Senior AI/ML Engineer - Enterprise AI Systems & Production AI Services

remotehunter • United State

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AI Summary

The Senior AI/ML Engineer will design, build, and maintain production-grade AI systems and pipelines, ensuring high-quality, scalable, and reliable AI-driven solutions. This role involves developing evaluation frameworks, monitoring systems, and integrating customer feedback to optimize AI outputs. Ownership spans full lifecycle phases from design to deployment and continuous performance management.

Key Highlights

Ownership of end-to-end AI/ML production systems with focus on reliability, latency, and cost optimization

Expertise in retrieval-augmented generation (RAG), embeddings, and large language model integrations

Full-cycle responsibility for AI pipelines, evaluation metrics, and system performance monitoring

Key Responsibilities

Build and maintain production AI services and pipelines, including retrieval, context construction, and model selection

Develop evaluation datasets, benchmarks, regression tests, guardrails, and fallback mechanisms to ensure AI quality

Monitor and troubleshoot production systems for latency, cost, reliability, and failure resolution

Manage the full data pipeline from raw data ingestion to output generation, incorporating customer feedback

Lead projects through design, implementation, deployment, measurement, and continuous monitoring phases

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Technical Skills Required

Python Machine Learning Production AI/ML Systems

Benefits & Perks

Visa sponsorship available

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Nice to Have

Experience with multimodal or enterprise workflows

Familiarity with Go, PostgreSQL, Redis, React, TypeScript, GCP, Terraform, Docker, or Datadog

Systems thinking and pragmatic technical debt management

Job Description

About Our Client:

The organization operates in the enterprise AI software industry, focusing on process intelligence platforms. It addresses the challenge of transforming complex enterprise data into reliable, measurable AI-powered product experiences. The company is venture-backed and specializes in building advanced AI systems that enhance operational insights and efficiency.

About the Opportunity:

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