3 часа назад
Backend Engineer (Python)
165 000 - 205 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Backend Engineer (Python): Building and maintaining the science platform that runs geo-based marketing experiments, processes daily analysis pipelines, and delivers statistical results with an accent on data-intensive systems, statistical estimation, and Kubernetes-based orchestration. Focus on designing reliable BigQuery pipelines, improving Metaflow execution across Kubernetes, translating research prototypes into production code, and operating autonomous analysis systems.
Location: Hybrid in New York, NY, with preference for candidates within commuting distance of offices in San Francisco, Seattle, or New York City
Salary: $165K–$205K base annually, excluding equity and benefits
Company
provides an AI-driven causal marketing platform that helps businesses measure and optimize the impact of marketing spend.
What you will do
- Build and evolve BigQuery data pipelines that fetch, aggregate, and transform KPI data across geographies and data granularities.
- Extend the statistical estimation library, including new estimators, standard error methods, and performance improvements for large panel datasets.
- Improve the Metaflow-based orchestration system that schedules and executes thousands of daily analyses on Kubernetes.
- Design monitoring, alerting, and self-healing patterns for autonomous production pipelines.
- Translate research prototypes into tested, observable production code with applied scientists and ensure results flow into customer-facing APIs and frontends.
- Participate in on-call rotation and use AI development tools to accelerate delivery.
Requirements
- 3+ years of experience building and shipping production software systems.
- Strong Python proficiency with pandas, NumPy, pytest, and Poetry.
- Experience with large datasets, data pipelines, ETL systems, SQL, and analytical databases such as BigQuery or Snowflake.
- Comfort deploying, monitoring, and operating cloud-native services, preferably in GCP.
- Ability to read statistical code, understand experimental design concepts, and collaborate effectively with scientists and researchers.
- Clear communication skills and experience integrating AI development tools such as Claude, Cursor, or Copilot into software development.
Nice to have
- Experience with workflow orchestration frameworks such as Metaflow, Airflow, Dagster, or Prefect.
- Earlier-stage startup experience and familiarity with statistical or scientific computing.
- Experience with Kubernetes, containerized workloads, event-driven architectures, experimentation platforms, A/B testing infrastructure, or causal inference systems.
- Experience coordinating releases across multiple interconnected repositories.
Culture & Benefits
- Small, mission-driven teams focused on inclusion, collaboration, ownership, and growth.
- Flexible paid time off and equity participation.
- Health, dental, and vision insurance with multiple plan options.
- Work-from-home stipend, office events and offsites, and free lunch when working from the office.
- New parent leave and an in-person collaboration environment.
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