Last week, more than 180 professionals, from brands to agency side marketers joined our MMM Academy webinar on an important topic in today’s measurement landscape: How to upskill analytics teams for lasting, scalable impact.
The discussion, led by Ramla Jarrar, Co-Founder and President of MASS Analytics, went beyond methodology to explore what it really takes to run successful Marketing Mix Modeling projects, and how organizations can build the capabilities to do so internally.
The Context: Why Upskilling Matters Now
Ramla opened the session with a compelling data point: “43% of decision-makers say they’re not running MMM in-house because of the lack of expertise.”
While the appetite for internal analytics has grown, with 30% of brands now handling MMM themselves, skill gaps remain the biggest barrier.
As Ramla explained, “Marketing Mix Modeling is a blend of art and science. It’s not only about the math. It’s about understanding business, media, and storytelling.”
This mix of analytical rigor and creative interpretation is precisely what makes MMM both powerful and complex, and why upskilling analytics teams has become a strategic priority.
The Five Core Skills Behind Successful MMM
Ramla broke down the essential skills that every MMM practitioner must master:
- Data Analytics: You cannot run MMM if you are not well grounded in econometrics, modeling, data preparation, and validation.
- Marketing & Media Expertise: It’s not enough to understand marketing — you need to know the nitty-gritty of media planning, channels, and how each execution works.
- Storytelling: It’s one thing to apply data techniques. It’s another to blend them into meaningful insights and recommendations.
- Collaboration: MMM doesn’t operate in silos. You need to onboard all stakeholders: the brand, the media agency, and even other research partners.”
- Change Leadership: There’s a difference between delivering results and getting those results implemented. The MMM specialist must convince through numbers and stories.
Each of these dimensions sits at the intersection of art and science. And together, they define the human side of marketing measurement.
The Art vs. Science of MMM
The most successful MMM teams are those that can bridge what Ramla calls “the capability gap” between data scientists and marketers. “Data scientists have deep technical knowledge but often lack marketing context. Marketers understand business and media but lack data fluency. The learning must happen in between – where art meets science.”
She illustrated this balance with a clear stance: “If you ask me to put a number on it — for me, MMM is 70% art and 30% science.”
This “art” of MMM means looking beyond models — understanding the market environment, interpreting patterns in light of real business dynamics, and crafting stories that inspire action.
As she explained: “You can spend months crunching numbers, but if your results don’t resonate with decision-makers, the project hasn’t succeeded.”
From Education to Enablement: The MMM Academy
To close the session, Ramla unveiled the MMM Academy, MASS Analytics’ structured learning platform designed to demystify MMM and make it accessible to professionals at all levels.
“Our mission has always been to make MMM closer to people — to show that it’s not reserved for an elite few. The more you explain it, the more people embrace it.”
The Academy combines 20+ years of MMM experience into a practical, hands-on program hosted on Udemy. It includes:
- Real-world data and access to MASS Analytics’ flagship software, MassTer, for guided exercises.
- Two distinct tracks: Fundamentals of MMM course and the End-to-End MMM course.
- Official MASS Analytics certification upon project submission and evaluation.
Since its launch, several organizations have already integrated the Academy into their onboarding programs to accelerate capability building.
A Collective Step Forward
The webinar wrapped up with a powerful reflection from Ramla that resonated with all attendees: “Our goal is to help teams bridge the gap between art and science, to create the magic in the eyes of clients when you deliver your results. What keeps us going is the passion and happiness we see in our clients when they succeed.”
With over 90 participants including clients, partners, and analytics leaders, the webinar reinforced a shared vision: upskilling is not just about better models, but about building confidence, curiosity, and collaboration across the entire marketing organization.
About the MMM Academy
The MMM Academy by MASS Analytics helps marketing and analytics professionals master the art and science of Marketing Mix Modeling.
Through webinars, online courses, and community learning, it aims to democratize MMM knowledge and empower teams worldwide to turn models into meaningful business impact. Learn more here.
