Data Engineer
Hatch
Software Engineering, Data Science
Sydney, NSW, Australia
Posted on May 24, 2025
This is a Data Engineer role with Human Health based in Sydney, NSW, Australia
More About The Data Engineer Role At Human Health
Our mission is to give everyone access to personalised healthcare.
Nearly three-quarters of the global population are affected by chronic disease (WHO), yet most healthcare innovation targets the wealthy - with concierge clinics, luxury wearables, and $1,000+ blood tests out of reach for most.
Human Health was founded by two ex-Canva product leaders, Kate and Georgia to change that - making precision healthcare radically accessible for the 99%, not just biohackers or billionaires. Human helps people living with chronic conditions like ADHD, autoimmune disease, long COVID, anxiety, and rare illnesses track their health, build a full medical record, and get personalised insights - all while contributing to one of the world’s largest living datasets on chronic illness.
With over 150,000 users and fast-growing adoption, Human is turning real-world health data into research at scale - reshaping treatment pathways and accelerating medical breakthroughs for everyone.
About The Role
What You’ll be doing
Core Responsibilities : You’ll be leading the work in these areas, building in our GCP environment
Build and maintain Near Real-Time (NRT) analytic event data integrations between our different platforms to support Product and Growth
Build and maintain NRT customer data fact and feature stores to power near real time personalised decision making in-app and in marketing experiences
Work embedded within product feature teams to help shape the technical and design trade-offs required to deliver valuable data driven personalised user features through the NRT data assets and services you’re building
Build and maintain offline data assets for business analytics, health research, and data science model development
Supporting Responsibilities : You may be leading or supporting others in these areas, depending on your experience and interests
Build and maintain NRT machine learning and AI model scoring pipelines
Build and maintain Business Intelligence products, infrastructure, and dashboards
Your Skills and Expertise
You’ve Had Experience In Most Of These Areas
Building and operating production data pipelines powering software products
Building and maintaining data warehouse infrastructure and pipelines
Evaluating and implementing vendor tools for customer data management and communication including CRMs, CDP
Working within a product team where your goal was building user experiences, not just delivering on pre-determined technical requirements
You’re Able To
Develop in python and SQL
Communicate clearly and confidently with technical colleagues and leadership
Manage projects and roadmaps tightly in a resource constrained environment
What success in your first year looks like
When you started you took the time to get to know the team, our goals, our direction, and our data engineering needs. Drawing on your experience, you formulated a strategy and roadmap for data engineering, communicating the details, trade-offs and rationale to our technical teams and leadership. The tools and techniques were matched to the nuances of our product and stage, not a cookie cutter approach. You’ve become the glue between our data scientists and back end engineers, keeping us informed and aligned. Because of your work, we’re shipping engaging personalised features at warp speed with ease and confidence. You’ve leant into the joyful chaos of an early stage startup, jumping in and helping out where you can, even if a task isn’t related to the core of your role.
What you'll be responsible for
🔀 Data Pipelines
Develop and maintain processes for the extraction, flow, and transformation of data
🧩 Data Cleaning and Preparation
Extract and clean data ready to use in analysis or to users
Skills you'll need
👥 Collaboration
Works with others by being open, clear in communication and listening to achieve goals
Meet the team
The Human Team
We’re building a diverse, highly connected team. We are a small team where everyone makes an outsized impact. We understand the value that diversity brings to our company and broader society, so we strive to create a working environment where everyone feels heard and valued for their contributions, no matter who they are.
Check out more about the values that guide our team here
Before we jump into the responsibilities of the role. No matter what you come in knowing, you’ll be learning new things all the time and the Human Health team will be there to support your growth.
🟢 Please consider applying even if you don't meet 100% of what’s outlined 🟢
Key Responsibilities
A Final Note: This is a role with Human Health not with Hatch.
- Human Health --
More About The Data Engineer Role At Human Health
Our mission is to give everyone access to personalised healthcare.
Nearly three-quarters of the global population are affected by chronic disease (WHO), yet most healthcare innovation targets the wealthy - with concierge clinics, luxury wearables, and $1,000+ blood tests out of reach for most.
Human Health was founded by two ex-Canva product leaders, Kate and Georgia to change that - making precision healthcare radically accessible for the 99%, not just biohackers or billionaires. Human helps people living with chronic conditions like ADHD, autoimmune disease, long COVID, anxiety, and rare illnesses track their health, build a full medical record, and get personalised insights - all while contributing to one of the world’s largest living datasets on chronic illness.
With over 150,000 users and fast-growing adoption, Human is turning real-world health data into research at scale - reshaping treatment pathways and accelerating medical breakthroughs for everyone.
About The Role
What You’ll be doing
Core Responsibilities : You’ll be leading the work in these areas, building in our GCP environment
Build and maintain Near Real-Time (NRT) analytic event data integrations between our different platforms to support Product and Growth
Build and maintain NRT customer data fact and feature stores to power near real time personalised decision making in-app and in marketing experiences
Work embedded within product feature teams to help shape the technical and design trade-offs required to deliver valuable data driven personalised user features through the NRT data assets and services you’re building
Build and maintain offline data assets for business analytics, health research, and data science model development
Supporting Responsibilities : You may be leading or supporting others in these areas, depending on your experience and interests
Build and maintain NRT machine learning and AI model scoring pipelines
Build and maintain Business Intelligence products, infrastructure, and dashboards
Your Skills and Expertise
You’ve Had Experience In Most Of These Areas
Building and operating production data pipelines powering software products
Building and maintaining data warehouse infrastructure and pipelines
Evaluating and implementing vendor tools for customer data management and communication including CRMs, CDP
Working within a product team where your goal was building user experiences, not just delivering on pre-determined technical requirements
You’re Able To
Develop in python and SQL
Communicate clearly and confidently with technical colleagues and leadership
Manage projects and roadmaps tightly in a resource constrained environment
What success in your first year looks like
When you started you took the time to get to know the team, our goals, our direction, and our data engineering needs. Drawing on your experience, you formulated a strategy and roadmap for data engineering, communicating the details, trade-offs and rationale to our technical teams and leadership. The tools and techniques were matched to the nuances of our product and stage, not a cookie cutter approach. You’ve become the glue between our data scientists and back end engineers, keeping us informed and aligned. Because of your work, we’re shipping engaging personalised features at warp speed with ease and confidence. You’ve leant into the joyful chaos of an early stage startup, jumping in and helping out where you can, even if a task isn’t related to the core of your role.
What you'll be responsible for
🔀 Data Pipelines
Develop and maintain processes for the extraction, flow, and transformation of data
🧩 Data Cleaning and Preparation
Extract and clean data ready to use in analysis or to users
Skills you'll need
👥 Collaboration
Works with others by being open, clear in communication and listening to achieve goals
Meet the team
The Human Team
We’re building a diverse, highly connected team. We are a small team where everyone makes an outsized impact. We understand the value that diversity brings to our company and broader society, so we strive to create a working environment where everyone feels heard and valued for their contributions, no matter who they are.
Check out more about the values that guide our team here
Before we jump into the responsibilities of the role. No matter what you come in knowing, you’ll be learning new things all the time and the Human Health team will be there to support your growth.
🟢 Please consider applying even if you don't meet 100% of what’s outlined 🟢
Key Responsibilities
- 🔗 Build and maintain NRT analytic event data integrations
- 💡 Work embedded within product feature teams
- 📊 Build and maintain offline data assets
- 🔀 Data pipeline development
- 🧩 Data cleaning and preparation
- 👥 Collaboration
A Final Note: This is a role with Human Health not with Hatch.