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Mina Mankarious is the Founder & CEO of Olunix, helping AI startups with positioning, growth systems, and founder-led marketing from Toronto.

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From Engineering to Marketing: Why Systems Thinking Matters

February 2, 20267 min read

People always ask me how I ended up in marketing with an engineering background. They treat it like a career change. For me, it's the same career. Just applied differently.

I study Automotive Engineering Technology at McMaster University. I also run a marketing and consulting firm. And honestly, the engineering mindset is the single biggest competitive advantage I have in marketing.

Let me explain why.

Marketing Is a System

Most people think of marketing as a creative discipline. Coming up with clever campaigns, writing catchy copy, designing beautiful visuals. And sure, creativity matters. But at its core, marketing is a system. It has inputs, processes, outputs, and feedback loops, just like any engineering system.

Think about a marketing funnel. Traffic comes in (input). That traffic moves through stages of awareness, consideration, and decision (process). Some percentage converts into customers (output). You measure the results and optimize (feedback loop).

That's not creative work. That's systems engineering.

The best marketers I know don't just have good instincts. They have good frameworks. They understand cause and effect. They can isolate variables, run tests, and iterate based on data. Sound familiar? It should. That's the scientific method. That's engineering.

What Engineering Actually Taught Me

Precision Matters

In engineering, tolerances exist for a reason. A part that's off by a millimeter might not fit. A calculation that's off by one decimal might cause failure.

Marketing has its own version of precision. The difference between a 2% conversion rate and a 4% conversion rate might not sound like much, but it could mean doubling your revenue without spending an extra dollar on traffic. The precise word choice in a headline. The exact placement of a call-to-action. The specific audience targeting in an ad campaign.

Small differences compound into massive outcomes. Engineering taught me to care about the details that most marketers gloss over.

Systems Thinking Changes Everything

Engineering doesn't teach you to solve isolated problems. It teaches you to understand how parts of a system interact. When you change one component, what happens to the rest?

In marketing, this is critical. Your ad copy affects your click-through rate, which affects your cost per click, which affects your customer acquisition cost, which affects your profitability. It's all connected. If you optimize one piece without understanding the system, you might improve one metric while destroying another.

The marketers who build sustainable growth engines aren't the ones with the best creative ideas. They're the ones who understand the entire system and optimize it holistically.

The Concept of Quality Control

Engineering has rigorous quality standards. You test. You measure. You validate. You don't ship something that hasn't been stress-tested.

Most marketing teams ship campaigns based on gut feeling and hope for the best. They don't A/B test. They don't establish baselines. They don't have clear quality criteria for what "good" looks like.

Applying engineering-level quality control to marketing, defining success metrics before launch, testing variations systematically, documenting what works and why, is one of the simplest ways to reduce waste and improve results.

Growth Engineering Is a Real Discipline

This isn't just my personal philosophy. There's a whole discipline called growth engineering that sits at the intersection of engineering and marketing.

Chamath Palihapitiya assembled a growth team at Facebook in 2008 when the platform had plateaued at 90 million users. His team combined engineering, data science, and marketing to identify that getting a new user to 7 friends in 10 days was the key to retention. That insight, discovered through systems analysis, helped grow Facebook to nearly a billion users.

Sean Ellis, who coined the term "growth hacking," applied the same engineering mindset at Dropbox and LogMeIn. He didn't just run creative campaigns. He built systems that identified growth levers, tested hypotheses, and scaled what worked.

Today, companies like Productboard and Atlassian have dedicated growth engineering teams. These are cross-functional groups of engineers, designers, and product managers who approach growth with the rigor of a technical discipline.

Scott Brinker, known as the "Godfather of MarTech," started the Chief Martec blog in 2008 with a core premise: marketing has become a technology-powered discipline, and marketing organizations must infuse technical capabilities into their DNA. The distinction between marketing and technology is gone.

How I Apply This at Olunix

Every engagement at Olunix starts with systems thinking. Before we touch creative, before we run a single ad, we map the system:

  • Where are customers coming from?
  • What's happening at each stage of the funnel?
  • Where are the bottlenecks?
  • What are the feedback loops?
  • What data do we have, and what data do we need?

Then we build. Test. Measure. Iterate. It's not glamorous. But it works.

The companies we partner with, mostly AI startups, appreciate this approach because they think the same way. They're building technical products. They expect their marketing partner to be equally rigorous.

Why This Matters for the Future of Marketing

Marketing is becoming more technical every year. The rise of marketing automation, analytics platforms, AI tools, and data-driven decision-making means the marketers who thrive in the next decade will be the ones who can think in systems.

If you come from a technical background and you're curious about marketing, lean into that. Your ability to think analytically, build frameworks, and optimize systems is exactly what the marketing world needs more of.

And if you're a marketer who's never thought of yourself as technical, start learning. Pick up basic analytics. Understand how A/B testing works. Learn to read data. The creative instinct is valuable, but pairing it with systems thinking is what separates good marketing from great marketing.

The best marketing doesn't feel like marketing. It feels like engineering applied to people.

- MM

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Mina Mankarious

Written by

Mina Mankarious

Founder & CEO of Olunix. Helping AI startups with positioning, growth systems, and founder-led marketing from Toronto.

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