ApplySarthiStaff Data Engineer
eucalyptus
Tailor my CV for this job, freeView job and applyYour CV rewritten for this role, from your real experience. Sign in with Google, nothing to install.
Got this interview? Our apps help you get the job.
Skills named in this job
Read from the description itself, not inferred.
This role on the market
10,147 open data roles across 1,011 companies are on ApplySarthi right now, most of them in Bengaluru (523), Hyderabad (359), Mumbai (157).
- Data Center Infrastructure Engineer Intern, Summer 2027 - West CoastAmazon
- Data Platform EngineerClickhouse
- Principal Software Engineer (AI & Data Products)Jobgether
- Software Engineer, Frontier Data Products Mercor
- Business Operations & Data Specialist (Finance)Destinusgroup
What data roles keep asking for: Python (39%), SQL (34%), AWS (29%), Machine learning (19%), Spark (15%), Databricks (14%), Stakeholder management (13%), Azure (13%) — counted across their open postings here.
Data Engineer jobs in Germany · Remote Data Engineer jobs · AWS jobs · Airflow jobs · BigQuery jobs · CI/CD jobs
eucalyptus has 7 open roles listed here.
- Senior Data Engineer
- Engineering Manager
- Commercial Senior Manager, Expansion Markets
- Senior Product Designer, London, UK
- Director of Retention & Monetisation
Counted across 14 company job boards, updated as roles open and close.
Preparing for this interview
Interviews for data roles keep coming back to Python, SQL, AWS, Machine learning. Practise those questions before you sit with eucalyptus.
Questions you are likely to be asked
- Why do you want to join eucalyptus?
- What is your experience with BigQuery? Tell me one thing you learned the hard way.
- How would you explain your model's result to someone who is not technical?
- What would you check first if a model's accuracy dropped after going live?
- When would you not use machine learning for a problem?
Prep Sarthi gives you a free mock interview: an AI interviewer asks you questions like these out loud, from your own CV and this job, and shows your score and your weakest answer.
Practise the Staff Data Engineer at eucalyptus interview free →We're the world's leading consumer healthcare platform, supporting millions of patients across the US, Australia, the UK, Germany, Japan, Spain and Canada.
We're driven by the belief that good health should last a lifetime, and that to get there we need to deliver the personalised, high quality and empathetic care that the traditional system cannot support.
You'll partner with our care teams of prescribers, nurses, health coaches, pharmacists and dietitians to support patients across preventative health, weight management and specific women's and men's health conditions.
We joined Hims & Hers so that you can do all of the above on a bigger scale, with more ambition, a stronger global brand and the resources to deliver care to patients in dozens of countries.
We're looking for people who appreciate and are excited by the enormity and uniqueness of this challenge, and want to work in the most ambitious, smart, fast moving and positive sum environment of their lives to transform how healthcare is delivered globally.
We hope that's you.
About the Role
As a Staff Data Engineer, you will take responsibility for our most complex data platform work, owning the ingestion pipelines, streaming infrastructure and platform capabilities that Analytics Engineering, Data Science and business teams rely on every day. Based in our London HQ, you will support the Hims US business as part of the wider Hims & Hers data community, working closely with data teams on both sides of the Atlantic.
Working across data engineering, platform engineering and analytics, you will act as the directly responsible owner for multi-sprint initiatives, including CDC connector buildouts, our BigQuery warehouse workstreams and event-streaming infrastructure. You will also mentor Senior Data Engineers, helping them grow from squad-level to cross-squad impact, and help raise the engineering standards of the whole team as we scale our preventative care ecosystem globally.
What You’ll Do
- Guide Platform Initiatives: Take ownership of high-complexity, multi-sprint initiatives, including CDC connector buildouts, BigQuery warehouse workstreams, event-streaming infrastructure, lower environments and adoption of shared standards.
- Build Dependable Ingestion: Design and maintain ingestion pipelines and platform infrastructure, from source connectivity through the raw and cleansed warehouse layers, that Analytics Engineering, Data Science and business teams rely on daily. Take responsibility for production deployments of containerised services on Kubernetes (EKS) across our AWS and GCP environments.
- Run Streaming Pipelines: Design and look after event-driven and streaming pipelines using Kafka (AWS MSK) and Flink on EKS, delivering CDC and user event tracking (UET) streams into BigQuery, with scaling approaches, cost guardrails, consumer lag alerting and runbooks in place before production rollout.
- Own CDC Ingestion: Take responsibility for change-data-capture pipelines from source systems into BigQuery end to end, from Terraform provisioning through schema change governance and production monitoring.
- Own Data Contracts: Take responsibility for raw-to-cleansed data contracts, schema governance and SLAs, agreeing expectations with the teams who depend on them.
- Champion Data Quality: Ship pipelines with built-in quality checks, including dbt tests, anomaly detection, schema validation and data-drift alerting, so our data stays trustworthy.
- Strengthen System Reliability: Agree KPIs and SLOs, build monitoring and alerting as code with Datadog (or equivalent), join the on-call rotation, and look after Tier 1 tickets and runbooks across your area, working through the root causes rather than the symptoms.
- Empower Data Teams: Build platform capabilities that unblock Analytics Engineering, Data Science and ML roadmaps. Partner with legal, security and DevOps on compliance controls, including HIPAA/PHI handling, UK GDPR and cross-border access to patient data, and on IaC hardening.
- Mentor & Share Standards: Mentor Senior Data Engineers through design reviews, code reviews and pairing, helping them grow their impact to cross-squad scope. Help the team adopt good practice in testing, CI/CD, observability as code, Airflow, dbt and Schema Registry governance, and join ARC reviews for changes with cross-team or financial impact.
About You
- Platform Engineering Depth: You are a highly experienced data engineer (typically 8+ years) who has designed, built and run production ingestion and streaming platforms at scale. You are confident in Python and SQL, comfortable with Kafka, Flink, dbt, Airflow and BigQuery, and ideally have built Kafka-ecosystem services in Kotlin, Go or similar.
- Initiative Ownership: You have taken ownership of complex, multi-sprint technical initiatives as the directly responsible owner, from scoping and design docs through to production rollout, and can keep several teams aligned along the way.
- Reliability Mindset: You treat reliability as part of the design. You have set SLOs, built monitoring and alerting as code, worked on-call rotations and written the runbooks that make operations repeatable.
- Data Quality & Governance: You build quality checks into pipelines from the start, and you have experience with data contracts, schema governance and tooling such as a Schema Registry.
- Infrastructure as Code: You are comfortable with Terraform and CI/CD patterns across AWS and GCP, and enjoy working alongside DevOps and security colleagues to harden them.
- Mentoring & Influence: You help other engineers grow through design reviews, code reviews and pairing. You work across squads, take part in architecture reviews and share standards that other teams choose to adopt.
- Cross-Functional Collaboration: You work well with Analytics Engineers, Data Scientists, Machine Learning Engineers, legal and security, and can explain technical trade-offs clearly to non-technical colleagues.
Nice to have
- Experience in regulated sectors (such as healthtech, fintech or gaming), finding creative paths forward inside compliance constraints rather than being stopped by them. Familiarity with reverse-ETL / data activation tools such as Hightouch or Segment is also a plus.
Why join Eucalyptus
- What's next - Our goal for the next three years is to support 1 million patients globally to live better for longer, launching into new conditions, demographics and geographies.
- Build something world-changing - We're on the path to becoming the world's largest international digital healthcare company. It will be challenging, fast-paced and deeply rewarding.
- Make real impact - Your work directly shapes patient outcomes and scales evidence-based care across markets.
- Accelerate your growth - High ownership, continuous feedback and dedicated development support.
- Join a motivated team - Talented peers solving complex clinical and operational problems at scale.
What's ahead in the UK
- Be an owner - Your own stake in the business with our employee options programme
- Invest in your growth - Annual development budget plus 3 days of professional development leave
- Work flexibly - Hybrid setup with 3 days a week in our Old Street office, designed for focus and collaboration
- Support your well-being - Private health insurance through Vitality, or a monthly wellness allowance to spend on what matters most to you
- Take time off - 25 days of holiday, enhanced parental leave and work from anywhere 3 weeks a year
- Join a connected team - A vibrant office culture with regular socials, clubs, after-school sport and seasonal events
At Eucalyptus, we value individuals from all backgrounds, experiences, and perspectives, and we embrace the unique qualities each person brings. When you apply, please let us know of any reasonable adjustments you may need during the interview process. We use AI-assisted tools across our business to help our teams work more efficiently, including within our recruitment process. These tools support our team — all hiring decisions are made by real people, and every application is reviewed by a member of our recruitment team.
Match this job to your CV
ApplySarthi scores your CV against this role, shows the skills you are missing, and writes a tailored version for the application.
Check my match →Similar open roles
- Director of People Partnering, EMEAeucalyptus
- Director of Retention & Monetisationeucalyptus
- Senior Product Designer, London, UKeucalyptus
- Commercial Senior Manager, Expansion Marketseucalyptus
- Senior Data Engineereucalyptus
- Engineering Managereucalyptus
- Staff Data EngineerSonarsource
- Staff Data EngineerMoonPay
Need answers during your interview? Try Live Sarthi.
Live Sarthi, an Interview Sarthi app, shows answer suggestions during the call.
- Hidden from supported screen sharingThe overlay stays out of supported Windows screen captures.
- Answers start in about 1.5 secondsResponse time varies with your connection and model.
- From your own CVYour projects and your experience, not a generic script.
- 30 minutes freeThen ₹149 for a 2-day pass with unlimited calls — you pay for the days you are interviewing, not a subscription.
A Windows app, from the same team as ApplySarthi.
Listed on arbeitnow · posted 2026-11-14. ApplySarthi collects openings and links to application pages; the role is advertised by eucalyptus, not by us.