1 день назад
Staff Software Engineer (Imaging ML)
219 000 - 233 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Software Engineer (Imaging ML): Building computer vision and ML infrastructure across the imaging data lifecycle, from on-microscope acquisition to high-throughput screening pipelines, with an accent on scientific computing, data integrity, and production-scale reliability. Focus on hardening workflows that process millions of images per day, designing distributed systems, and translating research prototypes into validated drug-discovery software.
Location: South San Francisco, California, United States; in-person hybrid schedule with three days per week onsite
Salary: $219,000–$233,000 annual base salary for successful US-based applicants, plus eligibility for an annual performance bonus and equity incentive plan.
Company
is a drug discovery and development company using machine learning and large-scale biological data to develop transformative medicines.
What you will do
- Define and expand computer vision and ML infrastructure across the full imaging data lifecycle.
- Design, develop, and scale platform capabilities for ML-powered high-content imaging screens.
- Build interactive tools for data exploration, quality assessment, and visualization.
- Scale and harden image-processing and ML workflows capable of processing millions of images per day.
- Establish practices for data integrity, lineage tracking, reproducibility, and observability.
- Partner with lab scientists, ML scientists, and microscopy teams while mentoring engineers and owning end-to-end projects.
Requirements
- 8+ years of professional experience building and operating production-grade software and high-throughput data pipelines, primarily in Python.
- Experience designing, building, and deploying scientific computing pipelines, visualizations, and quality-control processes for large-scale imaging or similarly high-dimensional datasets.
- Hands-on experience with a Python-first ML stack and distributed computing tools such as PyTorch, Lightning, Ray, or Kubernetes.
- Experience with workflow orchestration tools such as Argo, Airflow, or redun.
- Track record of owning complex systems from architecture through production operation.
- Ability to translate research needs into practical, scalable software and mentor other engineers.
Culture & Benefits
- Annual performance bonus and equity incentive plan.
- 401(k) plan with employer matching.
- Medical, dental, vision, mental health, and well-being coverage.
- Open, flexible vacation policy and paid parental leave.
- Quarterly learning budget, home-office setup stipend, and monthly cell phone and internet stipend.
- Free onsite baristas, daily lunch for onsite or hybrid employees, and commuter bus service from locations across the Bay Area.
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