Lead Analytics Engineer
Create the data foundation that drives Healf forward. You’ll build trusted models and pipelines that turn complexity into clarity and empower every team to make smarter, faster decisions.

Build the Future of Wellbeing
Do Your Life’s Best Work
If modern wellbeing were redesigned from scratch, it wouldn’t live in a GP’s office or a cluttered supplement aisle. It would be digital-first, beautifully curated, and powered by data that actually helps you feel your best.
That’s what we’re building at Healf. An ecommerce platform at the intersection of personalised health and curated wellbeing. We connect customers with the world’s most effective products across EAT, MOVE, MIND, and SLEEP, and we’re just getting started.
We combine culture-shaping storytelling, cutting-edge health tech (like our new blood testing platform, Healf Zone), and a best-in-class product experience to help people build rituals that work.
Backed by investors behind Soho House, Alo Yoga, Cult Beauty, and Innocent, we’re scaling fast, and redefining how the world shops and lives well.
About Us
At Healf, we’re not just a company, we’re a movement. Founded by two brothers whose own wellbeing journeys inspired our mission to empower others, Healf is built on grit, determination, and a shared understanding of the power of wellbeing.
Our culture is grounded in The Healf Standard—five principles that define how we work and win:
• We Work Harder Than Anyone Else: Building something that improves lives takes long hours, grit, and sacrifice, but we thrive on it. We all feel energised by what we’re building.
• Never Settle: We challenge the status quo and push ourselves to be better every day. We never settle for mediocrity or the idea that something can’t be done.
• Obsession Over Talent: Talent alone isn’t enough—relentless curiosity and a drive to grow set us apart.
• The Healf Lifestyle: We live what we preach—our personal commitment to wellbeing fuels our professional productivity.
• Stronger Together: Everyone owns their lane, but we run as a unit.
With Healf Zone on the horizon, we’re entering the next phase of our journey: closing the loop on health with personalised, preventative care that unlocks longevity and optimised wellbeing. This is your chance to help build something that’s not only extraordinary, but a first of its kind.
The Role
We’re looking for a Lead Analytics Engineer to build the data foundation that powers Healf’s next stage of growth. You’ll take ownership of our dbt transformation layer, shape our Snowflake environment, and architect the pipelines that move data from event capture through to analytics and ML use cases.
This role sits at the centre of our data ecosystem, partnering across Product, Engineering, and Analytics to ensure our event streams, warehouse models, and downstream systems operate with reliability, performance, and clear contracts. If you love turning chaos into clarity, designing systems that scale, and raising the engineering bar for an entire organisation, this is your lane.
Where You’ll Make An Impact
•Architect and own Healf’s core dbt models and warehouse layer, transforming messy reality into consistent, reliable, and well-governed datasets.
• Design and strengthen our ingestion and event-driven pipelines (including clickstream and operational data), ensuring resilience, versioning, and scalability.
• Build and optimise our Snowflake environment for performance, governance, and cost efficiency, with a clear understanding of high-volume event data.
• Partner with Engineering to ensure clean data contracts between producers (application/event layer) and consumers (analytics and ML).
• Support ML and experimentation use cases by designing feature-ready datasets with strong point-in-time correctness and data integrity.
• Establish the gold standard for modelling, testing, documentation, monitoring, and analytics engineering best practice across the team.
• Mentor other analytics engineers, levelling up the team and embedding a culture of craftsmanship and ownership.
What You’ll Bring
• Deep experience owning and developing dbt transformation layers at scale.
• Strong data engineering fundamentals, including experience working with event-driven systems (e.g. Kafka or similar), high-volume clickstream data, and pipeline reliability.
• Mastery of SQL and modern data warehousing fundamentals.
• Proven expertise in Snowflake optimisation, including performance tuning, governance, and cost control.
• Experience designing data models that support ML workflows (e.g. feature tables, point-in-time joins, training/inference consistency).
• Hands-on experience with ingestion tooling such as Airbyte, Fivetran, or similar.
• A track record of taking ambiguous business and product requirements and turning them into scalable, production-grade data systems.
• Comfort operating autonomously in a fast-paced environment where you set the bar, not follow it.
Bonus Points If You Have
• Experience working with streaming platforms (Kafka or equivalent) in production.
• Ecommerce or consumer-tech data exposure, especially in event-heavy D2C environments.
• Familiarity with AWS and cloud-native data tooling.
• Prior work building data foundations that directly power ML, experimentation, or personalisation systems.
Why Join Healf
• Do your life’s best work: Build something that matters, with a team that moves fast and aims high
• Surround yourself with A+ talent: You’ll work with high-performers who care deeply and raise the standard every day
• Be a builder: This isn’t a cog-in-the-machine role. You’ll help shape our voice, culture, and growth
• Wellbeing is the lifestyle: From office yoga to Healf Zone insights, everything we do is rooted in our pillars: EAT MOVE MIND SLEEP
• Premium Wellhub Membership: Unlimited entry to 1000's of gym, yoga, & fitness studios.
• Exclusive Healf Perks: 50% off all Healf products plus discounted Healf Zone blood testing.
• Nest Pension: Secure your future with our pension contributions.
• Wellbeing-Focused Workspace: Incredible Hammersmith office with great natural lighting.
• Team Connection: Annual company-wide retreat to recharge and bond.
- Team
- Data
- Locations
- London
- Remote status
- Hybrid
About Healf
Healf was founded by two brothers - Max and Lestat - with a relentless drive to reshape health and wellness.
Their journey has been fuelled by hard work, intensity, and a commitment to build something transformative.
Like all of us, they’re here to make a lasting impact.