Emerging AI Product Manager — From Prototype to Production

Bizdata Inc; Hinoba-an; On-site; PHP 600,000 - 900,000; Full time

Job summary

Bizdata Inc. is seeking an early-career product professional to modernize how software products are defined, prototyped, developed, tested, and shipped.

You will collaborate with Product, Engineering, QA, Design, and Business teams to convert opportunities into clear use cases, rapid prototypes, and production-ready features. This role involves hands-on work with AI coding models, low-code/no-code tools, APIs, databases, and CI/CD practices to improve delivery speed while maintaining security,

Qualifications

• 1–4 years of relevant experience in Product Management, Business Analysis, Software Delivery, Engineering, QA, Implementation, or related technology roles.
• Freshers are not eligible for this role.
• Strong understanding of the software product development lifecycle, Agile delivery, user stories, acceptance criteria, backlog management, testing, and release processes.
• Hands-on exposure to AI coding assistants, low-code/no-code tools, APIs, databases, integrations, or development.
• You do not need to be a full-time developer, but you must be willing to build, test, debug, experiment, and learn.
• Strong analytical, written, and verbal communication skills with the ability to translate business problems into product and technical clarity.
• Ability to work through ambiguity and take end-to-end ownership of outcomes.

Responsibilities

• Own assigned AI-enabled product features across discovery, prioritization, requirements, prototyping, development, validation, launch, adoption, and iteration.
• Translate customer and business problems into clear use cases, user stories, workflows, acceptance criteria, edge cases, and measurable outcomes.
• Use AI development and vibe-coding tools to build proof-of-concepts, working prototypes, workflow demonstrations, test utilities, and implementation references.
• Work hands-on with Engineering during solution design and implementation, clarify requirements, challenge unnecessary complexity, and remove delivery blockers.
• Establish practical AI-assisted delivery practices, including prompt and context standards, prototype-to-production handoffs, evaluation checkpoints, versioning, CI/CD alignment, observability, and release readiness, quality, failure recovery, performance, and regression impact.
• Participate in feature testing, reproduce defects, assess severity, and verify that releases solve the intended customer problem.
• Define evaluation criteria for AI-powered features, including quality, groundedness, consistency, latency, cost, safety, human review, and fallback behaviour where applicable.
• Maintain a focused product backlog with clear priorities, dependencies, decisions, release scope, and trade-offs. Drive fast but controlled releases while balancing enterprise requirements such as security, access control, auditability, reliability, and maintainability.
• Collect customer feedback and product usage signals after release and convert learnings into product improvements. Document reusable product patterns, AI delivery practices, test scenarios, and key learnings for wider team adoption.

Skills

Product management

Agile delivery

User stories

Backlog management

Analytical skills

Communication skills

Problem translation

Education

BE/BTech

MBA

Tools

AI coding assistants

Low-code/no-code tools

APIs

Databases

CI/CD tooling

Logging/Monitoring

Job description

Bizdata Inc. is seeking an early-career product professional to modernize how software products are defined, prototyped, developed, tested, and shipped.

You will collaborate with Product, Engineering, QA, Design, and Business teams to convert opportunities into clear use cases, rapid prototypes, and production-ready features. This role involves hands-on work with AI coding models, low-code/no-code tools, APIs, databases, and CI/CD practices to improve delivery speed while maintaining security,