Pricing professionals are the analytical powerhouse behind the insurance industry. From designing models that optimise risk to driving strategic decisions that shape business performance, their influence is both significant and far-reaching.
But as the industry undergoes rapid digital transformation and the competition for the best roles heats up, how do you ensure your application doesn’t just blend in?
Most professionals understand what a good CV should look like. But in a crowded talent pool, good isn’t enough. To stand out, your CV needs to work harder - showcasing not just your experience, but your impact. It needs to signal, clearly and quickly, that you're not just a capable candidate - but the one to hire.
Whether you're a seasoned pricing actuary or an analyst ready for your next big move, your CV and interview performance are your most powerful assets. In a market embracing AI, automation and advanced analytics, here’s how to rise above the noise and position yourself as a high-impact insurance pricing candidate.
1. Tailor your CV to show value, not just skills
Hiring managers and recruiters don’t just want to know what you can do - they want to know what you have done and the impact it had. Here's how to craft a CV that commands attention:
a. Don’t Just List Tools - Tell a Story
Tools like Excel, SAS, R, Python, SQL and Emblem are essential tools in pricing. But a long list of software means nothing without context. Demonstrate how you’ve applied them in real-world scenarios.
Don’t just say“Proficient in Python and Excel”
Say “Developed a Python-based pricing tool that cut quote delivery time by 30%”
b. Showcase commercial awareness
Pricing professionals who think like business partners stand out. Show you understand the why behind the numbers.
Ask yourself:
Did your model boost profitability or retention?
Did it influence a new product launch?
Did your insights shift the underwriting strategy?
Say “Redesigned risk rating logic, improving the personal motor loss ratio by 12%”
c. Always quantify your achievements
Hiring managers are drawn to measurable outcomes. Numbers speak louder than buzzwords.
Say “Reduced model development cycle by 40%” and “Improved retention by 5% through segmentation-based pricing optimisation”
2. Treat the interview as a strategic business discussion
Being technically proficient is just the baseline. To leave a lasting impression, you need to show how you think - both as an analyst and a business advisor.
a. Prepare for both sides of the role
Expect a blend of technical and behavioural questions. Be ready to discuss:
Your experience building, refining or validating pricing models
How you handle trade-offs between competitiveness and profitability
Collaboration stories across teams (product, underwriting, claims etc)
b. Bring business acumen to life
Anyone can talk through a model. Few can explain how it changed the business.
Say “Identified inefficiencies in our pricing for under-25s, leading to a re-rate that boosted market share in that segment” and “Flagged overfitting in a legacy model that obscured emerging risk trends in our portfolio”
c. Ask smart, forward-looking questions
Questions are your chance to show you're thinking like an insider.
Try questions like:
“How are pricing insights currently used to inform product development?”
“What are the biggest pricing challenges the business is facing this year?”
“Is there openness to machine learning techniques or advanced optimisation models in the pricing process?”
3. Let your soft skills shine
Yes, pricing is technical. But the most impactful professionals bring much more to the table:
Can you explain complex pricing structures to non-technical stakeholders?
Have you influenced decisions across departments or functions?
Are you staying ahead of industry trends like telematics, AI, and climate risk?
These soft skills - communication, curiosity, leadership - often make the difference when hiring decisions are tight.
4. Bonus tips: Go the extra mile
To stand out from the rest, try these high-value extras:
Showcase your work: Build a portfolio to highlight models, dashboards or projects you have worked on
Stay informed: Subscribe to industry updates, follow regulatory shifts and understand emerging risks
Upskill strategically: Short courses in predictive analytics, machine learning or data visualisation can give you an edge.
In insurance pricing, technical skills are, of course, essential - but are they enough on their own? Employers are looking for stand-out pricing professionals who combine their analytical excellence with strategic thinking, business impact and clear communication.
By tailoring your CV to highlight your measurable achievements, preparing to tell the story behind your work in interviews and demonstrating a growth mindset, you'll go beyond ticking boxes, positioning yourself as a standout candidate and future leader in the field.
Want to stand out? Download our essential checklist for insurance pricing professionals.
If you are looking for your next step in your insurance pricing career, get in touch with Stuart Daniel – stuart.daniel@gerrardwhite.com.
