11 часов назад
Senior Machine Learning Engineer (AI)
211 000 - 249 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (AI): Building production training, inference, release, and monitoring infrastructure for autonomous cybersecurity agents with an accent on reproducibility, model serving, tenant isolation, and cost and latency optimization. Focus on operationalizing ML and LLM-backed systems, implementing canary releases and rollback, and detecting behavioral drift and regressions across customer environments.
Location: Remote in the United States
Base salary: $211,000–$249,000 annually, plus equity in the form of stock options.
Company
develops NodeZero, a cybersecurity platform for autonomous penetration testing and security assessment operations.
What you will do
- Build and own training and post-training pipelines, including data preparation, fine-tuning, preference optimization, experiment tracking, artifact management, and reproducibility.
- Develop production inference and model-serving infrastructure with provider routing, fallback, regional data-residency controls, batching, and caching.
- Own model release workflows with versioned deployable configurations, shadow and canary deployments, tenant-level rollout, and rapid rollback.
- Build model-layer monitoring for behavioral drift, regressions, output quality, latency, token usage, and cost budgets.
- Develop retrieval, embedding, ETL, and GraphQL pipelines that connect model outputs, run history, and evaluation results to products and internal tools.
- Partner with AI researchers, backend engineers, and infrastructure engineers to move prototypes into production and feed operational findings back into research.
Requirements
- Bachelor’s degree in computer science, computer engineering, or a related field, or equivalent practical experience.
- 5+ years of professional software engineering experience with strong production Python.
- Experience taking ML or LLM-backed systems from prototype to production and operating them.
- Hands-on experience with ML pipelines, training or fine-tuning workflows, experiment tracking, model registries, and reproducible data preparation.
- Experience with production model-serving infrastructure, cloud platforms such as AWS, Azure, or GCP, Docker, Kubernetes, SQL, and production data pipelines.
Nice to have
- Experience with agentic systems, supervised fine-tuning, distillation, preference optimization, or reinforcement learning infrastructure.
- Experience with model gateways, multi-provider routing, self-hosted or customer-hosted inference, GPU infrastructure, quantization, or inference optimization.
- Experience with PostgreSQL, Neo4j, GraphQL, Datadog, Prometheus, Grafana, and distributed tracing across model calls.
- Experience shipping ML into regulated, air-gapped, or customer-controlled environments, including FedRAMP-compliant environments.
Culture & Benefits
- Remote work for this role, with a broader mix of remote and hybrid arrangements across the company.
- Health, vision, and dental insurance for employees and families.
- Flexible vacation policy and generous parental leave.
- Full-time employees receive equity in the form of stock options.
- Inclusive, collaborative environment focused on ownership, respect, learning, and results.
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