AI Engineer II - Remote

Overview

As an AI/ML Engineer II at Kraken, you will contribute to the development of infrastructure and tools that support cutting-edge GenAI solutions in the crypto industry.

In Short

• Contribute to developing AI agents for task automation and orchestration.
• Assist in designing systems for intelligent task planning and human-AI collaboration.
• Support the implementation of workflows for efficient task routing across AI models and human operators.
• Build and maintain monitoring systems to track agent performance and workflow efficiency.
• Develop AI/ML pipelines for model training, evaluation, and monitoring in production.
• Collaborate with SREs and cross-functional teams to ensure optimal AI platform performance.
• Work with senior engineers to identify and address AI/ML opportunities for improving scalability and efficiency in operations.
• Stay informed on AI/ML advancements, contributing to team knowledge and fostering innovation in the crypto industry.

Requirements

• Experience building, fine-tuning, and deploying ML systems in production, including LLMs and RAG systems.
• Strong applied ML fundamentals and proficiency in AI algorithms.
• Hands-on experience with post-deployment tasks such as monitoring, rollouts, and re-tuning.
• Proficiency with workflow orchestration tools like Prefect, Airflow, or Argo Workflows.
• Familiarity with deploying web services using container orchestration tools such as Kubernetes (K8s).
• Experience with ML lifecycle tools (e.g., MLFlow, Kubeflow) and inference servers like Triton, TGI, or vLLM.
• Proven ability to build reliable CI/CD pipelines for services and model deployments.
• Strong Python programming skills with expertise in software engineering principles to build scalable systems.
• Strong problem-solving mindset and effective communication skills for cross-team collaboration.

Benefits

• Work in a fully remote environment with a diverse team across 70+ countries.
• Be part of a mission-focused company rooted in crypto values.
• Opportunity to contribute to innovative AI solutions in the crypto industry.
• Collaborate with industry pioneers and experts in the field.
• Access to ongoing learning and development opportunities.