1 час назад
ML Platform Engineer (AI)
210 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML Platform Engineer (AI): Building and operating the ML platform, pipelines, serving systems, and cloud foundation that run document-understanding, forecasting, and agentic workloads in production, with an accent on reliability, scalability, and cost-efficient inference. Focus on designing reproducible environments, Infrastructure as Code, CI/CD, distributed data interfaces, observability, security, and measurable model quality at high document and LLM/VLM workloads.
Location: On-site in New York, NY; relocation support is available
Salary: $210,000–$300,000 per year, plus equity and bonus
Company
provides AI infrastructure for consumer packaged goods, helping more than 200 brands manage deductions, production planning, finance, accounting, sales, and operations.
What you will do
- Own ML pipelines end to end, from experimentation through production, including training, inference, and agentic workloads.
- Build reproducible environments and streamlined paths for AI/ML teams to move models and agents from prototypes into production.
- Establish cloud infrastructure as code and CI/CD processes for safe ML deployment.
- Serve and optimize inference and forecasting workloads for latency, throughput, and cost, including asynchronous and parallelized model execution.
- Own data interfaces with data engineering, connecting model inputs and outputs to the broader data platform.
- Make reliability, observability, security, privacy, and production model evaluation standard parts of the platform.
Requirements
- 5+ years of experience in MLOps, ML platform, AI infrastructure, or platform engineering on production ML systems.
- Strong ability to write production software and build cloud infrastructure.
- Experience owning production pipelines and evaluating architecture, security, and cost trade-offs.
- Deep understanding of cloud infrastructure, distributed data systems, Infrastructure as Code, CI/CD, and containerized production workloads.
- Strong Python skills and experience working in production application codebases such as Ruby or Java.
- Experience productionizing systems developed by research or AI teams and taking high ownership in a fast-moving startup.
Nice to have
- LLMOps tooling, including tracing, prompt and version management, and evaluation harnesses.
- Inference optimization with vLLM, ONNX, or TensorRT, plus GPU and spot-instance economics.
- MLflow, BentoML, Ray, Airflow, Snowflake, Kafka, vector databases, Bedrock, SageMaker, or Vertex AI.
- Experience with multimodal or generative AI in production.
Culture & Benefits
- Equity and bonus opportunities.
- Fully paid employee health coverage, plus dental and vision insurance.
- 12 weeks of paid parental leave and unlimited PTO.
- 401(k), fertility and family-forming support, and paid relocation to New York City.
- Fully equipped workspace, setup stipend, catered lunches, team dinners, coffee, and snacks.
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