Staff Software Engineer (Platform Architecture & Execution Model)
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AI Summary
About Us
Red Cell Partners is an incubation firm building and investing in rapidly scalable technology-led companies that are bringing revolutionary advancements to market in three distinct practice areas: healthcare, cyber, and national security. United by a shared sense of duty and deep belief in the power of innovation, Red Cell is developing powerful tools and solutions to address our Nation’s most pressing problems.
About Trase
Co-founded in 2023 by Joe Laws and Grant Verstandig, Trase Systems is AI, Uncomplicated. Trase empowers enterprise leaders to harness the full potential of AI without the associated complexity and risks. We are an end-to-end solution for deploying, managing, and optimizing AI in the enterprise. Our platform specializes in bridging the “last mile” of AI adoption, unlocking AI's full potential while driving efficiency and significant cost savings. Trase is at the forefront of AI Agent innovation, topping the Hugging Face GAIA Leaderboard for Generalized AI Assistants, ahead of industry giants such as Google, Meta, Microsoft, and OpenAI. We are leveraging our cutting-edge technologies to develop mission-critical agentic applications in complex industries such as Healthcare, Oil & Gas, and National Security.
About The Role
As Staff Software Engineer, you’ll own the core execution model and platform architecture of Trase OS - the shared platform (“agentic operating system”) that powers all Trase deployments in regulated environments. You’ll define the abstractions and APIs that connect workflows, agents, tools, and product surfaces, and ensure the correctness, scalability, and extensibility of the system.
This is a company-critical role: you are responsible for how the system behaves under real-world conditions, including failure, scale, and security constraints. Your work sets the technical direction for the platform and acts as a force multiplier across all engineering teams.
Clean abstractions and correctness-under-failure are critical because we operate long-lived agents in healthcare/defense environments where auditability and reliability are non-negotiable.
Why This Role Is Needed
Trase OS is an orchestration-heavy system coordinating long-lived workflows, agents, and tools across multiple services and environments.
As the platform evolves, the primary risks shift from implementation to system design quality:
- Poor abstractions create tight coupling across services
- Workflow execution becomes difficult to reason about under failure
- Platform capabilities fragment instead of becoming reusable primitives
- Scaling introduces complexity instead of leverage
This role exists to:
- Define clean, durable abstractions for the platform execution model
- Ensure correctness and determinism in workflow execution
- Translate evolving product requirements into coherent platform architecture
- Enable teams to build on Trase OS without introducing systemic complexity
What Makes This Role Hard
- You are designing systems where failure is the norm, not the exception, and correctness must be preserved across retries, restarts, and partial execution
- You must balance clean abstractions with real-world constraints (performance, security, multi-tenant environments)
- Decisions made here become foundational primitives used across all products and teams
- The system must remain understandable and auditable, even as complexity and scale increase
Responsibilities
- Develop the core execution model (state machine, lifecycle, resource model, failure semantics)
- Design platform APIs/SDKs connecting workflows, agents, tools, and product surfaces; drive versioning & compatibility
- Guarantee correctness via idempotency, deterministic replays, compensating actions, and data integrity
- Engineer reliability at scale: concurrency controls, rate limits, backpressure, sharding/partitioning, and workload isolation
- Build security & governance into the core: RBAC/ABAC, policy enforcement, fine-grained audit & lineage
- Deliver observability: distributed tracing, structured logs, metrics, and evaluation hooks; build an “explainable trail” of agent actions
- Own quality: design reviews, test strategy (unit, property, chaos), performance baselines, SLOs, incident response, and postmortems
- Mentor & unblock senior engineers; partner with Product, Security, and Customer teams to translate requirements into durable primitives
- Make pragmatic choices on storage, queueing, and compute; create paved roads that accelerate all other teams
- Define system boundaries and reduce cross-service coupling through clear architectural patterns
- Drive platform-wide standards for correctness, reliability, and API design across teams
- Balance short-term delivery with long-term architectural integrity, ensuring the platform evolves without accumulating systemic risk
Requirements
- 10+ years of experience building distributed/platform systems, including significant experience defining architecture across teams or domains
- Experience building mission-critical runtimes or workflow/orchestration systems
- Deep expertise with durable execution (e.g., state machines, event sourcing, saga/compensation, idempotency, exactly/at-least-once semantics)
- Proven track record with security & governance in production systems (auth, RBAC, audit, policy)
- Hands-on with observability (Grafana or equivalent), including trace correlation across async boundaries
- Strong systems design across storage, queues, schedulers, and evented architectures; performance tuning under load
- Excellence in a modern language (e.g., Go, Rust, Java, or TypeScript) and cloud-native stacks (containers, CI/CD, IaC)
- Comfortable operating in regulated or high-assurance environments; bias toward correctness, clarity, and documentation
- Proven ability to influence technical direction across an organization and drive adoption of architectural standards
- Ability to incorporate advance LLM capabilities into system design and platform architecture decisions where appropriate
Nice to Have
- Prior work on workflow engines (Temporal/Cadence/AWS Step Functions, Argo, Airflow) or serverless runtimes
- Experience with policy engines (OPA), secrets/KMS, or data-handling controls (PII/PHI)
- ML/LLM evaluation frameworks, tool/plugin architectures, or embedding model governance into execution
- Government or healthcare experience (HIPAA, audit readiness) and multi-tenant isolation
Salary Range: $180,000-245,000. This represents the typical salary range for this position based on experience, skills, and other factors.
#LI-RCP
Our Red Cell Partners Benefits:
For full-time roles
- Career track opportunity with potential for rapid advancement with strong performance as the firm grows
- 100% employer paid, comprehensive health care including medical, dental, and vision for you and your family.
- Paid maternity and paternity for 14 weeks at employees' normal pay.
- Unlimited PTO, with management approval.
- Opportunities for professional development and continued learning.
- Optional 401K, FSA, and equity incentives available.
- Mental health benefits are available through Tara Mind.
- Cost effective GLP-1 solutions available through Crux.
We’re an Equal Opportunity Employer: You’ll receive consideration for employment without regard to race, sex, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.
Applicant Data Disclosure
By submitting an application, you acknowledge that Red Cell Partners, LLC ("Red Cell") uses third-party service providers to facilitate its recruitment and hiring processes. These providers include applicant tracking systems, candidate verification platforms, and fraud detection tools (collectively, "Hiring Platforms"). Your application materials, including your résumé, cover letter, work samples, responses to application questions, and any other information you submit, may be transmitted to and processed by these Hiring Platforms for the following purposes:
- Managing and administering your application throughout the hiring process;
- Verifying the accuracy and authenticity of application materials, including by cross-referencing information you provide against publicly available sources and proprietary databases;
- Identifying indicators of potentially fraudulent, fabricated, or materially misleading application content, including but not limited to discrepancies between submitted materials and publicly available professional profiles, geographic anomalies, and fabricated work histories.
Applications that are flagged through this process as containing indicators of fraud or material misrepresentation may be declined from further consideration. If you have questions about the status of your application or the evaluation process, please contact talent@redcellpartners.com.
Red Cell requires its Hiring Platform providers to process your information solely for the purposes described above and in accordance with applicable law. Your information will be retained only for as long as necessary to fulfill these purposes and any applicable legal obligations, after which it will be deleted in accordance with Red Cell's data retention policies.
For more information about how your data is used, please refer to our Privacy Policy and Applicant Privacy Notice.
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