Job Profile: Senior Growth Strategy Manager

Job Profile: Senior Growth Strategy Manager

Job Profile: Senior Growth Strategy Manager

Info: This profile details the role of the Senior Growth Strategy Manager, a pivotal position focused on leveraging data, technology, and rigorous experimentation to accelerate revenue growth for cannabis e-commerce platforms and their dispensary clients.

Job Overview

The Senior Growth Strategy Manager serves as the analytical engine for commercial success within the cannabis technology sector. This role operates at the intersection of product management, data science, and marketing, with a singular focus on driving measurable growth through the optimization of the digital customer journey. In an industry defined by regulatory fragmentation and severe marketing restrictions, traditional growth playbooks are ineffective. This specialist navigates a landscape where paid search and social media advertising are largely prohibited, forcing an intense reliance on organic traffic, customer retention, and conversion rate optimization. The manager applies a scientific method to business challenges, designing and executing a constant stream of A/B tests and experiments to generate actionable insights. These insights directly inform product development, marketing strategies, and client success programs, ultimately increasing the revenue and market share of the B2B SaaS platform and the dispensaries it serves. This position is critical for translating the complex, often confusing, cannabis purchasing process into a seamless and compliant digital experience that builds customer loyalty and lifetime value.

Strategic Insight: In an industry where traditional advertising is blocked, data-driven optimization of the digital customer journey is the primary lever for scalable growth. The insights generated by this role are a core competitive asset.

A Day in the Life

The day's agenda begins with a deep dive into the analytics dashboard, specifically reviewing cohort data from dispensary clients in a state that recently transitioned from medical-only to adult-use sales. The manager observes a recurring pattern: a 40% cart abandonment rate at the final checkout stage, a significant deviation from the 15% platform average. The data points to a clear friction point. The hypothesis is that new recreational customers, unfamiliar with cannabis-specific excise and local taxes, are experiencing sticker shock or confusion when the final price is displayed. This insight triggers the first major task of the day: designing a robust A/B test to address the issue.

The experimentation design process is meticulous. The control group (Variant A) will see the existing checkout flow. The treatment group (Variant B) will feature a redesigned UI with an interactive tooltip next to the tax line item, offering a clear, plain-language breakdown of each tax component. A third variant (Variant C) will test displaying an 'estimated total' earlier in the customer journey, on the product detail page itself. The manager defines the primary success metric as a reduction in checkout abandonment rate, with secondary metrics including time-to-purchase and customer support inquiries related to pricing. A detailed technical brief is drafted for the engineering team, outlining the logic, user interface changes, and the specific user segments to be included in the experimentation. This brief is then submitted for a mandatory compliance review to ensure the proposed display changes adhere to state-level regulations on price advertising.

Alert: A poorly designed experiment on pricing or compliance features can create real-world consequences. An incorrect tax calculation or a malfunctioning purchase limit check can put a dispensary client's license at immediate risk.

Midday is dedicated to collaboration and qualitative insight gathering. The manager leads a sync with the Customer Success team to discuss feedback from high-volume dispensary clients. A key theme emerges: clients are struggling to effectively merchandise high-margin products like house-brand concentrates and edibles on their digital menus. This qualitative feedback provides the perfect context for the next strategic initiative. The manager begins storyboarding a new feature for the B2B SaaS platform: a dynamic, AI-powered recommendation engine. The concept aims to replicate the expertise of an in-store budtender by suggesting products based on a customer's purchase history, terpene profile preferences, and desired effects. This goes beyond simple 'customers also bought' logic and delves into the specific chemical properties of the cannabis products, a unique challenge for this industry. This initial concept will form the basis of a business case for the product roadmap.

The afternoon pivots to analyzing the results of a recently concluded experiment. This test focused on optimizing the timing of SMS promotional alerts for a dispensary's loyalty program members. The data is clear and statistically significant: SMS messages sent on Fridays between 4:00 PM and 5:00 PM local time, which include a direct link to a curated 'Weekend Specials' category, generated a 22% higher click-through rate and a 15% higher conversion rate than messages sent at other times. The manager synthesizes these findings into a concise, actionable insights document. This document is then formatted into a best-practices guide, complete with templates and instructions, to be distributed to all dispensary clients through the platform's knowledge base. The day concludes by updating the central experimentation roadmap, prioritizing the next cycle of tests based on potential impact and resource allocation, ensuring the growth engine is always running.


Core Responsibilities & Operational Impact

The Senior Growth Strategy Manager directs three primary functions that directly influence company and client revenue streams:

1. Scientific Experimentation & Funnel Optimization

  • A/B Testing Roadmap Management: Develops and maintains a prioritized roadmap of experiments across the entire customer journey. This includes testing everything from homepage messaging and product discovery filters to promotional strategies and the complex, multi-step checkout process unique to cannabis, which involves ID verification, purchase limit calculations, and scheduling for pickup or delivery.
  • Conversion Rate Optimization (CRO): Systematically identifies and resolves friction points in the user experience. This involves using heatmaps, session recordings, and analytics to pinpoint where users struggle, such as navigating menus with hundreds of SKUs or understanding the difference between THC, CBD, and terpene content, and then designing tests to improve usability and guide users toward a successful purchase.
  • Personalization Strategy: Devises experiments to personalize the customer experience based on user data. This could involve tailoring product recommendations, promotional offers, and content to specific segments like medical patients, high-frequency recreational buyers, or first-time consumers, a critical lever for increasing lifetime value in a market with limited acquisition channels.

2. Data Analysis & Actionable Insight Generation

  • User Behavior Analysis: Performs deep analysis of user interaction data from platforms like Amplitude or Mixpanel to understand the end-to-end customer journey. This includes identifying which product categories are most popular, how users interact with educational content, and what paths lead to the highest average order value.
  • Performance Reporting & Evangelism: Translates complex statistical results from experiments into clear, compelling narratives for non-technical stakeholders. Develops and maintains dashboards in tools like Tableau or Looker to track key growth metrics and communicates insights across the organization to ensure data informs all strategic decisions.
  • Client Growth Consultation: Packages key insights and learnings from platform-wide experimentation into actionable playbooks and best practices for dispensary clients. Acts as a strategic partner, using data to advise clients on how to optimize their online menus, pricing, and promotional strategies to maximize their revenue through the B2B SaaS platform.

3. Cross-Functional Growth Leadership

  • Product Roadmap Influence: Works directly with Product Managers to feed data-validated ideas into the product development lifecycle. Uses insights from experimentation to build strong business cases for new features, such as integrated loyalty programs, advanced inventory filtering, or compliance automation tools that solve key client pain points.
  • Marketing Strategy Enablement: Collaborates with the marketing team to optimize organic acquisition channels. Uses insights on user intent and behavior to inform SEO strategy, content marketing topics, and CRM campaigns (email/SMS), ensuring marketing efforts are aligned with what demonstrably drives conversions.
  • Sales & Success Support: Creates data-backed case studies and reports that the sales team can use to demonstrate the platform's value proposition to prospective clients. Provides the Customer Success team with the tools and insights they need to help existing clients achieve their growth targets.
Warning: Ignoring state-by-state regulatory nuances in experimentation is a critical failure. A promotion that is legal in Oregon could be an immediate compliance violation in Massachusetts, making multi-state testing complex and high-stakes.

Strategic Impact Analysis

The Senior Growth Strategy Manager creates direct, quantifiable value across the entire business through the following mechanisms:

Impact Area Strategic Influence
Cash Directly increases client revenue by optimizing conversion rates. This boosts transaction-based fees for the B2B SaaS platform and improves client retention, securing recurring revenue streams.
Profits Improves the profitability of clients by identifying more efficient digital merchandising strategies, reducing their reliance on costly in-store staff for customer education and upselling.
Assets Enhances the core intellectual property of the SaaS platform. The cumulative insights from years of cannabis-specific experimentation become a proprietary, defensible asset that competitors cannot easily replicate.
Growth Creates compelling, data-driven case studies of client success. These case studies are the primary fuel for the sales and marketing engine, attracting new dispensaries to the platform and enabling market expansion.
People Fosters a data-centric culture throughout the organization. Empowers product, marketing, and success teams with objective insights, reducing reliance on intuition and improving the quality of strategic decisions.
Products De-risks the product development process. By validating customer needs and feature value through rapid experimentation, this role ensures that engineering resources are invested in building solutions with proven market impact.
Legal Exposure Mitigates risk for clients by testing and implementing compliant-by-design user flows for age verification, purchase limits, and marketing communications, protecting them from costly regulatory violations.
Compliance Integrates regulatory constraints directly into the growth experimentation framework, ensuring that all optimization efforts are designed from the ground up to be fully compliant with diverse state laws.
Regulatory Monitors changes in state-level e-commerce and marketing regulations to proactively identify new opportunities or threats, allowing the platform and its clients to adapt their digital strategies quickly.
Info: A successful growth strategy in cannabis tech directly translates to higher client satisfaction and lower churn, which are the most critical metrics for a B2B SaaS business model.

Chain of Command & Key Stakeholders

Reports To: This position typically reports to the Director of Growth or the Vice President of Product. The reporting structure emphasizes the role's function as a bridge between data-driven insights and product strategy execution.

Similar Roles: In the broader tech market, this role is functionally equivalent to a Growth Product Manager, Digital Optimization Manager, or Senior Marketing Analyst. Professionals in these roles at other B2B SaaS, e-commerce, or FinTech companies possess the core skill set required. The key difference is the application of these skills within the unique regulatory and commercial constraints of the cannabis industry. This position blends the analytical rigor of a data scientist with the user-centric focus of a product manager and the commercial awareness of a marketing strategist.

Works Closely With: This role is highly collaborative, interfacing daily with Product Managers to influence the roadmap, Data Scientists to build analytical models, Customer Success Managers to understand client needs, and Dispensary Owners/Marketing Managers to implement growth strategies.

Note: The ability to communicate complex data insights to diverse stakeholders, from engineers to non-technical dispensary owners, is a critical skill for success in this cross-functional position.

Technology, Tools & Systems

Mastery of a modern growth technology stack is essential for this role:

  • Experimentation Platforms: Deep expertise in using tools like Optimizely, VWO, or proprietary in-house A/B testing frameworks to design, launch, and analyze experiments.
  • Product Analytics Software: Advanced proficiency with platforms like Amplitude, Mixpanel, or Heap to define events, build funnels, segment users, and analyze behavioral cohorts.
  • Business Intelligence (BI) Tools: Ability to build, manage, and interpret dashboards in Tableau, Looker, or Power BI to track high-level business KPIs and experiment results.
  • Cannabis Compliance Systems: Understanding of how e-commerce platforms must integrate with state track-and-trace systems (e.g., Metrc, BioTrack) to ensure every transaction is reported and compliant with state law.
  • Customer Engagement Platforms: Familiarity with CRM and messaging tools like Braze or Customer.io for running tests on email and SMS campaigns, which are primary retention channels in cannabis.
Strategic Insight: The true power of the tech stack is realized when data is integrated across platforms. For example, linking user behavior from Amplitude with transaction data from the POS system allows for sophisticated LTV and cohort analysis.

The Ideal Candidate Profile

Transferable Skills

Top candidates often come from other data-intensive, digitally focused industries. Their foundational skills are directly applicable to the unique challenges of cannabis tech.

  • B2B SaaS Growth: Professionals who have optimized user onboarding, feature adoption, and retention funnels for other SaaS products bring a highly relevant framework for thinking about dispensary client success.
  • Regulated E-commerce: Experience from sectors like online alcohol sales, gaming, or pharmaceuticals provides a strong understanding of how to drive growth while navigating complex compliance, age-gating, and marketing rules.
  • FinTech Product: A background in optimizing complex digital transactions, such as loan applications or payment flows, translates well to simplifying the difficult cannabis checkout and payment process.
  • Digital Marketplace Optimization: Individuals with experience optimizing platforms like Airbnb, Etsy, or DoorDash understand the dynamics of balancing the needs of two user groups (in this case, dispensaries and consumers).

Critical Competencies

The role demands a specific combination of analytical, strategic, and interpersonal abilities:

  • Statistical Rigor: The ability to design sound experiments, understand concepts like statistical significance and power, and avoid common analytical pitfalls is non-negotiable.
  • Problem Decomposition: The aptitude to take a broad business goal, like 'increase customer retention,' and break it down into a series of specific, testable hypotheses.
  • Pragmatic Creativity: The skill to generate innovative growth ideas while operating within the tight constraints of cannabis regulations, turning limitations into a competitive advantage.
  • Stakeholder Influence: The capacity to use data and clear communication to align diverse teams (product, engineering, marketing, sales) around a unified growth strategy, even without direct managerial authority.
Note: Prior cannabis industry experience is not a prerequisite. A proven track record of using data and experimentation to drive growth in a complex digital environment is the most important qualification.

Top 3 Influential Entities for the Role

The operational context for this role is shaped by these key external forces:

  • State Cannabis Regulatory Agencies: Entities like California's Department of Cannabis Control (DCC) or the Colorado Marijuana Enforcement Division (MED). These agencies write and enforce the specific rules that govern every aspect of the digital customer journey, from what marketing claims can be made to how online orders must be fulfilled and tracked.
  • Third-Party Discovery Platforms (e.g., Weedmaps, Leafly): These marketplaces are the 'Google' of cannabis for many consumers. Understanding their APIs, menu integration requirements, and advertising models is crucial for optimizing the top of the acquisition funnel and ensuring a smooth transition to the proprietary e-commerce platform.
  • Cannabis Payment Solution Providers (e.g., Aeropay, Hypur): Due to federal banking restrictions, traditional credit card processing is unavailable. This role must deeply understand the user experience of alternative payment methods like ACH transfers and design the customer journey to minimize friction and build trust within these constrained systems.
Info: A deep understanding of the payment processing landscape is a key differentiator. The manager who can successfully A/B test and optimize the payment funnel provides immense value to dispensary clients.

Acronyms & Terminology

Acronym/Term Definition
A/B Test A randomized experiment comparing two versions (A and B) of a single variable, typically to improve a specific outcome metric like conversion rate.
B2B SaaS Business-to-Business Software-as-a-Service. A business model where a company provides software to other businesses, typically on a subscription basis.
CAC Customer Acquisition Cost. The total cost of sales and marketing efforts needed to acquire a new customer.
CRO Conversion Rate Optimization. The systematic process of increasing the percentage of users who take a desired action (e.g., make a purchase).
LTV Lifetime Value. A prediction of the net profit attributed to the entire future relationship with a customer.
Metrc Marijuana Enforcement Tracking Reporting Compliance. A widely used state-mandated software system for tracking cannabis from seed to sale.
MSO Multi-State Operator. A cannabis company that holds licenses and operates in multiple U.S. states.
POS Point of Sale. The system where a retail transaction is completed, both in-store and online.
SKU Stock Keeping Unit. A unique code used to identify each individual product and its variants in inventory.
UI User Interface. The visual elements of a program or device through which a user interacts with it.
UX User Experience. The overall experience a person has when using a product, especially in terms of how easy or pleasing it is to use.

Disclaimer

This article and the content within this knowledge base are provided for informational and educational purposes only. They do not constitute business, financial, legal, or other professional advice. Regulations and business circumstances vary widely. You should consult with a qualified professional (e.g., attorney, accountant, specialized consultant) who is familiar with your specific situation and jurisdiction before making business decisions or taking action based on this content. The site, platform, and authors accept no liability for any actions taken or not taken based on the information provided herein. Videos, links, downloads or other materials shown or referenced are not endorsements of any product, process, procedure or entity. Perform your own research and due diligence at all times in regards to federal, state and local laws, safety and health services.

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