ML Engineer: AI Agent Orchestration & Hypothesis Pipelines
Crossing Hurdles
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Job summary
Crossing Hurdles seeks an AI orchestration engineer to design multi-step agentic workflows and memory systems for AI agents. You will translate proofs into technical specs and collaborate with researchers to refine execution strategies.
Responsibilities include building reusable frameworks, evaluating agent performance, and implementing orchestration architectures with various tools. This remote role requires Chile availability and PST overlap.
Qualifications
- Experience with multi-step agentic systems and orchestration frameworks.
- Background in AI/ML applications within STEM fields like Mathematics or Physics.
- Advanced proficiency in Python for software development.
- Experience in LLM orchestration and tool integration.
- Ability to translate complex academic material into modular systems.
- Strong communication skills for collaboration with subject-matter experts.
Responsibilities
- Design and build multi-step agentic workflows for reasoning and validation.
- Collaborate with researchers to translate proofs into technical specifications.
- Develop reusable frameworks and memory systems for AI agents.
- Evaluate and enhance agent performance across execution steps.
- Optimize workflows for hypothesis generation and technical validation.
- Implement architecture frameworks using various orchestration tools.
- Create automated pipelines for structured output generation.
Skills
Education
Tools
Job description
Crossing Hurdles seeks an AI orchestration engineer to design multi-step agentic workflows and memory systems for AI agents. You will translate proofs into technical specs and collaborate with researchers to refine execution strategies.
Responsibilities include building reusable frameworks, evaluating agent performance, and implementing orchestration architectures with various tools. This remote role requires Chile availability and PST overlap.
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