Data Analysis Expressions Job Trends in Watford

Microsoft Data Analysis Expressions (DAX)
Hertfordshire > Watford

The table below provides summary statistics and salary benchmarking for jobs advertised in Watford requiring Data Analysis Expressions skills. It covers permanent job vacancies from the 6 months leading up to 30 March 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Mar 2026
Same period 2025 Same period 2024
Rank 32 - 35
Rank change year-on-year - - -
Permanent jobs citing Data Analysis Expressions 2 0 5
As % of all permanent jobs in Watford 0.71% - 1.91%
As % of the Programming Languages category 5.26% - 5.56%
Number of salaries quoted 1 0 5
10th Percentile - - -
25th Percentile £70,000 - £41,500
Median annual salary (50th Percentile) £75,000 - £43,000
75th Percentile £80,000 - £44,500
90th Percentile - - -
Hertfordshire median annual salary £75,000 £42,500 £43,000
% change year-on-year +76.47% -1.16% -25.22%

All Programming Languages
Watford

Data Analysis Expressions falls under the Programming Languages category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring coding skills in Watford.

Permanent vacancies with a requirement for coding skills 38 48 90
As % of all permanent jobs advertised in Watford 13.43% 28.57% 34.35%
Number of salaries quoted 34 35 77
10th Percentile £25,250 £31,250 £28,925
25th Percentile £29,467 £43,750 £41,125
Median annual salary (50th Percentile) £43,000 £62,500 £50,000
Median % change year-on-year -31.20% +25.00% -28.57%
75th Percentile £58,750 £75,000 £63,750
90th Percentile £82,625 £78,750 £80,250
Hertfordshire median annual salary £57,500 £62,500 £55,000
% change year-on-year -8.00% +13.64% -8.33%

Data Analysis Expressions
Job Vacancy Trend in Watford

Historical trend showing the proportion of permanent IT job postings citing Data Analysis Expressions relative to all permanent IT jobs advertised in Watford.

Data Analysis Expressions job vacancy trend in Watford

Data Analysis Expressions
Salary Trend in Watford

Salary distribution trend for jobs in Watford citing Data Analysis Expressions.

Salary distribution trend for jobs in Watford citing Data Analysis Expressions

Data Analysis Expressions
Co-Occurring Skills & Capabilities in Watford by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (50.00%) Apache
1 1 (50.00%) Apache Airflow
1 1 (50.00%) Apache Spark
1 1 (50.00%) SharePoint
Applications
1 1 (50.00%) Microsoft Excel
Cloud Services
1 2 (100.00%) Power Platform
2 1 (50.00%) Amazon CloudWatch
2 1 (50.00%) Amazon EMR
2 1 (50.00%) Amazon S3
2 1 (50.00%) AWS
2 1 (50.00%) AWS CloudFormation
2 1 (50.00%) AWS Lambda
2 1 (50.00%) Datadog
2 1 (50.00%) GitHub
2 1 (50.00%) GitHub Actions
2 1 (50.00%) Power Automate
2 1 (50.00%) PowerApps
2 1 (50.00%) Serverless
Database & Business Intelligence
1 2 (100.00%) Power BI
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Big Data
2 1 (50.00%) Electronic Patient Records
Development Applications
1 1 (50.00%) Jenkins
1 1 (50.00%) JIRA
General
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Finance
1 1 (50.00%) Games
1 1 (50.00%) Social Skills
Job Titles
1 1 (50.00%) Data Engineer
1 1 (50.00%) DevOps Engineer
1 1 (50.00%) Project Engineer
1 1 (50.00%) Senior
Miscellaneous
1 1 (50.00%) Cloud Native
1 1 (50.00%) Self-Motivation
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Business Intelligence
1 2 (100.00%) Data Modelling
1 2 (100.00%) Decision-Making
2 1 (50.00%) Agile
2 1 (50.00%) Change Management
2 1 (50.00%) CI/CD
2 1 (50.00%) Containerisation
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data-Driven Decision Making
2 1 (50.00%) DevOps
2 1 (50.00%) Digital Strategy
2 1 (50.00%) ETL
2 1 (50.00%) Mathematics
2 1 (50.00%) Observability
2 1 (50.00%) Performance Analysis
2 1 (50.00%) Proactive Monitoring
2 1 (50.00%) Problem-Solving
2 1 (50.00%) Statistical Analysis
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
2 1 (50.00%) R
Qualifications
1 2 (100.00%) Degree
2 1 (50.00%) AWS Certification
2 1 (50.00%) AWS Certified DevOps Engineer
2 1 (50.00%) AWS Certified Solutions Architect
2 1 (50.00%) Computer Science Degree
2 1 (50.00%) Master's Degree
2 1 (50.00%) Numerate Degree
System Software
1 1 (50.00%) Docker
Systems Management
1 1 (50.00%) Grafana
1 1 (50.00%) Kubernetes
1 1 (50.00%) Terraform
Vendors
1 1 (50.00%) Microsoft