Database & Business Intelligence Statistics in Scotland

Results 1 - 49 of 49
Permanent Job Market Index
DescriptionSort by demand rank 6 months to 8 Sep 2026Rank
6 Months to
Rank
YoY Change
Median
Salary
Median Salary
YoY Change
Historical
Absolute & Relative
Jobs Vacancies
Live
Jobs
Power BI80Up 5 places+5£67,500+39.17%65 1.71%99
Tableau98Up 6 places+6£95,000+65.21%45 1.18%27
SQL Server107Down -44 places-44£65,000+36.84%35 0.92%31
Azure SQL Database117Up 22 places+22£47,500-4.04%25 0.66%3
PostgreSQL125Down -10 places-10£65,000-3.70%17 0.45%38
Metadata128Up 8 places+8£70,000+32.07%14 0.37%36
Data Lake128Up 9 places+9£75,000+11.52%14 0.37%52
Data Warehouse128Down -11 places-11£70,000+64.70%14 0.37%37
MongoDB129Down -15 places-15£55,000-4.34%13 0.34%23
SQL Server Analysis Services131New entry-£45,000-11 0.29%1
MySQL131Up 1 place+1£49,750-33.66%11 0.29%11
Electronic Patient Records133Up 5 places+5£85,000-9 0.24%6
Geospatial Data133Up 8 places+8£65,000-9 0.24%5
Relational Database134Down -24 places-24£27,250-51.33%8 0.21%42
Amazon RDS135Up 1 place+1£115,000+54.36%7 0.18%16
SQL Server Reporting Services136Down -4 places-4£62,500+34.40%6 0.16%8
BigQuery137Up 3 places+3£52,500-44.52%5 0.13%11
NoSQL137Down -35 places-35£91,250+21.66%5 0.13%49
Delta Lake138New entry-£85,000-4 0.11%10
Redis138Up 3 places+3£100,000-4 0.11%20
Big Data138Down -25 places-25£50,000-28.57%4 0.11%37
Oracle Database139Down -6 places-6--3 0.079%3
DuckDB139New entry-£65,000-3 0.079%
Parquet139Down -2 places-2£65,000-3 0.079%3
Data Mining139Up 1 place+1£40,000-3 0.079%7
SAP BW140Down -2 places-2--2 0.053%5
Amazon Redshift140Down -7 places-7£55,000-2 0.053%6
Data Vault140New entry-£102,500-2 0.053%
GIS140Up 1 place+1£59,750-2 0.053%12
SQL Server Integration Services140Down -4 places-4£43,335+2.56%2 0.053%6
Spatial Data140New entry---2 0.053%3
Enterprise Data Warehouse140New entry---2 0.053%1
Pinecone140New entry-£125,000-2 0.053%7
Amazon Aurora140Up 1 place+1--2 0.053%5
Neo4j140Up 1 place+1£125,000-2 0.053%3
Oracle Reports140Down -2 places-2£62,500+21.95%2 0.053%1
DynamoDB140Down -5 places-5--2 0.053%4
RDBMS140Down -8 places-8£43,335-41.24%2 0.053%4
BusinessObjects140No change0--2 0.053%1
Oracle BI Publisher141Down -6 places-6£62,500+25.00%1 0.026%2
Looker141New entry-£95,000-1 0.026%3
InfluxDB141New entry-£72,500-1 0.026%6
Spark SQL141New entry---1 0.026%1
Oracle Exadata141New entry-£40,800-1 0.026%1
Apache Iceberg141Down -8 places-8--1 0.026%7
Oracle Database 11g141New entry---1 0.026%
Semantic Layer141New entry---1 0.026%8
MariaDB141New entry---1 0.026%
Oracle Database 10g141New entry---1 0.026%