7 часов назад
Senior Software Engineer AI
145 000 - 182 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer AI (ML/LLM infrastructure): Building scalable data pipelines, model-serving infrastructure, and agentic runtime systems for AI-driven accounting agents with an accent on reliability, governance, and production integration. Focus on designing guardrails and observability, automating model and LLM-agent deployment, and optimizing cloud-based ML systems for performance, security, and compliance.
Location: Pleasanton, United States. Candidates within a reasonable commute to a office must work onsite at least 3 days per week.
Salary: $145,000–$182,000 per year, plus eligible short-term and long-term incentive programs.
Company
develops finance automation software, including AI-driven accounting solutions.
What you will do
- Lead the development and optimization of PySpark ETL pipelines and integrations with client data sources, including APIs, FiveTran, Plaid, and internal connectors.
- Design production infrastructure for ML models and LLM-based agents, including model registries, feature stores, inference APIs, and agent runtimes.
- Build CI/CD and experimentation frameworks for model validation, prompt evaluation, regression testing, deployment, and rollback.
- Implement guardrails, authentication, authorization, audit controls, lineage tracking, and compliance mechanisms for AI systems.
- Develop observability and monitoring for data quality, model performance, agent behavior, latency, safety events, and resource usage.
- Lead reliability and incident-response strategies while collaborating with data science, security, product, and engineering teams.
Requirements
- 3+ years of programming experience with Python, Java, or Scala.
- Experience with ML frameworks and orchestration tools such as TensorFlow, PyTorch, scikit-learn, Airflow, Kubeflow, Vertex AI, and MLflow.
- Production experience operating ML and LLM systems across GCP, AWS, or Azure.
- Experience with LangChain, LangGraph, ADK, or similar agentic runtime technologies.
- Strong CI/CD, infrastructure-as-code, DevSecOps, containerization, and Kubernetes skills.
- Experience with observability tools such as Prometheus, Grafana, or New Relic, plus knowledge of Responsible AI governance and auditability.
Nice to have
- Bash scripting and Apache Airflow experience.
- Experience optimizing cloud infrastructure and applying network security protocols.
- Strong critical thinking and the ability to evaluate models, identify limitations, and propose solutions.
- Interest in rapidly evolving AI and data science technologies.
Culture & Benefits
- Professional development seminars and inclusive affinity groups.
- Kind, open, and accepting workplace culture focused on diverse perspectives.
- Short-term and long-term incentive programs for eligible employees.
- Benefits and wellness plans.
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