The build phase is ending. The staffing plan has to change.
Many banks, insurers, credit unions, lenders and finance functions inside mid-sized companies have spent the past few years replacing old systems, meeting new reporting rules and cleaning up data. That work bought them a foundation. It also created a hiring problem: the people who were right for the build are not always the people you need to run what you built.
If you run a finance or operations team, here is where we see the hiring decisions shifting.
1. Hire for data quality before you hire for AI
Most employers want someone to "do AI". The honest question is whether your data is fit to use. Fraud rules, forecasting models and automated reconciliations only work when the inputs are consistent.
Before you open an AI or data science requisition, check whether you need one of these first:
- A data analyst who can document and fix source data
- A systems accountant or finance systems analyst who owns the chart of accounts and mappings
- A data governance lead, even part-time or on contract
A strong modeller sitting on messy data will spend 70% of the first year cleaning it. Plan for that cost or hire for it directly.
2. Automation changes the job, not just the headcount
When payment matching, reconciliations, routine approvals and first-pass compliance checks are automated, the clerical work shrinks. The review work grows. Someone has to look at the exceptions, decide, and explain the decision.
That shifts what you screen for:
- Judgment on exceptions, not speed on volume
- Comfort reading system output and questioning it
- Clear written explanations a regulator or auditor can follow
A junior role that was 80% data entry may now need a person with 2 to 3 years of experience. Pay and title should follow the change, or you will hire at the old level and lose the person in a year.
3. Resilience and cyber are now line-management problems
Boards ask how fast the business recovers, not only whether it is protected. That pulls operations, finance and risk people into the conversation. Controllers and operations managers are being asked about vendor concentration, continuity plans and what happens when a key supplier or processor goes down.
When you hire in these areas, look for people who have lived through an actual incident, a failed system cutover or an audit finding. Experience recovering from a problem is worth more than a certification.
4. Regulatory work is spread across more people
Canadian employers deal with federal and provincial requirements. US employers deal with federal and state ones. Companies operating in both have to keep one standard and adjust for local rules.
That favours a few specific profiles:
- Compliance and risk analysts who can interpret a rule, not just run a checklist
- Finance managers who can run consistent controls across two jurisdictions
- Contract specialists for short-term regulatory projects, so you do not carry the cost permanently
5. Cost pressure is a redesign job, and it needs the right people
Cutting line items is quick. Redesigning how work gets done takes more than a year, and it needs people who understand both the process and the system. Process improvement analysts, business analysts and finance operations managers are in short supply for exactly this reason.
A practical split many employers use:
| Work | Best fit |
|---|---|
| Ongoing run and control | Permanent hire |
| Data cleanup, migration, remediation | Contract |
| Process redesign with a defined end | Contract or contract-to-hire |
Using contract talent for the project phases keeps permanent headcount tied to the work that stays.
6. Old systems cost you people
Good finance, data and technology staff do not like working around tools that fail. Manual workarounds, spreadsheets holding up the close and systems nobody can support show up in exit interviews. If you are losing capable people to employers with better tools, a modernization budget is partly a retention budget.
Ask your last 3 leavers what slowed them down. The answers often point to the same process.
7. Pay for the skill mix you actually need
People who combine finance knowledge with data, systems or automation skills are scarce in both countries. They also tend to be underpaid relative to specialists in either field alone, which makes them easy to recruit away. Benchmark these roles against the market this quarter, not against last year's salary bands.
What to do next
List your 5 most important finance and operations roles. For each, write down what is being automated, what judgment remains, and whether the work is permanent or project-based. That list becomes your hiring plan, and it will show you where a permanent hire makes sense and where contract talent fits better.
A Traverse recruiter can help you scope those roles and find people who have done this work in finance, operations, contract and data settings across Canada and the US.