As an Associate Product Manager (AI/ML), your role involves supporting the development of AI-powered products and features. You will work closely with data scientists, engineers, and business teams to define use cases, shape product strategy, and ensure AI solutions deliver real user value. Unlike traditional APM roles, this position requires a basic understanding of AI/ML concepts and their practical applications. **Key Responsibilities:**
Assist in defining AI/ML-powered features and product roadmaps
Translate business problems into AI-driven solutions
Write transparent product requirement documents (PRDs) for AI features
Work with data scientists to understand models, datasets, and limitations
Help define success metrics (accuracy, precision, recall, etc.)
Participate in model evaluation and iteration cycles
Identify high-impact AI use cases through research
Gather user feedback and validate product ideas
Balance feasibility, impact, and ethical considerations
Collaborate with ML engineers, backend/frontend teams, and designers
Align stakeholders across technical and business teams
Track feature development and model iterations
Manage timelines, releases, and dependencies
Ensure smooth deployment of AI features
**Required Skills:**
**Product Skills:**
Strong problem-solving and structured thinking
Ability to define clear requirements and prioritize features
Good communication and stakeholder management
**AI/ML Fundamentals:**
Basic understanding of machine learning concepts
Familiarity with terms like supervised learning, NLP, and model evaluation
Awareness of AI limitations (bias, hallucinations, data dependency)
**Data Awareness:**
Ability to interpret metrics and experiment results
Basic knowledge of SQL or data analysis tools (nice to have)
**Qualifications:**
Bachelor's degree in Engineering, Computer Science, Business, or related field
2-7 years of experience (product, analytics, or AI-related internships count)
MBA or AI/ML coursework is a plus As an Associate Product Manager (AI/ML), your role involves supporting the development of AI-powered products and features. You will work closely with data scientists, engineers, and business teams to define use cases, shape product strategy, and ensure AI solutions deliver real user value. Unlike traditional APM roles, this position requires a basic understanding of AI/ML concepts and their practical applications. **Key Responsibilities:**
Assist in defining AI/ML-powered features and product roadmaps
Translate business problems into AI-driven solutions
Write transparent product requirement documents (PRDs) for AI features
Work with data scientists to understand models, datasets, and limitations
Help define success metrics (accuracy, precision, recall, etc.)
Participate in model evaluation and iteration cycles
Identify high-impact AI use cases through research
Gather user feedback and validate product ideas
Balance feasibility, impact, and ethical considerations
Collaborate with ML engineers, backend/frontend teams, and designers
Align stakeholders across technical and business teams
Track feature development and model iterations
Manage timelines, releases, and dependencies
Ensure smooth deployment of AI features
**Required Skills:**
**Product Skills:**
Strong problem-solving and structured thinking
Ability to define clear requirements and prioritize features
Good communication and stakeholder management
**AI/ML Fundamentals:**
Basic understanding of machine learning concepts
Familiarity with terms like supervised learning, NLP, and model evaluation
Awareness of AI limitations (bias, hallucinations, data dependency)
**Data Awareness:**
Ability to interpret metrics and experiment results
Basic knowledge of SQL or data analysis tools (nice to have)
**Qualifications:**
Bachelor's degree in Engineering, Computer Science, Business, or related field
2-7 years of experience (product, analytics, or AI-related internships count)
