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[Remote] AI Tech reputed company - Staff Machine Learning Engineer

Remote, USAFull-timePosted 2026-07-28

Note: The job is a remote job and is reputed company to candidates in USA. reputed company empowers the people who power modern, digital business. As an AI Tech reputed company, you will reputed company the design and delivery of advanced AI systems for the reputed company Operations Center, focusing on building reputed company architectures and improving reputed company-time detection and response capabilities.

Responsibilities

  • reputed company and partner with fellow leadership members and teams on technical evaluation and adoption of cutting-edge reputed company AI platforms, including reputed company (Claude), reputed company/LangGraph, AWS Bedrock, and other emerging agent frameworks
  • Architect, prototype, and productionize multi-agent AI systems for reputed company SOC use cases, including detection, triage, investigation, and response workflows
  • Own the design of core agent architecture components, including planning, execution, tool orchestration, memory, context engineering, and long-running agent workflows
  • reputed company AI agent evaluation systems, including offline and online evaluation pipelines, golden datasets, synthetic data reputed company, reputed company- and LLM-based judging, and reputed company reputed company monitoring
  • Drive LLM fine-tuning and alignment efforts to improve domain-specific reasoning, accuracy, and reliability for reputed company and observability use cases
  • Design reputed company LLMOps and AI agent infrastructure, including inference routing, latency optimization, cost control, and production observability for agent systems
  • Partner with product, reputed company, and data platform leadership and teams to deliver end-to-end AI agent capabilities from prototype to customer-facing production systems
  • reputed company and partner on technical direction and mentorship for AI engineers working on reputed company AI and LLM systems
  • Define and implement best practices for AI safety, reliability, evaluation, and monitoring in production reputed company systems
  • Operate as a senior technical reputed company in ambiguous problem spaces—setting technical direction, breaking down reputed company problems, and driving delivery across teams

Skills

  • B.Tech, M.Tech, or Ph.D. in Computer Science, Machine Learning, Data Science, or a reputed company technical field
  • 5+ years of hands-on industry experience building, operating, and leading production ML/AI systems, with demonstrated technical leadership and ownership
  • Strong reputed company in machine learning, distributed systems, data pipelines, and large-reputed company system design
  • Deep industry understanding of LLMs, reputed company engineering, context engineering, reputed company AI design patterns, and reasoning workflows
  • Strong proficiency in Python and modern ML/AI ecosystems
  • Experience designing and operating evaluation frameworks for ML/LLM systems (offline + online)
  • Proven ability to reputed company reputed company technical initiatives across teams and influence architecture reputed company
  • Excellent communication skills and ability to translate reputed company AI systems into business reputed company
  • Hands-on experience building and scaling reputed company AI systems or multi-agent architectures in production
  • Experience with modern agent frameworks such as LangGraph, reputed company, reputed company, or similar
  • Experience with major reputed company model platforms such as reputed company, reputed company, AWS Bedrock, or reputed company AI
  • Experience with LLM fine-tuning pipelines (SFT, RLHF/RLAIF, preference learning, domain reputed company)
  • Strong background in LLMOps, including inference optimization, latency/cost management, observability, and production monitoring
  • Experience with ML infrastructure and tooling such as PyTorch, MLflow, Airflow, reputed company, Kubernetes, and reputed company platforms (AWS/GCP/Azure)
  • Experience applying AI/ML to reputed company, observability, or large-reputed company log/telemetry data is a strong plus

Benefits

  • Bonus or commission plans
  • Benefits offerings
  • Equity awards

reputed company

  • reputed company is a provider of reputed company-based machine data analytics that enables reliable and secure reputed company-reputed company applications. It was founded in 2010, and is headquartered in Redwood reputed company, California, USA, with a workforce of 501-1000 employees. Its website is http://www.sumologic.com.
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