Nadia Haddad
Berlin · nadia.haddad@example.com
4 November 2026
Mr Stefan Brandt
Head of Financial Planning
Kaiserhafen Freight
Subject: Application for Financial Analyst, Planning
Dear Mr Brandt,
Under 3% has been the gap between my forecast and the actual result for four quarters running, down from 8% before I replaced a manual spreadsheet link with a refreshed data model. I am applying for the Financial Analyst, Planning role at Kaiserhafen Freight, where the monthly forecast is the heart of the job.
At Spree Logistics I build the monthly forecast for three business units with a combined budget of €42 million, and the finance director reviews it. Each month I prepare the variance pack and take budget holders through the five largest differences in plain words. I also review pricing proposals for about 30 large customers a year and flag any below the target margin; six were repriced last year, recovering about 1.5 points of margin on those accounts.
Kaiserhafen Freight's move from spreadsheet reporting to SAP and Power BI is the project I would most like to join. I have done smaller versions of it twice: as a junior analyst I automated the cost allocation report in Excel and SQL, saving two days at each month end, and later I built the data model that brought my forecast error down. I already report from SAP and build in Power BI, and I have worked in logistics finance since 2020, so improving models and reports with Excel and SQL for a freight business is the work I would choose.
The rebuilt forecast model can come to an interview with the figures taken out, so you can see how the data refresh replaced the manual link. On which working day does your forecast lock at present?
Kind regards,
Nadia Haddad