About the Role We are seeking a hands‑on AI & Automation Engineer to design, build, and optimize integrations, automations, and advanced AI workflows, including agentic architecture, that power our enterprise business operations. The engineer will own the Workato automation stack, engineer scalable AI workflows on top of core platforms (Salesforce, NetSuite, Snowflake, Slack), and implement agentic capabilities that allow systems to act as intelligent tools, reducing manual work and accelerating insights. Responsibilities Integration & Automation Development Design, build, and maintain Workato recipes, connectors, and orchestrations for Salesforce, NetSuite, Slack, and Snowflake. Implement error handling, observability, and reusable design patterns to ensure reliability and scalability. Agentic System Design Architect multi‑agent systems: tool selection, planning loops, state management, and human‑in‑the‑loop checkpoints. Partner with stakeholders to design corporate systems (Salesforce, NetSuite, Snowflake, Slack, etc.) as agent‑callable tools, not just data sources. Build guardrails, fallbacks, and error recovery for non‑deterministic workflows. Data/RAG Pipeline Design & Management Design and automate data flow processes to support AI retrieval (RAG) and insights generation across core enterprise platforms. Create evaluation mechanisms for precision, answer faithfulness, latency, and cost. Own the Retrieval‑Augmented Generation (RAG) lifecycle end‑to‑end: ingestion, chunking strategy, embeddings, vector storage, and reranking. Implement data quality checks and architectural safeguards to ensure trusted, high‑fidelity datasets for AI agents. AI Operations Maintain production observability: prompt/response tracing, cost monitoring, and evaluation dashboards. Document agent behavior, decision logic, and failure modes. Conduct A/B testing of agent versions and model comparisons. Programming for Automation Write modular, reusable scripts in Python, Ruby, SQL, or JavaScript to support integration, data transformation, and automation tasks. Governance & Documentation Apply data governance practices for lineage, security, and retention. Maintain technical documentation, diagrams, and version control via GitHub, Confluence, and Jira. Qualifications 5+ years of experience in integration, automation, AI, or software engineering, with at least 1 year hands‑on in Workato. Proven expertise with Enterprise iPaaS (Workato, Mulesoft, or similar). Deep proficiency in designing, implementing, and architecting complex AI workflows and integrations across core platforms (Salesforce, NetSuite, Slack, and Snowflake). Hands‑on technical background in programming (Python, Ruby, or similar), leveraging APIs to build and maintain scalable, high‑fidelity enterprise systems. Experience using vector databases such as Pinecone, Snowflake Cortex Search, and pgvector for Retrieval‑Augmented Generation (RAG). Experience with AI/ML concepts and implementing agentic architecture and AI workflows in enterprise environments. Experience with cloud platforms such as GCP or AWS preferred. Experience with GitHub for version control, Jira for work tracking, and Confluence/Lucid for documentation. Strong problem‑solving, critical thinking, and ability to execute under minimal supervision. Motivated to learn new technologies and develop new skills. Track record of introducing innovation in automation and AI while maintaining governance and system reliability. Workato Automation Pro, Foundations or SnowPro certifications preferred. Benefits Competitive salary based on experience and geographic zone. Variable pay and a robust benefits package. Work‑from‑home basics and office equipment discounts. Health and fitness benefits such as Gympass access. Employee Assistance Program for mental health support. Childcare subsidy and university/education discounts (where available). Equal Opportunity Employer We are an equal‑opportunity employer. All applicants will be considered for employment without attention to age, race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. #J-18808-Ljbffr
Senior Ai Automation Engineer
TRANSFORMCAP
Tijuana, Tijuana
Publicado hace 4 días
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