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Senior Technical Product Manager - AI

WHO WE ARE: MagicSchool is the premier generative AI platform for teachers. We're just over a year and a half old, and more than 5 million teachers from all over the world have joined our platform. Join a top team at a fast growing company that is working towards real social impact. Make an account and try us out at our website and connect with our passionate community on our Wall of Love.

Role Overview

The Technical Product Manager (TPM) – AI is responsible for guiding the development and optimization of AI-powered products from concept to release. This role requires a strong technical foundation, a deep understanding of artificial intelligence and machine learning, and the ability to align product initiatives with both user needs and overarching business objectives.

Key Responsibilities

  1. Product Strategy & Roadmapping

    • Define and maintain product vision, strategy, and roadmap for AI-driven solutions.

    • Collaborate with stakeholders (e.g., engineering, data science, business leads) to set clear, measurable goals.

  2. Cross-Functional Collaboration

    • Work closely with engineering teams, data scientists, and research teams to define technical requirements.

    • Align technical capabilities with business objectives and user needs.

    • Liaise with marketing, sales, and support teams to ensure product readiness and effective go-to-market strategies.

  3. Technical Leadership

    • Provide clear guidance on AI/ML architectures, frameworks, and best practices.

    • Balance technical feasibility with user-centric requirements to deliver innovative features.

    • Evaluate and select tools, platforms, or libraries that best support AI initiatives.

  4. Requirement Gathering & Prioritization

    • Conduct market research and analyze user feedback to identify pain points and opportunities for AI solutions.

    • Prioritize product features and enhancements using data-driven insights (e.g., user feedback, A/B testing, usage analytics).

  5. Project Management & Execution

    • Coordinate end-to-end product development cycles, from discovery and proof of concept to deployment and monitoring.

    • Manage timelines, sprints, and resources, ensuring products are delivered on schedule and within scope.

    • Implement beta tests and pilot programs to validate feature assumptions and performance.

  6. Performance Monitoring & Continuous Improvement

    • Define and track key performance indicators (KPIs) for AI models (e.g., accuracy, precision, recall, AUC).

    • Analyze real-world performance data to refine existing models and guide improvements.

    • Drive continuous iteration on AI features to maintain competitive advantages.

  7. Stakeholder Communication

    • Provide regular product updates to leadership, highlighting milestones, risks, and roadblocks.

    • Simplify complex AI/ML concepts for non-technical audiences, ensuring alignment on product vision.

Required Skills & Background

  • Technical Expertise

    • Solid foundation in computer science, data science, software engineering, or related fields.

    • Understanding of AI/ML concepts, algorithms, frameworks (e.g., TensorFlow, PyTorch), and best practices.

  • Product Management Experience

    • Familiarity with the product development lifecycle, including roadmap planning, agile methodologies, and backlog management.

    • Experience working in cross-functional teams and leading collaborative projects.

  • Business Acumen

    • Ability to balance user needs with business objectives, focusing on ROI and strategic impact.

    • Proven track record of using data-driven insights to guide decision-making.

  • Communication & Interpersonal Skills

    • Strong written and verbal communication, adept at translating highly technical information to various audiences.

    • Skillful at managing stakeholder expectations and building rapport across departments.

  • Problem-Solving & Critical Thinking

    • Sharp analytical mindset for diagnosing issues, identifying opportunities, and implementing solutions.

    • Comfortable making well-considered trade-offs in features, scope, and timeline.

  • Flexibility & Adaptability

    • Comfortable pivoting in fast-paced, rapidly evolving environments, especially in AI-related projects.

    • Eager to stay current with new AI technologies and industry trends.

Qualifications

  • 7+ years of experience required

    • preferred 2 years in a senior role; preferred 2 years AI experience

  • Bachelor’s or Master’s degree in Computer Science, Data Science, or a related technical field.

  • Hands-on experience with ML model development, data pipelines, or AI-based solutions.

  • Familiarity with cloud services (e.g., AWS, GCP, Azure) for deploying and scaling AI solutions.

Application Notice:

Applications will be accepted until 3/24/25. Early submissions are encouraged, and all applications received by the priority deadline will be given equal consideration. We look forward to reviewing your application.

Our Benefits: We are proud to offer generous benefits, such as unlimited PTO, employer covered health insurance, a wellness stipend, a 401(k) match, and vision/dental insurance.

Our Values:

  • Educators are Magic:  Educators are the most important ingredient in the educational process - they are the magic, not the AI. Trust them, empower them, and put them at the center of leading change in service of students and families.

  • Joy and Magic: Bring joy and magic into every learning experience - push the boundaries of what’s possible with AI.

  • Community:  Foster community that supports one another during a time of rapid technological change. Listen to them and serve their needs.

  • Innovation:  The education system is outdated and in need of innovation and change - AI is an opportunity to bring equity, access, and serve the individual needs of students better than we ever have before.

  • Responsibility: Put responsibility and safety at the forefront of the technological change that AI is bringing to education.

  • Diversity: Diversity of thought, perspectives, and backgrounds helps us serve the wide audience of educators and students around the world.

  • Excellence:  Educators and students deserve the best - and we strive for the highest quality in everything we do.

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What You Should Know About Senior Technical Product Manager - AI, MagicSchool AI

As a Senior Technical Product Manager - AI at MagicSchool, you’ll play a pivotal role in shaping the future of education through generative AI technology. With a vibrant community of over 5 million teachers eagerly utilizing our platform, you have the exciting opportunity to drive impactful AI-powered product development from the ground up. Your mission will be to establish a clear vision and roadmap for AI-driven solutions that align perfectly with our users' needs and our business objectives. You’ll be collaborating with diverse stakeholders, including engineering teams and data scientists, to define technical requirements and deliver innovative features that truly make a difference in educational experiences. Your strong technical background in AI/ML will allow you to provide the leadership needed to evaluate cutting-edge architectures and tools that will propel our products to new heights. Managing product development cycles from ideation to deployment, you will ensure that our offerings continuously evolve informed by invaluable user insights and analytical data. At MagicSchool, you’re not just working with technology - you’re building solutions that enhance the learning journey for educators around the globe. If you’re passionate about making educational practices more effective and engaging through AI, we invite you to join our team and help us stir up some magic!

Frequently Asked Questions (FAQs) for Senior Technical Product Manager - AI Role at MagicSchool AI
What are the key responsibilities of a Senior Technical Product Manager - AI at MagicSchool?

As a Senior Technical Product Manager - AI at MagicSchool, your primary responsibilities involve product strategy and roadmapping, cross-functional collaboration, and technical leadership. Your role includes defining the product vision and maintaining a roadmap for AI-driven solutions, ensuring that all initiatives align with both user needs and business objectives. You'll work closely with engineering and data science teams to gather and prioritize requirements, manage timelines, and oversee the entire product development cycle, from concept to deployment.

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What qualifications are needed to become a Senior Technical Product Manager - AI at MagicSchool?

To be considered for the Senior Technical Product Manager - AI position at MagicSchool, candidates should have a minimum of 7 years of experience in product management, with at least 2 years in a senior role and preferred 2 years in AI. A Bachelor’s or Master’s degree in Computer Science, Data Science, or a relevant technical field is required. Candidates must also demonstrate experience with machine learning model development, strong analytical skills, and the ability to manage expectations through effective communication.

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How does the Senior Technical Product Manager - AI role at MagicSchool contribute to educational technology?

The Senior Technical Product Manager - AI at MagicSchool significantly contributes to educational technology by overseeing the development of AI-driven products that empower teachers and enhance learning experiences. By conducting user research and defining product features based on real-world data, this role drives innovation that meets the diverse needs of educators, ensuring that the solutions provided are both user-centric and aligned with strategic objectives.

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What skills are important for a Senior Technical Product Manager - AI at MagicSchool?

Important skills for a Senior Technical Product Manager - AI at MagicSchool include a solid understanding of computer science and data science principles, familiarity with agile methodologies for product development, and strong communication abilities to convey complex AI concepts to non-technical audiences. Additionally, critical thinking and problem-solving skills are essential for diagnosing issues and making trade-offs between features and timelines in fast-paced environments.

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What type of work environment can a Senior Technical Product Manager - AI expect at MagicSchool?

A Senior Technical Product Manager - AI at MagicSchool can expect a dynamic and collaborative work environment that prioritizes innovation and community. With a focus on rapid development and responsiveness to change, you will find opportunities to work closely with diverse teams, engage with educators globally, and drive meaningful improvements in the education sector using AI technology.

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Common Interview Questions for Senior Technical Product Manager - AI
Can you explain your experience with AI and machine learning?

In answering this question, share specific projects where you've utilized AI or machine learning. Focus on your role, the technologies you employed (like TensorFlow or PyTorch), and the impact of your work. Highlight any measurable results to demonstrate your effectiveness in using these technologies.

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How do you prioritize features in product development?

Discuss your approach to prioritization, outlining how you consider user feedback, data-driven insights, and strategic business needs. Be sure to mention any specific frameworks you've used, such as the MoSCoW method or RICE scoring, to make your process clear and structured.

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Describe a challenging project you managed and how you overcame obstacles.

Provide an example of a project that encountered significant challenges. Focus on the specific obstacles you faced, your thought process for addressing them, and the successful outcomes that resulted from your interventions. This showcases your problem-solving skills and resilience.

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How do you ensure alignment between technical teams and business objectives?

Explain your methods for fostering collaboration between technical and business teams. Mention regular communication strategies, joint planning sessions, and how you adapt technical terms for non-technical stakeholders to promote understanding and cooperation.

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What strategies do you use to gather user feedback?

Discuss various methods for collecting user feedback, such as surveys, beta testing, and user interviews. Emphasize your commitment to data-driven decision-making and how you analyze this feedback to refine product features and enhance user experiences.

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How do you approach market research for a new AI product?

Detail your market research process, including how you gather competitive insights, identify user needs, and analyze trends in the AI space. Highlight any tools or methodologies you employ to synthesize this information into actionable product strategies.

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How do you handle tight deadlines in product management?

Share your time management techniques and how you effectively allocate resources when facing tight deadlines. Discuss your experience with Agile methodologies, sprints, and your ability to make informed trade-offs to maintain progress while meeting user expectations.

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What is your understanding of the product development lifecycle?

Outline your knowledge of the product development lifecycle, from ideation to launch. Describe your role in each phase and emphasizing your experience in managing transitions effectively while ensuring stakeholder engagement throughout the process.

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How do you communicate complex technical information to non-technical stakeholders?

Discuss your strategies for simplifying technical terms and making them accessible to non-technical audiences. Include examples of successful presentations or documentation where you've effectively bridged the communication gap.

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What trends do you see in AI technology that could impact educational products?

Convey your insights on current trends in AI technology, such as personalization, adaptive learning systems, or data privacy. Discuss how these trends could shape future educational products and your thoughts on proactively integrating them into your development strategies.

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DATE POSTED
March 17, 2025

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