Senior Software Engineer - AI Build and Deployment

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    "description": "<p><span style=\"font-size: 10pt; font-weight: bold\">Job Title: </span><span style=\"font-size: 10pt; font-weight: bold\">Senior Software Engineer</span><span style=\"font-size: 10pt; font-weight: bold\"><br></span><span style=\"font-size: 10pt; font-weight: bold\">Reports to: </span><span style=\"font-size: 10pt; font-weight: bold\">Software Development Manager</span></p>\n<p><span style=\"font-size: 10pt; font-weight: bold\">Location: </span><span style=\"font-size: 10pt; font-weight: bold\">Ireland</span></p>\n<p><br></p>\n<p><span style=\"font-size: 10pt; font-weight: bold\">Purpose:</span></p>\n<p><span style=\"font-size: 10pt\">The Senior Software Engineer will be responsible for building and deploying cutting-edge AI solutions into real-time user applications and high-volume pipelines. We use a combination of serverless and AWS infrastructure fully defined as code, and continuously integrated and deployed.</span></p>\n<p><br></p>\n<p><span style=\"font-size: 10pt\">We are early adopters of agentic coding tools to drive both velocity and engineering excellence. We deliver value through modern agile DevOps principles – continuous delivery, metric tracking, and rapid user feedback.</span></p>\n<p><span style=\"font-size: 10pt\">We believe in long-term success by establishing a sustainable pace of development, flexible working hours, and setting enough time aside to take care of your physical and emotional well-being.</span></p>\n<p><br></p>\n<p><span style=\"font-size: 10pt; font-weight: bold\">Key Responsibilities:</span></p>\n<ul>\n<li><span style=\"font-size: 10pt\">Design and build production-grade AI/LLM processing pipelines (document ingestion, extraction, classification, summarization, RAG) with a focus on reliability, throughput, and unit economics.</span></li>\n<li><span style=\"font-size: 10pt\">Own observability for AI workloads end-to-end — structured logs, metrics, traces, prompt/response capture, token and cost attribution, and quality evals — integrated with Datadog.</span></li>\n<li><span style=\"font-size: 10pt\">Build and maintain the deployment and runtime infrastructure for these pipelines on AWS (EKS, Lambda, Step Functions, SQS/Kinesis, S3) using Infrastructure-as-Code (Terraform / CDK) with reusable, reviewable modules.</span></li>\n<li><span style=\"font-size: 10pt\">Establish CI/CD for AI services and models: automated testing, regression evals, safe rollouts (canary / blue-green), and rollback paths for both code and prompt/model changes.</span></li>\n<li><span style=\"font-size: 10pt\">Drive engineering excellence in the AI team — pipeline architecture patterns, versioning of prompts/models/datasets, reproducibility, and separation of batch vs. real-time paths.</span></li>\n<li><span style=\"font-size: 10pt\">Partner with SRE, Platform, and Product Engineering to harden shared services (secrets, networking, identity, data access) and ensure AI workloads meet security and compliance requirements.</span></li>\n<li><span style=\"font-size: 10pt\">Mentor engineers on building maintainable, testable AI systems; raise the bar on code review, design documents, and operational readiness reviews.</span></li>\n</ul>\n<ul>\n<li><span style=\"font-size: 10pt\">Embed SOC 2 security and compliance practices into design and implementation decisions, proactively raising gaps in access control, logging, and data protection.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-size: 10pt; font-weight: bold\">Experience &amp; Qualifications</span></p>\n<ul>\n<li><span style=\"font-size: 10pt\">7+ years building production distributed systems, with at least 2+ years operating AI/ML or LLM-based pipelines at scale.</span></li>\n<li><span style=\"font-size: 10pt\">Deep experience with AWS (EKS/Kubernetes, Lambda, Step Functions, event-driven patterns) and Terraform or AWS CDK as a primary delivery mechanism.</span></li>\n<li><span style=\"font-size: 10pt\">Strong proficiency in Python (and ideally TypeScript/Node) with production patterns for async processing, backpressure, retries, and idempotency.</span></li>\n<li><span style=\"font-size: 10pt\">Proven track record with observability stacks (especially LGTM) applied specifically to probabilistic/LLM systems — evals, drift, hallucination detection, cost/latency SLOs.</span></li>\n<li><span style=\"font-size: 10pt\">Experience integrating with foundation model providers (Anthropic, OpenAI, Gemini) and/or self-hosted inference, including prompt management, caching, and guardrails.</span></li>\n<li><span style=\"font-size: 10pt\">Experience with vector stores, embeddings pipelines, and retrieval evaluation.</span></li>\n<li><span style=\"font-size: 10pt\">Helpful to have experience with workflow tools like Argo or Dagster.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-size: 10pt; font-weight: bold\">Attributes for Success at C&amp;R</span></p>\n<ol>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Collaborative Mindset</span><span style=\"font-size: 10pt\">: Thrives in a team-oriented environment, values partnership, and demonstrates care and respect for colleagues to achieve shared goals.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Transformational Thinking</span><span style=\"font-size: 10pt\">: Embraces change and actively contributes to driving innovation and cultural evolution within the organization.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Agility</span><span style=\"font-size: 10pt\">: Adapts quickly to shifting priorities and market demands, maintaining focus and effectiveness in a fast-paced environment.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Empowerment</span><span style=\"font-size: 10pt\">: Takes ownership of decisions and actions, demonstrating confidence in making autonomous choices that align with company goals.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Fearless Flexibility</span><span style=\"font-size: 10pt\">: Approaches challenges with an open mind, learns rapidly from setbacks, and adjusts strategies to navigate dynamic circumstances.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Innovation-Driven</span><span style=\"font-size: 10pt\">: Leverages creativity and cutting-edge technology to develop solutions that simplify complex problems and create competitive advantages.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Customer-Centric Focus</span><span style=\"font-size: 10pt\">: Obsesses over delivering value to customers by understanding their needs and providing impactful solutions that build trust and loyalty.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Trustworthiness</span><span style=\"font-size: 10pt\">: Acts with integrity, builds credibility through consistent actions, and fosters an environment where others feel respected and valued.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Respect for Diversity</span><span style=\"font-size: 10pt\">: Values diverse perspectives, treats everyone with dignity, and cultivates an inclusive workplace that encourages new ideas and opinions.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">High-Energy Execution</span><span style=\"font-size: 10pt\">: Brings enthusiasm, drive, and focus to every task, ensuring timely delivery of impactful results.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Continuous Learner</span><span style=\"font-size: 10pt\">: Stays current with industry trends, tools, and technologies while seeking opportunities for personal and professional growth.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Results-Oriented Problem Solver</span><span style=\"font-size: 10pt\">: Tackles challenges with precision and determination, delivering measurable outcomes that align with company objectives.</span></li>\n<li><span style=\"font-size: 10pt; font-weight: bold\">Visionary Contributor</span><span style=\"font-size: 10pt\">: Aligns personal goals with the company’s mission to create a cleaner, safer, and better world while helping shape the organization’s future.</span></li>\n</ol>",
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