Mochi Health
Software Engineer - Data Focused
Mochi Health, San Francisco, California, United States, 94199
About the Role
This role blends software engineering with hands-on analytics and data product work. You’ll architect and build data pipelines, internal tools, and user-facing features, while also shaping the metrics, dashboards, and experiments that drive operational excellence. What You’ll Do
Design, build, and operate data systems end-to-end: ingestion, transformation, storage, orchestration, and serving (batch + real-time). Own the lifecycle of operational metrics—from KPI design and governance to dashboard deployment and stakeholder adoption. Automate high-friction workflows with Python, APIs, and lightweight UIs (e.g., Streamlit/Next.js) to remove bottlenecks across Ops, Care, and Product. Deliver the right surface for the job (Datadog, Streamlit apps, Google Sheets add-ons, or internal React tools) and ensure reliability with CI/CD. Instrument applications to produce trustworthy event data; model that data for analytics and product features (e.g., eligibility, triage, routing). Apply experimentation and inference (A/B testing, forecasting, causal methods) to evaluate product changes and operational interventions. Integrate Generative AI/LLMs where they truly help—summarization, routing, provider tooling—measuring impact and guarding against failure modes. Build performant services (Node.js/Python) and APIs that power dashboards, alerts, and product experiences at scale. Champion reliability, security, and privacy across data and app layers (observability, testing, access controls). Influence engineering culture through code reviews, pair-programming, documentation, and pragmatic technical decisions. Who You Are
Practical data-minded engineer who can design a schema in the morning, ship a Streamlit tool after lunch, and debug a pipeline before stand-up. Strong Python and SQL; write clean, testable code and performant queries on large datasets. Comfortable with modern data stacks (e.g., dbt/Airflow or equivalents), version control, and CI/CD. Experienced with dashboards/BI (Datadog) and building small internal tools (Streamlit/Next.js + React). Fluent in web fundamentals and modern back-end practices (Node.js/Express or Python/FastAPI), plus API design and integration. Clear communicator who can simplify complex topics for clinical, ops, and product partners; proactive, curious, and impact-oriented. Quality-focused: you write unit/integration/e2e tests and create runbooks, API specs, and docs that help others move fast safely. Startup-ready: adaptable, ownership-driven, comfortable with ambiguity and context-switching. Nice to Have
Experience with experimentation platforms, causal inference, time-series forecasting, and metric governance. LLM/GenAI in production (prompting, evaluation, retrieval, observability, guardrails). Real-time systems (WebSockets, event streams via Kafka/Kinesis, Redis pub/sub). Healthcare domain familiarity (claims, eligibility, eRx, payer integrations) and HIPAA/SOC2 practices. Compiled languages (e.g., Go/Rust) or performance-sensitive data work. Data warehousing (Snowflake/Redshift/BigQuery), columnar storage, and cost/perf tuning. Life at Mochi
At Mochi Health, we believe you do your best work when you feel your best. From thoughtfully designed perks and healthcare options to high-impact work and real ownership, everything here is built to support you. Note:
The following are examples of benefits and policies commonly included in this section; exact offerings may vary by role/location. See official policy on site. Daily Meals and Espresso Bar
- Breakfast, lunch, and dinner every weekday. Our on-site barista keeps the espresso and matcha flowing all day. Pre-Tax Commuter Perks
- Save on transit and parking through pre-tax commuter benefits. Top-of-Market Compensation
- We offer competitive salaries along with generous equity packages. Profitable and Rapid Growth
- We’re scaling fast, with financial discipline and long-term vision. High-Impact Work
- Help shape the future of digital healthcare. Your work here directly improves lives and scales nationwide. World-Class Team
- Collaborate with teammates from top universities and companies. We value excellence, humility, and empathy. Comprehensive Benefits
- 401(k) with match, generous time off, life insurance, and medical, dental, and vision plans. Time to Recharge
– Unlimited PTO and true flexibility. We trust you to take the time you need. Wellness First
– Mindfulness sessions, group workouts, and wellness perks. Team Socials and Community
– Regular socials and events; our stocked kitchen helps too. Downtown SF HQ
– Our SF office is steps from transit and great food; designed for deep work and collaboration. -- Salary
- The base salary for this full-time position ranges from $140,000 to $200,000, plus equity and benefits. The salary range represents minimum and maximum targets for new hires across locations; actual compensation varies by factors such as skills, experience, and location. Workplace Policy
Mochi Health is an in-person company based in San Francisco, CA. The team works together five days a week to foster collaboration and dialogue. For office-based roles, standard hours are Monday through Friday, 9:00 a.m. to 7:00 p.m.; hours may vary by role. All employees receive meal and rest breaks in accordance with law. For designated remote roles, this policy does not apply. Mochi Health is an Equal Opportunity Employer. We make all employment decisions based on merit and we prohibit discrimination or harassment. This policy applies to all terms and conditions of employment. Accommodations
Mochi Health complies with the ADA and related laws. We will reasonably accommodate qualified individuals with a disability during the application process and throughout employment. If you need assistance or accommodations, please contact hr@joinmochi.com.
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This role blends software engineering with hands-on analytics and data product work. You’ll architect and build data pipelines, internal tools, and user-facing features, while also shaping the metrics, dashboards, and experiments that drive operational excellence. What You’ll Do
Design, build, and operate data systems end-to-end: ingestion, transformation, storage, orchestration, and serving (batch + real-time). Own the lifecycle of operational metrics—from KPI design and governance to dashboard deployment and stakeholder adoption. Automate high-friction workflows with Python, APIs, and lightweight UIs (e.g., Streamlit/Next.js) to remove bottlenecks across Ops, Care, and Product. Deliver the right surface for the job (Datadog, Streamlit apps, Google Sheets add-ons, or internal React tools) and ensure reliability with CI/CD. Instrument applications to produce trustworthy event data; model that data for analytics and product features (e.g., eligibility, triage, routing). Apply experimentation and inference (A/B testing, forecasting, causal methods) to evaluate product changes and operational interventions. Integrate Generative AI/LLMs where they truly help—summarization, routing, provider tooling—measuring impact and guarding against failure modes. Build performant services (Node.js/Python) and APIs that power dashboards, alerts, and product experiences at scale. Champion reliability, security, and privacy across data and app layers (observability, testing, access controls). Influence engineering culture through code reviews, pair-programming, documentation, and pragmatic technical decisions. Who You Are
Practical data-minded engineer who can design a schema in the morning, ship a Streamlit tool after lunch, and debug a pipeline before stand-up. Strong Python and SQL; write clean, testable code and performant queries on large datasets. Comfortable with modern data stacks (e.g., dbt/Airflow or equivalents), version control, and CI/CD. Experienced with dashboards/BI (Datadog) and building small internal tools (Streamlit/Next.js + React). Fluent in web fundamentals and modern back-end practices (Node.js/Express or Python/FastAPI), plus API design and integration. Clear communicator who can simplify complex topics for clinical, ops, and product partners; proactive, curious, and impact-oriented. Quality-focused: you write unit/integration/e2e tests and create runbooks, API specs, and docs that help others move fast safely. Startup-ready: adaptable, ownership-driven, comfortable with ambiguity and context-switching. Nice to Have
Experience with experimentation platforms, causal inference, time-series forecasting, and metric governance. LLM/GenAI in production (prompting, evaluation, retrieval, observability, guardrails). Real-time systems (WebSockets, event streams via Kafka/Kinesis, Redis pub/sub). Healthcare domain familiarity (claims, eligibility, eRx, payer integrations) and HIPAA/SOC2 practices. Compiled languages (e.g., Go/Rust) or performance-sensitive data work. Data warehousing (Snowflake/Redshift/BigQuery), columnar storage, and cost/perf tuning. Life at Mochi
At Mochi Health, we believe you do your best work when you feel your best. From thoughtfully designed perks and healthcare options to high-impact work and real ownership, everything here is built to support you. Note:
The following are examples of benefits and policies commonly included in this section; exact offerings may vary by role/location. See official policy on site. Daily Meals and Espresso Bar
- Breakfast, lunch, and dinner every weekday. Our on-site barista keeps the espresso and matcha flowing all day. Pre-Tax Commuter Perks
- Save on transit and parking through pre-tax commuter benefits. Top-of-Market Compensation
- We offer competitive salaries along with generous equity packages. Profitable and Rapid Growth
- We’re scaling fast, with financial discipline and long-term vision. High-Impact Work
- Help shape the future of digital healthcare. Your work here directly improves lives and scales nationwide. World-Class Team
- Collaborate with teammates from top universities and companies. We value excellence, humility, and empathy. Comprehensive Benefits
- 401(k) with match, generous time off, life insurance, and medical, dental, and vision plans. Time to Recharge
– Unlimited PTO and true flexibility. We trust you to take the time you need. Wellness First
– Mindfulness sessions, group workouts, and wellness perks. Team Socials and Community
– Regular socials and events; our stocked kitchen helps too. Downtown SF HQ
– Our SF office is steps from transit and great food; designed for deep work and collaboration. -- Salary
- The base salary for this full-time position ranges from $140,000 to $200,000, plus equity and benefits. The salary range represents minimum and maximum targets for new hires across locations; actual compensation varies by factors such as skills, experience, and location. Workplace Policy
Mochi Health is an in-person company based in San Francisco, CA. The team works together five days a week to foster collaboration and dialogue. For office-based roles, standard hours are Monday through Friday, 9:00 a.m. to 7:00 p.m.; hours may vary by role. All employees receive meal and rest breaks in accordance with law. For designated remote roles, this policy does not apply. Mochi Health is an Equal Opportunity Employer. We make all employment decisions based on merit and we prohibit discrimination or harassment. This policy applies to all terms and conditions of employment. Accommodations
Mochi Health complies with the ADA and related laws. We will reasonably accommodate qualified individuals with a disability during the application process and throughout employment. If you need assistance or accommodations, please contact hr@joinmochi.com.
#J-18808-Ljbffr