Product Data Scientist — End-to-End Impact in AI

Dreamerlabs; Sydney; On-site; AUD 120,000 - 180,000; Full time

Benefits offered by this job

Above-market pay

Meaningful equity

Growth without management

All meals covered

Unlimited workspace budget

Dog-friendly office

Visa sponsorship

Job summary

Dreamerlabs is building a new category of entertainment powered by AI characters, with a data-centric product mindset. You’ll own data science for a product area, set up logging, run experiments, and turn results into decisions that affect millions of users every month.

You’ll work with the founders to prioritise investigations and deliver measurable outcomes, driving improvements across chat, image, and video experiences using modern AI tools and a scalable data stack.

Qualifications

• You’ve found something that mattered. An investigation, experiment or analysis that changed a real product decision.
• Product judgement. You understand users, form a view on what’s worth building, and back it with evidence.
• End-to-end ownership. You turn an ambiguous question into an answer the team acts on without someone breaking it into tasks, and you check what happened after.
• Technically minded. You can create and debug event logging, read and write code, and understand product flows.
• Rigour and pragmatism. You check the data yourself, verify that it’s correct and make your conclusions traceable.
• Clear communication. You explain your thinking succinctly, with data, and challenge ideas constructively.
• Curiosity about AI. You keep up with new models and tools and learn new areas very quickly.
• Hunger. You want to win, hold yourself to high standards, and want the responsibility of owning something important.

Responsibilities

• Own data science for a product area, end to end: set up logging, run experiments, measure outcomes and decide what to build next.
• Work with founders to prioritise investigations and drive real outcomes for millions of users monthly.
• Identify what changes improve chat, image or video results and measure model improvements.
• Run A/B tests, monitor data pipelines and diagnose unexpected results.
• Explain changes in user behaviour and build automated monitoring to diagnose it.

Skills

Data science

Experiment design

Product analytics

Event logging

End-to-end ownership

Technical mindset

Communication

Curiosity about AI

Hunger for impact

Tools

Postgres

ClickHouse

Temporal

AWS

TypeScript

Next.js

React

Job description

Dreamerlabs is building a new category of entertainment powered by AI characters, with a data-centric product mindset. You’ll own data science for a product area, set up logging, run experiments, and turn results into decisions that affect millions of users every month.

You’ll work with the founders to prioritise investigations and deliver measurable outcomes, driving improvements across chat, image, and video experiences using modern AI tools and a scalable data stack.