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Coding the world of tomorrow
AI Systems Engineer – Agents, RAG, Production AI
Location
Mexico
Posted
66 days ago
Salary
0
Seniority
Senior
Job Description
AI Systems Engineer – Agents, RAG, Production AI
DaCodes.
• Design and implement end-to-end AI solutions including chatbots, RAG pipelines, autonomous agents, and intelligent automation workflows. • Build fullstack platforms and prototypes rapidly using AI-assisted development tools such as Lovable, v0, Cursor, and Kiro. • Architect and develop AI agent systems using frameworks like LangChain, LangGraph, Strands Agents, and CrewAI, applying agentic design patterns (ReAct, Plan-and-Execute, Reflection, Tool-use). • Design and maintain advanced prompt engineering strategies: chain-of-thought, few-shot, system prompts, structured outputs, prompt chaining, and production prompt libraries with version control. • Build and operate document processing pipelines using Unstructured.io, LlamaParse, Amazon Textract, or Azure Document Intelligence for RAG ingestion. • Integrate and manage vector databases (Pinecone, Qdrant, Weaviate, Chroma) for semantic search and knowledge retrieval, including advanced patterns like hybrid search, reranking, and query decomposition. • Deploy, manage, and optimize AI workloads on AWS (Bedrock, SageMaker, Lambda) and Azure (AI Foundry, OpenAI Service, Cognitive Services). • Implement AI security best practices: prompt injection prevention, jailbreak mitigation, PII detection/redaction, input sanitization, and output validation using guardrails frameworks (NeMo Guardrails, Guardrails AI). • Define and enforce best practices for spec-driven development and AI-assisted engineering workflows across teams. • Implement evaluation frameworks, LLM observability, and tracing pipelines (LangSmith, LangFuse, Helicone, OpenTelemetry) for AI systems in production. • Design API layers for AI services including REST/GraphQL endpoints, webhook integrations, and rate limiting/retry strategies for LLM providers. • Collaborate with clients and stakeholders to scope AI initiatives, identify technical feasibility, and propose architectured solutions. • Mentor junior engineers and contribute to internal knowledge-sharing on AI technologies and methodologies. • Stay current with the rapidly evolving AI landscape and proactively recommend new tools, models, and patterns.
Job Requirements
- 5+ years of professional software engineering experience, with at least 2 years focused on AI/ML applications.
- Strong proficiency in Python and/or TypeScript for AI and backend development.
- Hands-on experience building AI agents using LangChain, LangGraph, CrewAI, Strands Agents, or equivalent orchestration frameworks.
- Strong understanding of agentic design patterns: ReAct, Plan-and-Execute, Reflection, Tool-use, and multi-step reasoning architectures.
- Advanced prompt engineering skills: chain-of-thought, few-shot, system prompts, structured outputs (JSON mode, Pydantic parsers), prompt chaining, and production prompt library management.
- Production experience with RAG architectures: document ingestion, chunking strategies, embedding models, vector stores, reranking (Cohere Rerank, cross-encoders), hybrid search, and retrieval pipelines.
- Experience building document processing pipelines using tools like Unstructured.io, LlamaParse, Amazon Textract, or Azure Document Intelligence.
- Working knowledge of vector databases: Pinecone, Qdrant, Weaviate, Chroma, or pgvector.
- Experience deploying AI solutions on AWS (Bedrock, SageMaker) and/or Azure (AI Foundry, OpenAI Service).
- Proven ability to build fullstack applications and rapid prototypes using AI-assisted tools (Lovable, v0, Cursor, Kiro).
- Understanding of AI security principles: prompt injection prevention, jailbreak mitigation, PII detection/redaction, and output validation.
- Experience implementing guardrails frameworks (NeMo Guardrails, Guardrails AI) for safe and controlled LLM behavior in production.
- Experience with spec-driven or AI-assisted development practices including structured prompting, code generation validation, and iterative refinement.
- Familiarity with CI/CD pipelines, containerization (Docker), and infrastructure as code (Terraform, CDK, or Pulumi).
Benefits
- 🚀 Integration with global brands and disruptive startups.
- 🏡 Remote work / Home office
- 📍 If a hybrid or on-site modality is required, you will be informed from the first session.
- ⏳ Schedule aligned with your assigned project/team.
- 📅 Monday to Friday work schedule.
- 🎉 Day off on your birthday.
- 🏥 Major medical insurance (applies to Mexico).
- 🛡️ Life insurance (applies to Mexico).
- 🌎 Multicultural teams.
- 🎓 Access to courses and certifications.
- 📢 Meetups with special guests from the IT industry.
- 📡 Virtual integration events and interest groups.
- 📢 English classes.
- 🏆 Opportunities within our different business lines.
- 🏅 Proudly certified as a Great Place to Work.
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This is a remote position. Finance Systems Analyst Reporting to Finance Domain QA Lead through a pooled review model, provides fractional subject matter expertise to support targeted validation of higher-risk workflows, scenarios, and releases. This role is intended for experienced finance practitioners who can assess whether outputs are not only technically functional but credible and safe in the office of the CFO. Key Responsibilities What You'll Do · Review selected benchmark scenarios and outputs for finance correctness, control alignment, and usability. · Participate in signoff for higher-risk releases and business-critical workflow changes. · Identify domain edge cases, materiality concerns, and process nuances that should be reflected in quality standards. · Provide structured feedback into rubric improvement, benchmark coverage, and escalation rules. Engagement Model · Operate as a pooled, part-time reviewer rather than a full-time QA resource. · Support release reviews, scenario workshops, and targeted issue triage as needed across pods. Requirements Required Qualifications · 7+ years of experience in accounting, FP&A, controllership, transaction services, finance operations, or related CFO-domain functions. · Strong domain credibility and sound judgment. · Ability to provide concise, reviewable feedback within a structured QA process. · Experience with transformation, process design, or technology-enabled finance work preferred. · Bachelor's degree preferred. You Are · Practical and business-minded. · Comfortable distinguishing acceptable draft quality from unacceptable business risk. · Clear, concise, and dependable in review feedback. · Collaborative with both practice leaders and technology teams. Benefits Base salary plus performance-based bonus. Actual compensation packages are determined by evaluating a wide array of factors unique to each candidate, including but not limited to skill set, years and depth of experience, education, certifications, cost of labor, and internal equity.
Systems Analyst, EDI
Reynolds Consumer ProductsJoin Reynolds Consumer Products and Drive Your Career across a world of opportunities!
Overview Join Reynolds Consumer Products…and Drive Your Career across a world of opportunities! We are passionate about achieving results and have fun winning as a team! We provide amazing job opportunities for growth with competitive hourly pay and benefits in an exciting, dynamic, fast-paced, and fun workplace environment. Are you looking to build a strong career? Then we have an opportunity for you! We currently have an opportunity for a Systems Analyst, EDI (Remote- based in Lake Forest, IL) to join our team based out of Lake Forest, IL. Responsibilities Your Role: As a Systems Analyst-EDI, you will be responsible for managing our company's electronic data interchange (EDI) operations, ensuring that our EDI systems are functioning effectively and efficiently. The ideal candidate will have a strong background in EDI operations and management. You will have the opportunity to Make Great Things Happen! - Manage our company's EDI operations, ensuring that our EDI systems are functioning effectively and efficiently. - Manage EDI mapping for EDI, translation, and testing of EDI documents with trading partners, 3PLs and carriers. - Monitor, troubleshoot, and maintain EDI transactions across multiple systems such as trading partners, ERP, WMS, TMS etc. - Analyze EDI issues and provide production support resolution in effective and timeline manner. - Support onboarding of new customers to EDI - Functional and Technical knowledge of various EDI standards such as (XML, EDIFACT, API Integrations, X12). - Required EDI integration experience with ERP (SAP S4, SAP ECC), WMS (SAP LE, EWM), TMS (BlueYonder). - Collaborate across business units, business partners, stakeholders and various IT team members to shape an EDI solution that meets the business and customer needs. - Excellent clear communication Skills to liaise between IT, warehouse teams, customer service teams, logistics teams and carriers. - Work closely with business partners across warehouse, customer service, logistics and carriers to resolve EDI-related systems and process gaps. - Investigate and resolve EDI transmission errors, failed transactions, and data mismatches. - Stay updated with EDI formats, standards, and industry best practices for EDI in logistics, order management, credit/collection etc. - Manage continuous EDI improvements and product roadmap within EDI space for the company by leveraging different types of EDI integration to ensure business process efficiency. - Maintain EDI security policies and procedures to ensure company's data and systems are secure and compliant. - Ensure EDI solutions are scalable, efficient, and aligned with best practices and standards. - Collaborate with IT leaders to ensure EDI solutions are integrated with other IT systems and applications. You will love it here if… - You put safety first, always - You listen, learn, and evolve - You are passionate about collaboration, teamwork, and achieving shared goals - You treat all people with respect, operating ethically, and embrace inclusivity - You are committed to improving our impact on local communities What we have to offer you here at Reynolds - Wisely Pay Card – so you can get your money fast - Comprehensive Benefits Plan (Medical, Dental, and Vision) - Wellness Program - 401K - PTO - Tuition Assistance - Employee Referral Program - Life Insurance - Employee Resource Program - Paid Parental Leave - Adoption Assistance - Infertility Coverage - Enhanced Musculoskeletal Wellness Program Qualifications We need you to have: - Bachelor's degree in computer science, information systems, or a related field. - 3-5 years of hands-on experience in EDI operations and management. - Strong experience with EDI standards and technologies such as EDIFACT, ANSI X12, AS2, and VAN. - Experience with Web-Methods for EDI configuration/mapping/testing management. - Experience integrating EDI with ERP/WMS/TMS (SAP, BY, Oracle, JDA, Infor etc.) - Strong troubleshooting, analytical and problem-solving skills, with the ability to analyze complex data sets and develop data-driven recommendations. - Excellent communication and interpersonal skills, with the ability to effectively collaborate with internal and external stakeholders. - Strong attention to detail and ability to work independently. Icing on the cake: - Relevant certifications, such as Certified EDI Professional, are a plus. Want to know more? Check out our website or connect with us on LinkedIn! Apply today to join a fast-growing innovative company! Not a good fit but know someone who is? Please refer them! Local candidates only, no relocation assistance available Join Reynolds Consumer Products and Drive Your Career across a world of opportunities! For applicants or employees who are disabled or require a reasonable accommodation for any part of the application or hiring process, you may request assistance by emailing us at Recruitment@ReynoldsBrands.com. No recruiter calls or emails please. RCP affords equal employment opportunities to applicants without regard to race, color, religion, age, disability status, sex, marital status, protected veteran status, pregnancy, national origin, genetics, genetic information, parental status, or any other characteristic protected by federal, state or local law. RCP conforms to the spirit as well as to the letter of all applicable laws and regulations. Posted Salary Range USD $66,000.00 - USD $90,750.00 /A



