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Language Model Product Manager
3 months ago
Position Summary: We are seeking an experienced Technical Product Manager (mid-level) – Language Models to guide and manage the lifecycle of our language model products. This role involves defining strategic direction, prioritizing product features, and optimizing user experiences to align with business goals and market needs.
Key Responsibilities:
- Define the strategic direction and roadmap for language model products.
- Align product development efforts with business goals and market needs.
- Collaborate with cross-functional teams to prioritize product features and enhancements.
- Utilize customer feedback, market analysis, and competitive landscape for feature prioritization.
- Oversee the design and implementation of user-friendly interfaces and interactions.
- Ensure a seamless user experience across different platforms and applications.
- Source and manage diverse, high-quality datasets for training language models.
- Identify diverse sources of textual data, ensuring data cleanliness and relevance.
- Manage datasets to represent a wide range of linguistic patterns and topics.
- Design, implement, and fine-tune machine learning models for language generation tasks.
- Optimize models for fluency and coherence.
- Stay updated on the latest advancements in language modeling techniques and incorporate them into training methodologies.
- Assess model performance and identify areas for improvement.
- Refine model architectures and training procedures iteratively.
- Develop and implement ethical guidelines and frameworks for AI systems.
- Ensure fairness, transparency, and accountability in algorithmic decision-making processes.
- Identify and mitigate biases in AI algorithms and datasets.
- Conduct regular audits and evaluations of AI systems to ensure ongoing fairness.
- Ensure that AI systems comply with current laws and industry standards.
- Work with legal and compliance teams to address any regulatory concerns.
- Integrate ethical considerations into AI development with cross-functional teams.
- Conduct regular reviews to ensure the product aligns with strategic goals.
- Communicate complex technical and ethical considerations to non-technical audiences.
Qualifications:
- Bachelor's degree in Computer Science, Engineering, or related field.
- 4 minimum years of experience in product management, preferably with AI or language model products.
- Strong understanding of AI ethics and regulatory compliance.
- Excellent communication and collaboration skills.
- Ability to manage multiple projects and priorities in a fast-paced environment.