Senior Product Manager, AI
Cast & Crew
About Us
At Cast & Crew, we’ve empowered creativity and supported the global entertainment industry for decades. Together with our family of brands - Backstage, CAPS, Checks & Balances, Final Draft, Media Services, Sargent-Disc, and The TEAM Companies – we operate as a combined entertainment technology and services provider offering industry standard screenwriting accounting software, digital payroll products, data & reporting, and a host of creative tools. The industry continues to move faster than ever, and the need for our expertise, our technology, and our people has never been greater. We are a production’s best ally every step of the way. #OneCastOneCrew
Position OverviewWe’re seeking a Senior Product Manager - AI to lead the definition, delivery, and scaling of AI-powered capabilities across our platform. In this role you will work horizontally across the organization to understand AI needs, define strategic use-cases, and deliver trusted, ethical, and scalable solutions that embed intelligence into our products.
This is a highly cross-functional role, ideal for a product leader with experience in machine learning, generative AI, and platform thinking – who can bridge the gap between cutting-edge technology and real business value.
Core Responsibilities
- Develop and own the strategic roadmap for AI capabilities, from foundational services (e.g. model management, prompt tuning, semantic modeling) to user-facing features such as virtual assistants and predictive workflows.
- Defining goals and milestones for AI features, balancing feasibility, impact, and complexity.
- Design and evaluate prompt-based experiments for LLM performance (accuracy, relevance, latency).
- Partner with internal stakeholders to identify, evaluate, and prioritize high-impact AI use-cases across products and operational domains.
- Establish principles and frameworks for responsible AI use as well as enterprise-grade AI, including data governance, model explainability, observability, and ethical considerations.
- Define product requirements for generative AI, NLP/NLU, classification, recommendations, forecasting, and other ML techniques.
- Evaluate and manage vendor and open-source AI solutions where appropriate.
- Leverage data-driven insights to continuously iterate and improve product offerings.
- Identify and address key customer pain points ensuring the product delivers measurable value.
- Regularly present product strategy, roadmap, and results to leadership and business stakeholders ensuring alignment with organizational goals.
Key Qualifications
- 5+ years of product management experience, with 2+ years directly focused on machine learning, generative AI, and data platforms.
- Proven success in delivering predictive/generative AI features within enterprise software.
- Strong technical understanding of ML and AI concepts, including model training & inference, LLMs, prompt engineering, embeddings, and vector databases.
- Familiarity with RAG pipelines & semantic search to retrieve contextually relevant documents for more accurate responses.
- Familiarity with tools and ecosystems such as Snowflake Cortex AI, AI-driven OCR technologies (AWS Textract), AWS SageMaker, AWS Bedrock AI, Pinecone, etc.
- Strong technical fluency and ability to work with engineering and architecture teams on platform-level capabilities.
- Strong communication skills – able to translate complex ideas into compelling narratives for stakeholders of all levels.
- Comfortable working in a fast-paced, transformation-focused environment with both legacy and modern systems.
- Thrives in ambiguity and can find opportunities and solutions in uncertain situations.
- Experience in domains like Payroll, Finance, HR, or Compliance is a plus.
Special Work Conditions
- Sedentary – Involves sitting most of the time but may involve walking or standing for brief periods of time. Some positions may entail exerting up to 15 lbs. of force occasionally and/or a negligible amount of force to lift, carry, push, or pull.
Benefits
Cast & Crew provides a comprehensive package of employee benefits including: Medical, Dental, Vision, PTO, health and wellness programs, employee discounts, and more! Note: Cast & Crew benefits are subject to eligibility requirements.
Cast & Crew is an equal opportunity employer committed to hiring a diverse workforce and sustaining an inclusive culture. It is our policy to provide equal employment opportunities to all individuals based on job-related qualifications and ability to perform a job, without regard to age, gender, gender identity, sexual orientation, race, color, religion, creed, national origin, disability, genetic information, veteran status, citizenship or marital status, and to maintain a non-discriminatory environment free from intimidation, harassment or bias based upon these grounds.
CA residents
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