Technical Product Manager (Ads / AI Growth) — TPdM

Role Overview

We are looking for a Technical Product Manager (TPM) to lead the development of AI-powered advertising and growth products.

You will sit at the intersection of AI systems, advertising platforms, and performance growth, translating complex ad-tech and data problems into scalable product and system solutions that directly impact revenue and marketing performance.

This role requires a strong combination of product thinking, technical depth, and understanding of digital advertising systems.

Key Responsibilities

1. AI Ads Product Strategy

• Define the product strategy for AI-driven advertising systems, including:

  • AI-generated ad creatives (copy, image, video)

  • Automated campaign optimisation

  • Audience targeting and personalisation systems

• Identify high-impact opportunities to improve core metrics such as ROAS, CAC, CTR, and conversion rate

• Translate growth and marketing needs into structured product and system requirements

2. Ads System & Technical Design

• Work closely with engineering teams on the design of core advertising systems, including:

  • Ad ranking and recommendation systems

  • Bidding and budget allocation mechanisms

  • Attribution and measurement models

• Understand and define end-to-end data flows: User events tracking data pipelines modeling optimization loops

• Evaluate trade-offs between performance, scalability, latency, and cost

3. AI-Driven Growth Products

• Build and scale AI-powered advertising products, such as:

  • Automated creative generation systems (text/image/video)

  • Campaign optimization agents (budget, bidding, targeting)

  • Intelligent decision-making systems for ad performance improvement

• Design feedback loops between model outputs and real-world advertising performance

4. Cross-functional Execution

• Partner closely with engineering, data science, and growth teams to deliver high-impact products

• Write PRDs, technical specifications, and define clear success metrics

• Drive execution across multiple stakeholders in a fast-paced, iterative environment

5. Data & Experimentation

• Design A/B testing frameworks to evaluate ad performance and product impact

• Use data to guide product iteration and decision-making

• Define and track key metrics such as ROAS, LTV, CAC, funnel conversion rates

Requirements

Must-have:

• 3–7 years of experience in Product Management, Engineering, Data Science, or Ads/Growth-related roles

• Strong understanding of digital advertising ecosystems (Meta Ads, Google Ads, TikTok Ads, etc.)

• Solid technical background (Computer Science, Engineering, or equivalent hands-on experience)

• Ability to reason about systems, data pipelines, and/or ML models

• Experience working closely with engineering teams on complex system-level products

Preferred:

• Experience in performance marketing, growth, or ad-tech companies

• Familiarity with:

  • Auction and bidding systems

  • Recommendation or ranking systems

  • Attribution models (last-click, multi-touch, incrementality)

• Exposure to AI/ML systems (especially LLMs or generative AI)

• Experience building 01 products in early-stage or fast-paced startup environments

Nice to Have

• Experience building advertising automation or growth optimization tools

• Strong intuition for marketing funnels (impression click conversion retention LTV)

• Experience with generative AI systems for creative production

• Background in quantitative fields (Computer Science, Math, Statistics, Economics)

What This Role Is Not

• Not a purely marketing or growth operations role without technical depth

• Not a Technical Program Manager focused only on execution and timelines

• Not a pure engineering role without product ownership and decision-making responsibility