Senior AI Engineer

About usRuby Labs is a leading tech company that creates and operates innovative consumer products. We offer a diverse range of opportunities across the health, education, and entertainment industries. Our innovative teams are driving the future of consumer-led products, and we're always looking for passionate individuals to join us. Learn more about our story at: <https://rubylabs.com/about-us/About> the roleWe are looking for a Senior AI Engineer to own and scale the AI layer of one of our core D2C subscription products. You will be fully responsible for production LLM features and the browser automation built around them end to end — prompt systems, structured outputs, evaluation, observability, and model selection — from first experiment to live release, with quality, reliability, and cost as your accountability.This is a high-impact role suited for someone who decides with data, not intuition. Unmeasured prompt changes, untraced failures, and model swaps without benchmarks are not acceptable. You work in a modern TypeScript stack — Next.js, Cloudflare Workers and Containers with Hono, Hatchet task queues, Drizzle on Supabase Postgres, Vercel Blob. Browser automation on Browserbase and Playwright is roughly half of the job.Key ResponsibilitiesPrompt Systems & Structured OutputsDesign dynamic prompt templates with conditional logic and context injection that maximise generation qualityEnforce predictable outputs with JSON mode, function calling, Zod/JSON schemas, validators, and repair loopsOwn complex LLM workflows (LangChain, LlamaIndex, or custom) that integrate cleanly into application logicBrowser AutomationBuild and maintain browser automation on Browserbase Functions and Playwright that traverses web flows reliablyClassify screens with a model inside each traversal, and decide what the model handles versus deterministic codeShip automations as frozen, published workers — versioned, reproducible, and safe to roll backOrchestrate runs through Hatchet with retries, timeouts, and failure traces that explain every broken runEvaluation & ExperimentationBuild evaluation pipelines — test datasets, LLM-as-a-judge, RAGAS-style metrics — and score responses and screen classifications in LangfuseTrace complex LLM chains to find bottlenecks in cost, latency, and context-window usageRun A/B experiments across models and prompts through an AI gateway (OpenRouter, Cloudflare AI Gateway); release only on quantitative benchmarksRe-evaluate models as new architectures emerge; fine-tune when domain requirements demand itProduction OwnershipTake AI features from experiment to live production on Cloudflare Workers and Containers, and stay accountable after releaseManage rate limits, fallbacks, and model cost so features stay reliable at scaleResolve production incidents in owned AI and automation systems with documented root-cause analysisQualificationsMust-Have Experience【5+】 years of software engineering with Node.js, TypeScript, Next.js, and Postgres, including edge or serverless runtimes such as Cloudflare WorkersProduction browser automation with Playwright (Browserbase or similar): resilient selectors, retries, failure handling at scaleProduction experience with dynamic prompting — content that depends on input variables and injected contextStructured outputs in production: JSON mode, function calling, Zod/JSON schemasExperience with unified LLM APIs or AI gateways (OpenRouter, Cloudflare AI Gateway): rate limits, fallbacks, cost-effective model selectionLLM observability with Langfuse or similar: tracing, test datasets, scoring integrationEvaluation methodology: RAGAS or custom LLM-as-a-judge systemsLeadership AttributesDecides on benchmarks and trace data, not intuitionAnalytical — converts generation logs into metrics a business can act onIterative — builds feedback loops and improves continuouslyOwns the outcome from experiment to production, and afterVerifies before trusting — treats LLM output as unproven until validatedLocationRuby Labs operates within the CET (Central European Time) zone. Applicants from any country are welcome to apply for the position as long as they are located within approximately ± 4 hours of CET. This ensures optimal collaboration and communication during working hours.BenefitsDiscover the perks of being part of our vibrant team! We offer:Remote Work Environment: Embrace the freedom to work from anywhere, anytime, promoting a healthy work-life balance. Unlimited PTO: Enjoy unlimited paid time off to recharge and prioritize your well-being, without counting days. Paid National Holidays: Celebrate and relax on national holidays with paid time off to unwind and recharge. Company-provided MacBook: Experience seamless productivity with top-notch Apple MacBooks provided to all employees who need them. Flexible Independent Contractor Agreement: Unlock the benefits of flexibility, autonomy, and entrepreneurial opportunities. Benefit from tax advantages, networking opportunities, reduced employment obligations, and the freedom to work from anywhere. Read more about it here: <https://docs.google.com/document/d/1nkrN76JlZkbKj9WSOhlT1_mni_CZeDkHdwfIjPXVwvk/preview?tab=t.0#heading=h.ndsdl4wapxttBe> part of our fast-growing team and seize this excellent opportunity for personal and professional growth!Interview ProcessAfter submitting your application, we conduct a thorough review which typically takes 3 to 5 days, but may occasionally take longer due to the volume of applications received. If we see a potential fit, we proceed with the following steps:Recruiter Screening (40 minutes)Technical Interview (60 minutes)Final Interview (30 minutes)Life at Ruby LabsAt Ruby Labs, we move fast, aim high, and expect the same from our team. We’re not here to play small—we’re here to build, grow, and win. That means we look for people who are ambitious, driven, and ready to give their best every single day.This is a place for individuals who thrive under pressure, embrace challenges, and see opportunity in every obstacle. If you’re hungry to achieve, motivated by impact, and want to grow at the speed of your own ambition, Ruby Labs offers the platform to make it <happen.Here>, effort is matched with reward. We recognize those who go all in and deliver results, and we create space for people who want more—more responsibility, more growth, and more success.#LI-Remote