Full Stack Software Engineer
3 settimane fa
Who We Are We are FRDM (pronounced free•dom), an enterprise SaaS company on a mission to transform how businesses monitor and mitigate social and environmental risks in their global supply chains. Our platform leverages big data, AI, and machine learning—including large language models (LLMs)—to help companies identify and address modern-day slavery, child labor, and other critical issues.We are looking for a versatile Full-Stack Software Engineer with AI engineering experience, particularly in LLM integration and ethical AI development, to join our team. In this role, you’ll help design and implement scalable systems, build intelligent data pipelines, and deploy LLMs to support our next generation of supply chain intelligence tools. You’ll collaborate with engineers, data scientists, and domain experts to deliver AI-driven features that support responsible, transparent business practices.If you’re passionate about full-stack development, AI integration, and ethical innovation, we’d love to meet you.Essential FunctionsBuild full-stack applications that integrate traditional and AI-driven services, including LLM-based features for analysis, automation, and user interactionDesign and deploy scalable data pipelines that process, transform, and enrich supply chain data for use in predictive modeling and compliance workflowsDevelop and maintain RESTful APIs that power our applications and support external integrationsCollaborate with AI and data teams to build, deploy, and monitor LLM applications using services like OpenAI, Anthropic, Hugging Face, or AWS BedrockImplement responsible and secure usage of AI models, with a focus on mitigating bias, ensuring transparency, and aligning with FRDM’s ethical standardsWork with unstructured and structured data sources, including web scraping, document parsing, and API consumptionOptimize application performance, scalability, and security across the stackContribute to peer code reviews and mentor junior developersTechnical ProficienciesMUST have backend experience with Ruby on Railsand Python or GolangExperience integrating LLM APIs (e.g., OpenAI, Claude, Hugging Face) into user-facing features or backend automationUnderstanding of LLM vector databases (e.g., Pinecone, Weaviate, FAISS)Experience deploying AI models in production, monitoring output, and managing model driftSkilled in designing and managing scalable ETL pipelines and data workflows using tools like Airflow, Dagster, or custom scriptsExperience with structured PostgreSQL (SQL) and unstructured data; ability to build feature stores or datasets for ML trainingFamiliarity with cloud infrastructure (AWS preferred) and CI/CD pipelinesFamiliar with frontend development in JavaScript (ES6+), HTML, CSS, and modern frameworksProficiency in building and consuming REST APIs and integrating third-party servicesRequired QualificationsExperience: 4+ years of full-stack development; 1+ years of hands‑on experience working with LLMs or AI systems in production.Education: Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field from an accredited university.This position does not include visa sponsorship.To Be SuccessfulYou’re a builder who is excited by AI and knows how to use it responsiblyYou thrive at the intersection of engineering and data scienceYou believe AI should serve people and advance human rights, not undermine themYou’re comfortable owning systems end-to-end, from frontend design to backend and model deploymentYou communicate clearly, collaborate openly, and stay curiousBenefits, Compensation, and PerksCompetitive SalaryRemote WorkFlexible PTO PolicyPaid Full Employee Healthcare#J-18808-Ljbffr
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