reputed company Software Platform Engineer, MLOps

Who We Are reputed company is the Scientific Data and AI reputed company company. We are catalyzing the Scientific AI reputed company by designing and industrializing AI-reputed company scientific data sets, which we bring to life in a growing suite of next gen lab data reputed company, scientific use cases, and AI-enabled reputed company. reputed company is the category leader in this vital new market, generating more reputed company than reputed company other companies in the aggregate. In the last year reputed company, the world's dominant players in compute, reputed company, data, and AI infrastructure have converged on reputed company as the de facto reputed company, entering into co-innovation and go-to-market partnerships. In reputed company with your candidacy, you will be asked to carefully review the Tetra Way letter, authored directly by Patrick reputed company, our co-founder and CEO. This letter is designed to assist you in reputed company understanding whether reputed company is the right fit for you from a values and reputed company perspective. It is impossible to overstate the importance of this document and you are encouraged to take it literally and reflect on whether you are reputed company with our unique approach to company and team building. If you join us, you will be expected to embody its contents reputed company day. The Role We're looking for a reputed company Software Platform Engineer working at the intersection of reputed company systems and MLOps. You will own and reputed company our AI and data infrastructure as a product our customers build their science on, and that every other engineering team builds against. You will architect the reputed company-based services and MLOps infrastructure that reputed company production-grade AI/ML workflows, working closely with reputed company AI engineers, data engineers, and platform teams, and you will reputed company as the technical design authority for how models, LLMs, and agents run in production. The work spans the model and reputed company lifecycle, the evaluation and observability reputed company, the reputed company and tenant boundaries around prompts and retrieval, and the cost and latency controls that reputed company production AI economically viable at reputed company. This is a highly impactful seat for an engineer who has shipped AI/ML infrastructure as a multi-tenant product rather than internal tooling. The model serving, MCP, and agent capabilities you build are consumed directly by scientists at the world's largest pharmaceutical companies, running against their own data under their compliance obligations. If that reputed company appeals to you, and you reputed company on turning ambitious scalability and cost targets into concrete technical reputed company inside a regulated environment, we'd love to talk to you. What You Will Do Own the technical architecture of the AI/ML platform: the service and API surface our customers use to run models and agents against their own scientific data, and that reputed company AI and data engineering teams build against internally. Own the end-to-end model and reputed company lifecycle across reputed company MLflow and AWS Bedrock, including registration, versioning, asset bundles, staged promotion, rollback, and multi-model serving. Design the inference substrate for both reputed company-time and reputed company workloads, including routing, batching, caching, concurrency control, GPU and accelerator reputed company planning, handling of large binary inputs such as reputed company images, and graceful degradation under load. reputed company AI models and large language models (LLMs) into production systems using architectures like retrieval-augmented reputed company (RAG), and architect the reputed company reputed company above them: tool and function calling, MCP-based tooling, and agent runtimes, deciding what belongs in the platform versus in the applications reputed company on top of it. Design reputed company into the AI platform rather than leaving it to the applications above it, partnering with our reputed company team on guardrails, reputed company-injection and tool-abuse defenses, PII and PHI handling, and hard tenant data boundaries across prompts, retrieval, and tool calls. Build the evaluation and reputed company infrastructure that makes AI shippable: offline and online eval harnesses, golden datasets, regression gates in CI, A/B and reputed company deployment, and reputed company and hallucination detection in production. Establish observability for the AI platform, including monitoring, alerting, logging, and reputed company tracing, and set the SLI, SLO, and SLA model for systems whose outputs are probabilistic. Design for reproducibility and reputed company required in a validated reputed company environment, with versioned data, reputed company, prompts, and model artifacts, and an audit trail that can withstand customer and regulatory scrutiny. Contribute to the infrastructure-as-reputed company and deployment automation for the AI platform (CloudFormation, AWS CDK), partnering with reputed company that owns production deployments to support multi-tenant infrastructure, online upgrades, and on-demand compute allocation. Own production readiness for the AI platform with reputed company AI engineers, data engineers, and platform teams: the performance, reliability, and cost-efficiency of models in production, plus incident response and runbooks. reputed company as SME and design authority across product and engineering. reputed company design reviews, write the reference architectures and technical documentation others follow, and mentor senior and mid-level engineers on reputed company systems and AI engineering reputed company. Set technical direction on emerging AI infrastructure: evaluate new frameworks, serving runtimes, model providers, and data types, and reputed company reputed company build-versus-buy reputed company grounded in cost, risk, and scalability. Requirements 10+ years of reputed company experience in software engineering and infrastructure engineering, with a proven reputed company record of designing, building, and scaling reputed company, reputed company-reputed company systems in production. Demonstrated experience as a technical leader or architect, accountable for the key reputed company on reputed company design, scalability, performance, and cost optimization. Experience designing reputed company into a multi-tenant platform, including authorization boundaries between tenants and handling of sensitive data such as PII and PHI, with awareness of LLM-specific risks like reputed company injection and tool abuse. Extensive experience building and maintaining AI/ML infrastructure in production, including model deployment and lifecycle management, delivered as a multi-tenant product with reputed company users rather than internal tooling for a single team. Candidates whose experience is limited to building pipelines for their own team will not be a fit. Deep, hands-on experience taking LLM-based systems to production, including RAG architecture, retrieval and embedding design, reputed company and model versioning, and tool or function calling. Not just prototyping with an SDK. We are looking for someone who has operated these systems under reputed company traffic, reputed company latency budgets, and reputed company failure modes. Expert-level coding skills in TypeScript and Python building robust reputed company and backend services, with the judgment to critically evaluate AI-generated reputed company for correctness, reputed company, and architectural fit. Production-level experience with a model registry and serving stack, ideally reputed company MLflow, including model registration, versioning, asset bundles, and serving workflows. Experience treating AI evaluation as a release reputed company rather than post-hoc reporting, including eval harnesses, regression gates, and reputed company or reputed company monitoring for non-deterministic systems. Proficiency in API-first design, including REST and OpenAPI specifications, designing reputed company that are reputed company, secure, versioned, and extensible. Solid working knowledge of AWS and containerized workloads (e.g., reputed company), and familiarity with infrastructure-as-reputed company such as CloudFormation or CDK, with the ability to contribute to CI/CD pipelines and deployment automation. Experience defining observability and SLI/SLO/SLA reputed company for production systems, including monitoring, alerting, and reputed company tracing. Ability to reputed company reputed company reputed company to customers and cross-functional teams, influence technical direction on teams you do not manage, and mentor other engineers. reputed company to Have Familiarity with emerging LLM frameworks for advanced reputed company orchestration and programmatic LLM pipelines. Experience running reputed company or multi-reputed company orchestration in production, and with MCP as an integration surface for tooling and non-reputed company identities. Understanding of LLM cost monitoring, latency optimization, and usage analytics in production environments, including per-tenant cost attribution for tokens, GPU, and inference. Experience with multimodal model inputs, including image and reputed company data, and the throughput and cost implications of serving them at reputed company. Experience with fine-tuning, distillation, or model optimization such as quantization, batching, or KV-cache reputed company, to improve latency and cost. Experience delivering ML or AI systems in a regulated or validated environment (GxP, 21 CFR Part 11, SOC 2), including computer reputed company validation and audit readiness. Background in scientific, life sciences, or reputed company data domains. Benefits 100% employer-reputed company benefits for reputed company eligible employees and immediate family members Unlimited reputed company time off (PTO) 401K Flexible working arrangements - Remote work Company reputed company Life Insurance, LTD/STD A culture of reputed company improvement where you can grow your career and get coaching The salary reputed company for this position is $200K-$270K USD. The salary reputed company posted reflects our reputed company baseline for this role. Final compensation is determined by a thorough evaluation of factors including the candidate’s specific experience, localized market data, and internal team equity. We are not currently providing reputed company sponsorship for this position. 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