XML
2 4 (11.11%) HTML
3 3 (8.33%) .NET
3 3 (8.33%) REST
4 2 (5.56%) .NET Core
4 2 (5.56%) .NET Framework
4 2 (5.56%) Kafka
4 2 (5.56%) Spring
4 2 (5.56%) Spring Boot
5 1 (2.78%) ARM Templates
5 1 (2.78%) JSON
5 1 (2.78%) YAML
Miscellaneous
1 4 (11.11%) Public Cloud
2 3 (8.33%) Cloud Native
2 3 (8.33%) Clustering
2 3 (8.33%) Enterprise Software
2 3 (8.33%) Management Information System
3 2 (5.56%) Algorithms
3 2 (5.56%) Private Cloud
3 2 (5.56%) User Experience
4 1 (2.78%) Data Structures
4 1 (2.78%) Linux Command Line
Operating Systems
1 2 (5.56%) Linux
2 1 (2.78%) Windows
Processes & Methodologies
1 22 (61.11%) DevOps
2 19 (52.78%) Data Pipeline
3 18 (50.00%) Business Intelligence
3 18 (50.00%) ETL
4 14 (38.89%) Data Management
5 13 (36.11%) Anomaly Detection
5 13 (36.11%) Data Cleansing
5 13 (36.11%) Data Lineage
5 13 (36.11%) Inmon Methodology
5 13 (36.11%) Kimball Methodology
5 13 (36.11%) Validation
6 11 (30.56%) Agile
6 11 (30.56%) Visualisation
7 10 (27.78%) Data Analytics
8 8 (22.22%) Data Analysis
8 8 (22.22%) Machine Learning
9 7 (19.44%) Data Modelling
10 6 (16.67%) Data Architecture
10 6 (16.67%) Data Governance
10 6 (16.67%) Scrum
Programming Languages
1 32 (88.89%) SQL
2 19 (52.78%) T-SQL
3 8 (22.22%) Python
4 6 (16.67%) JavaScript
5 5 (13.89%) MATLAB
6 4 (11.11%) PL/SQL
6 4 (11.11%) PowerShell
6 4 (11.11%) VBA
7 3 (8.33%) C
8 2 (5.56%) C++
8 2 (5.56%) Java
8 2 (5.56%) R
9 1 (2.78%) C#
Qualifications
1 1 (2.78%) Degree
1 1 (2.78%) Master's Degree
1 1 (2.78%) PhD
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
2 1 (2.78%) GDPR
System Software
1 4 (11.11%) Active Directory
1 4 (11.11%) Docker
2 3 (8.33%) Hyper-V
Systems Management
1 6 (16.67%) Kubernetes
2 3 (8.33%) Failover Clustering
2 3 (8.33%) FortiGate
2 3 (8.33%) Microsoft Intune
2 3 (8.33%) WSUS
3 2 (5.56%) Puppet
3 2 (5.56%) Terraform
4 1 (2.78%) Ansible
4 1 (2.78%) Opscode Chef
Vendors
1 23 (63.89%) Microsoft
2 13 (36.11%) Informatica
3 6 (16.67%) Google
3 6 (16.67%) Oracle
4 3 (8.33%) Draytek
4 3 (8.33%) Ubiquiti
4 3 (8.33%) VMware
5 1 (2.78%) Barracuda Networks
5 1 (2.78%) Dataiku
5 1 (2.78%) Palo Alto
5 1 (2.78%) SAP
5 1 (2.78%) Veeam