About the role
As Taskly’s AI Product Manager (sometimes titled Product Manager, AI/ML or GenAI Product Manager), you own the features where a language model makes a decision or writes a sentence. Today that includes a classifier that sorts any task into about 1,300 subcategories, content moderation, price suggestions, voice and photo task posting, and semantic search. Each one fails in its own way, and you decide how much failure is acceptable.
You’ll work with engineers who call Groq-hosted models such as Llama and GPT-OSS, with operations who see failures first, and with the founder. In six months every AI feature should have a written evaluation, a cost per call you can quote, and a clear rule for when it hands the decision to a person.
What you’ll do
- Own the roadmap for AI features across posting, moderation, pricing and search, and decide which problems a model should and should not solve. Say no to the ones where a rule or a person does it better.
- Build and maintain evaluation sets for the task classifier and price suggestions from real tasks in Canada and India, and report results before every prompt or model change. No change ships on a hunch.
- Track cost and latency per feature, and set budgets that keep each call affordable at a firm marketplace price.
- Design the trust layer: what a poster sees when the model is unsure, when a person reviews, and how a wrong suggestion gets corrected.
- Write prompts, scoring rubrics and test cases yourself, and review model errors with engineers every week.
- Tie AI quality to marketplace outcomes: tasks posted, offers received, edits to suggested prices and moderation false positives. Review them weekly with the founder.
- Decide when to switch models, add a fallback or turn a feature off, and explain the call in writing.
What you’ll need
- 4+ years in product management, including at least 1 year shipping a feature powered by an LLM or machine-learning model to real users.
- Hands-on evaluation: you have built a labelled test set, measured precision and recall, and used the result to make a decision.
- A working grasp of cost and latency trade-offs between model sizes, caching and fallbacks.
- SQL, and the habit of reading logs and real model outputs rather than summaries.
- Judgment about when not to use a model: you can name tasks where a rule, a search or a person does the job better.
- The ability to explain to a non-technical teammate why a model is wrong and what you will do about it.
Education: A degree is welcome but not required; AI features you shipped and measured matter more.
Nice to have
- Experience at a marketplace (Airbnb, Uber, Urban Company, Swiggy, Airtasker, TaskRabbit, Upwork) or another two-sided product.
- Work on moderation, fraud or trust-and-safety models.
- Python for analysis notebooks, and familiarity with LangChain, LangSmith or Promptfoo.
- Experience with embeddings and semantic search.
Skills and tools
- AI Product Management
- LLM
- Generative AI
- Prompt Engineering
- LLM Evaluation
- Evals
- Semantic Search
- Embeddings
- SQL
- Python
- LangChain
- A/B Testing
- Product Analytics
Where you’ll work
- Remote. Fully remote. Open to people who live and can legally work in India, the United States, Canada or the United Arab Emirates. You work from your own country, so there is no relocation and no visa to arrange.
- Shared hours. The team overlaps for two hours each weekday: 8:30–10:30 am Eastern · afternoon in Dubai, evening in India. The rest of your day is yours to arrange.
How we hire
- 1Apply in about five minutes: your resume and a few questions
- 2A 45-minute conversation with the person you’d work beside
- 3One paid day on a real problem
- 4A decision in writing, with the reason
A person replies to every application within ten working days, even if it’s a no.
About Taskly
Taskly is a marketplace for getting anything done. Someone posts a task in their own words — typed, spoken or as a photo — and people who have been reviewed and approved send offers at a firm price. They pick one, and it gets done: a TV mounted, a website built, a parent taught to use their phone. We’re live in Canada and India and opening to more countries, built by a small team that works remotely across India, the US, Canada and the UAE.
Questions about this role
Straight answers to what people ask most.
Is the AI Product Manager role remote?
Yes, fully remote. You can work from India, the United States, Canada or the United Arab Emirates, and the team overlaps for two hours each weekday: 8:30–10:30 am Eastern · afternoon in Dubai, evening in India.
How much experience do I need?
About 4+ years. It’s a guide, not a cut-off: if you can do the work described here, apply.
What does the AI Product Manager role pay?
Pay isn’t listed here yet. It depends on the country you work from and your experience, and it’s discussed openly in your first conversation.
How do I apply?
Upload your resume on the application page and answer a few short questions. It takes about five minutes, with no cover letter and no account. A person replies within ten working days, yes or no.
What does the hiring process look like?
A 45-minute conversation with the person you’d work beside, then one paid day on a real problem, then a decision in writing, with the reason.
Do I need to write code?
No. You need to read model outputs, write prompts and test cases, and query data in SQL, but engineers write the production code.
Something else? Ask it in your application. A person reads it and answers within ten working days.
We don’t use AI to screen, score or rank applications: a person reads every one. If you upload a resume, AI reads it only to pre-fill your form, and you check every field before you send.
Taskly is an equal opportunity employer. We welcome people of every background, gender, age, religion, disability, sexual orientation and nationality, and we don’t ask about any of them. If anything about the process doesn’t work for you, tell us in your application and we’ll change it.
Apply for AI Product Manager
Your resume and a few questions. About five minutes, no cover letter, no account.
Apply now →