2 дня назад
Staff ML Engineer (AI)
130 000 - 190 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff ML Engineer (AI/Python): Building and operating production-grade AI services and high-throughput pipelines for text analytics and LLM-based products with an accent on reliability, measurable AI quality, and scalable cloud data platforms. Focus on distributed processing, model evaluation and monitoring, fault-tolerant architecture, and balancing throughput, latency, inference cost, and quality.
Location: Remote USA
Base salary: $130,000–$190,000 per year, plus a discretionary bonus or commission and benefits.
Company
provides experience measurement, data analytics, and AI-powered insights for healthcare and other complex industries.
What you will do
- Lead technical delivery of AI systems from prototype through deployment and ongoing production support.
- Architect and build high-volume AI services and processing pipelines with fault tolerance, backpressure, retries, idempotency, and recovery from partial failures.
- Develop Python services and a Databricks-based platform for distributed processing, model serving, and traditional ML and LLM components.
- Establish standards for automated testing, CI/CD, model and prompt versioning, load testing, controlled rollouts, and rollback.
- Build evaluation and monitoring systems for AI quality, reliability, throughput, latency, and inference cost.
- Guide architecture and code reviews, mentor engineers, and partner with Product, AI Scientists, and Responsible AI teams.
Requirements
- 8+ years of professional software engineering experience, including at least 3 years owning ML or LLM systems in production.
- Advanced Python and strong SQL skills for production services and data processing.
- Experience designing and operating high-throughput distributed systems, including failure recovery, multi-tenancy, and capacity planning.
- Hands-on experience deploying and operating LLM applications with evaluation, output validation, observability, and cost management.
- Strong production engineering experience with automated testing, CI/CD, monitoring, incident response, and root-cause analysis.
- Technical leadership experience across system design, implementation, code review, mentorship, and stakeholder communication.
Nice to have
- Experience with Databricks or comparable cloud-based data and AI platforms.
- Background in NLP, text analytics, unstructured data processing, retrieval-augmented generation, semantic search, or LLM orchestration.
- Experience with speech-to-text, speaker diarization, conversational audio, AWS, Azure, or regulated healthcare environments.
Culture & Benefits
- Collaborative environment focused on customer partnership, ownership, continuous learning, and innovation.
- Competitive benefits package.
- Discretionary bonus or commission tied to achieved results.
- Commitment to an inclusive workplace and reasonable accommodations during the hiring process.
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