Unusual Ventures

Staff/Senior Software Engineer, Agent Engineering (Helios)

Unusual Ventures$150K — $180K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in software engineering, with a focus on production-level systems.
  • Proven capability in deploying LLM or agent systems past prototype stages.
  • Familiarity with multi-agent workflows and orchestrating stateful executions.
  • Experience with evidence management, resource security, and maintaining contextual integrity in systems.
  • Strong understanding of model-runtime engineering and operational control over nondeterministic systems.

Responsibilities

  • Own and enhance Proxi's agent runtime for new agent-driven product development.
  • Develop systems enabling agents to manage long-running tasks while maintaining project visibility.
  • Create the framework for agent interactions with internal and external systems safely.
  • Integrate agents with retrieval and knowledge systems to ensure evidence-based output.
  • Refine evaluation and release processes, enhancing agent performance while managing cost and risk.

Benefits

  • Innovative work environment that encourages creative problem-solving and experimentation.
  • Flexibility to adapt to critical project needs, offering dynamic work experiences.
  • Direct access to impactful institutional collaborations for significant contributions.
  • Ownership of projects that meaningfully affect decision-making processes in highly regulated industries.
Full Job Description
Staff/Senior Software Engineer, Agent Engineering

New York City | Full-time | On-site in SoHo, five days per week

Reports to the CTO and works directly with the founding team

Advance the agent runtime that powers Proxi's research, analysis, and action capabilities. Our agents must decompose open-ended objectives, retrieve trustworthy evidence, use tools safely, coordinate long-running work, and produce high fidelity outputs that remain traceable to their sources.

At Helios you will own the systems that make agent behavior reliable in production, including execution state, tool use, context, memory, model routing, recovery, evaluation, and security - improving Proxi's ability to perform meaningful work over hours without losing context, exceeding their authority, silently failing, or producing unsupported conclusions.

You will also advance the reasoning and memory layer built on top of the Helios Rapid Ontology System (H.R.O.S.), enabling agents to accumulate knowledge, recognize change, resolve contradictions and carry direct source context across workflows.

We are looking for a senior engineer who has shipped production LLM or agent systems beyond the prototype stage. You should be comfortable diagnosing nondeterministic failures, enforcing boundaries between model judgment and deterministic software and deciding when a workflow requires autonomy, human approval, or conventional application logic.

Expected areas of expertise:

  • Production orchestration for stateful, long-running, and multi-agent workflows.
  • Tool and action infrastructure with strong contracts, permissions, and approval boundaries.
  • Retrieval, context engineering, evidence management, and persistent agent memory.
  • Model-runtime engineering across providers, latency profiles, and deployment environments.
  • Evaluation, tracing, security, and operational control of nondeterministic systems.


KEY RESPONSIBILITIES

  • Own Proxi's agent runtime and strengthen foundations for building new agent-driven products.
  • Build the systems that allow agents to own long-running work from assignment through completion. Agent activity should remain visible, steerable, and connected to the relevant project, people, evidence, deadlines, and deliverables in Action Rail.
  • Build the tool and action framework agents use to interact with internal systems and external services safely.
  • Connect agents to Proxi's retrieval and knowledge systems so reasoning, memory, citations, and generated artifacts remain grounded in authoritative evidence.
  • Improve the evaluation and release discipline for agent behavior, traces and simulations to improve quality while controlling latency, cost, and risk.


NICE TO HAVE

  • Experience deploying agent systems in government, defense, legal, healthcare, or other regulated environments.
  • Familiarity with policy and legal research where temporal accuracy, provenance, and citation precision are essential.
  • Experience operating self-hosted or multi-provider inference in restricted environments.
  • Experience building agents that create durable artifacts or perform permissioned actions on a user's behalf.


WORKING AT HELIOS

This is a full-time, in-person role based in our SoHo office in New York City. Team members are expected to work from the office five days per week when they are not deployed with customers.

Certain customer engagements may require background checks, security reviews, access approvals, or eligibility for a U.S. government security clearance. Some projects may be subject to U.S. citizenship or other customer-specific access requirements.

We're not looking for passengers; we want driven innovators with a hunger to build from the ground up - obsessed with pushing the boundaries of natural language understanding, document processing, and personalized relevance.

Helios is a fast-moving startup with ambitious goals. This is not a conventional 9-to-5 role. We expect flexibility during critical deployment periods, customer incidents, product launches, and other company-critical work. In return, this role offers unusual ownership, direct access to consequential institutions, and the opportunity to build systems that affect how major decisions are made.

HOW WE WORK
  • Own outcomes, not just assigned tasks. Identify what needs to happen and drive it through completion.
  • Move quickly without lowering the standard. Speed and rigor are complementary.
  • Stay close to the mission and the user. The best decisions begin with the real problem.
  • Work across boundaries. Everyone contributes beyond the narrow limits of a job title.
  • Communicate directly. We value clear thinking, honest feedback, and low-ego collaboration.
  • Build for the real world. Our systems must perform in complex, regulated, and high-stakes environments.

About Unusual Ventures

Unusual Ventures is a venture capital firm that invests in early-stage startups. The firm was founded in 2018 by John Vrionis and Jyoti Bansal. Unusual Ventures focuses on investing in companies that are using technology to disrupt traditional industries. The firm has invested in companies such as Freenome, Figma, and Guild Education.
Learn more about Unusual Ventures
Size
10 employees
Industry
Founded
2018

Similar Jobs

More Jobs at Unusual Ventures

More Information Technology Jobs

Find similar Staff/Senior Software Engineer, Agent Engineering (Helios) jobs: