This Senior Product Manager role focuses on AI/ML products within a consulting environment. You will manage end-to-end client engagements, ranging from greenfield AI builds to legacy platform modernizations for media and streaming clients.
What you’d own
End-to-end client engagement lifecycle from discovery to delivery
Greenfield product builds using agentic workflows
Legacy platform modernization and technical debt management
AI-native enablement and training for client teams
Who it’s for
A fit if you…
✓You have 5+ years of experience in agency or consulting environments
✓You have hands-on experience shipping agentic products/workflows
✓You can translate ambiguous business problems into scoped technical requirements
✓You are comfortable managing multiple concurrent client relationships
Not for you if…
✗You prefer working on a single internal product in a SaaS company
✗You prefer highly defined specs over navigating high ambiguity
✗You prefer to be shielded from direct client interaction by an account manager
✗You are looking for a pure 'AI agent' role without the consulting/agency component
Reading between the lines
The requirement to 'say no gracefully' and manage 'hard conversations' suggests a high-pressure environment where you must defend scope against demanding clients.
The focus on 'enabling' client teams so they 'don't need us in the room forever' implies a project-based lifecycle rather than long-term product ownership.
The emphasis on 'agentic' vs 'deterministic' workflows suggests a high technical bar for understanding LLM architecture and evaluation.
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Location: Remote Office
Department: Product Management
Shape the Future with TribalScale TribalScale is a digital innovation firm that helps organizations adapt and thrive in a rapidly changing world. We partner with clients to build transformative digital products, modernize technology platforms, and apply emerging technologies—including artificial intelligence—to meaningful business challenges. Our teams work closely with clients from strategy through execution. We value curiosity, ownership, practical innovation, and people who are comfortable turning ambiguity into action. Our Digital Expertise Transformation Experts: We transform traditional business models into agile, AI-powered ecosystems. Strategic Visionaries: We navigate the uncharted waters of technological evolution. Product Virtuosos: We orchestrate the creation of world-class digital solutions. Code Optimizers: We leverage AI to refine and perfect digital systems. Our Technological Toolkit Mobile Web Development: (iOS, Android, React Native, React, Node.js) Voice-Activated Platforms: (Amazon Alexa, Google Home) Connected Ecosystems: (Cars and Homes) Streaming Platforms: (Roku, Fire TV, Android TV, tvOS) The TribalScale Professional You thrive in challenging environments where innovation is key. Your passion for technology is matched only by your drive to redefine its limits. You seek more than a job; you seek a calling—a chance to make a lasting impact on the digital landscape. The Role We're looking for a Digital Product Manager who can own a client engagement end-to-end — from scoping to shipped product — across three kinds of work: building new AI agents, standing up greenfield products the agentic way, and helping established companies rebuild aging platforms and level up their teams to work AI-natively. You'll sit between clients and agentic engineering teams, turning ambiguous business problems into scoped, sequenced, shippable work — whatever form that work takes. This isn't a role for someone who's only managed roadmaps in a single-product SaaS company, and it isn't a narrow "AI agent PM" role either. Some engagements will be zero-to-one greenfield builds. Some will be rebuilding a client's legacy platform without breaking what already works. Some will involve teaching a client's own team how to build and ship AI-natively so they don't need us in the room forever. You've worked in an agency or consulting environment, you know how to run multiple client relationships at once, and you know how to say "no" to a client gracefully when the ask doesn't hold up. What You'll Do Own client engagements end-to-end — from discovery and scoping through delivery, acting as the primary product voice with the client, not hidden behind an account manager. Subject Matter Expertise on Streaming OTT Media Products — have informed opinions on toolsets, tradeoffs, and functionality for products that enable consumer media consumption Scope and run greenfield product builds — take a zero-to-one idea and turn it into a sequenced, shippable roadmap built the agentic way from day one. Lead platform rebuild and modernization engagements — help clients replatform or rebuild legacy systems without stalling their existing business, balancing technical debt against delivery speed. Design and help deliver AI-native enablement — work with clients' own product and engineering teams to build their internal muscle for agentic development, not just hand off a finished product. Translate ambiguous client asks into scoped work — write PRDs, define success criteria, and sequence delivery so engineers know exactly what to build and why. Partner directly with agentic engineers — understand the difference between a deterministic workflow and a true agentic use case, and help the team pick the right one for each engagement. Set guardrails and evaluation criteria for AI agents before they touch a client's real data or production environment. Manage multiple concurrent engagements — prioritize ruthlessly across clients with competing timelines, budgets, and engagement types. Run the room — client steering committees, sprint reviews, and the hard conversations when scope, timeline, or feasibility shifts. Report on outcomes, not just output — define what success and ROI look like for each engagement type, and hold the team accountable to it. Bring craft to how TribalScale delivers AI-first work — contribute back to internal playbooks on scoping agentic builds, platform rebuilds, and client enablement. What We're Looking For 5+ years in product management , with real ownership of scope, roadmap, and delivery outcomes. Agency or consulting experience — you've worked across multiple clients or accounts, not just one internal product team. You know how to manage client expectations and protect scope. Range across engagement types — you've run at least two of: a zero-to-one greenfield build, a legacy platform rebuild/migration, and a client-facing enablement or training engagement. Hands-on experience with AI agents — you've scoped, built, or shipped agentic products or workflows (not just prompted a chatbot). You understand the tradeoffs between agentic and deterministic approaches. Comfort working alongside agentic engineers — you can hold a technical conversation about architecture, evals, and guardrails without needing everything translated for you. Teaching instinct — you can explain agentic concepts to a client's non-technical stakeholders and their engineers, and you get satisfaction from leveling up someone else's team. Strong client-facing presence — you can present to a VP-level stakeholder, handle pushback, and say no when it's warranted. Sharp scoping and prioritization instincts — you can turn a vague brief into a one-page plan quickly and defend the tradeoffs. Comfortable in ambiguity — you don't wait for a fully-formed spec to start moving. Nice to Have Experience with LLM evaluation frameworks or agent observability tooling. Background in a technical role (engineering, data, or QA) before moving into product. Experience managing engagements in regulated industries (finance, healthcare). Experience designing or delivering technical training, workshops, or enablement programs for client teams. Track record of writing or speaking publicly about product or AI topics. Why Choose TribalScale At TribalScale, collaboration is at the heart of our innovative approach. We don't simply work for clients; we form partnerships, building transformative solutions that redefine what's possible. Our team, once at the forefront of the mobile revolution, now leads the charge in AI-driven innovation. We empower each team member to be a catalyst for change, adhering to our principles of meritocracy, empowerment, and transparency. Diversity isn't just celebrated—it's fundamental to our strength. Our mission to "Right the Future" is a call to action to make a significant impact in the world of innovation. Diversity: Our Collective Strength TribalScale proudly stands as a beacon of equal opportunity in employment and workplace culture. We are steadfastly committed to equal employment opportunity, transcending the boundaries of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, able-bodiedness, or gender identity. We not only welcome but actively encourage applications from individuals of all abilities, ages, citizenships, marital statuses, and gender identities. Your unique perspective is the key to our collective innovation. Should you require any accommodations, we implore you to inform us. Our commitment to inclusivity knows no bounds, and we stand ready to adapt our processes to ensure your comfort and success.
TribalScale is a digital product consultancy that embeds strategy, design, and engineering teams inside client organizations, increasingly framed around AI-first delivery. Its work spans connected vehicles and automated testing for Ford, an Apple Watch experience for the World Surf League, agile transformation for AAA, and scaling infrastructure for Dapper Labs, with 700-plus products launched and a 95% repeat client rate. Revenue comes from enterprise services engagements, and the firm also runs a venture studio and publishes FinScale, a magazine for financial services and insurance leaders. Culture is pitched on meritocracy and transparency, with remote work, flexible schedules, hackathons, and team off-sites. PM work here means rotating across client domains rather than owning one product for years.
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