채용
Overview:
Johnson Controls is seeking a highly skilled Senior PIM & AI Solutions Engineer to accelerate our enterprise product data platform with next‑generation AI capabilities. This role blends deep PIM engineering expertise with hands‑on AI solution development, leveraging Inriver Inspire AI, large language models (LLMs), AI agents, content generation/translation engines, and productivity automation frameworks.
You will partner with product owners, architects, and Product Marketing to deliver intelligent, scalable solutions that improve product content quality, streamline enrichment workflows, automate data transformations, and enhance speed‑to‑market. This includes enabling Inspire AI features, building validation workflows, generating data‑loader templates from intake sheets, and evaluating new AI tools that drive operational efficiency across the product content lifecycle.
Responsibilities Build (PIM, AI, and Workflow Engineering)
- Enable, configure, and optimize Inriver Inspire AI features for content generation, localization, translation, and enrichment.
- Design and implement AI agent–driven workflows for content validation, attribute completeness checks, enrichment task routing, automated suggestions, and metadata generation.
- Build automations for intake‑to‑PIM transformations, including generating data loader sheets, mapping templates, cleansing rules, and exception handling.
- Design and evolve product data models (entities, attributes, CVLs, relationships), taxonomy/classification structures, validation rules, and versioning strategies.
- Engineer bulk data onboarding processes including imports, ETL transformations, AI‑assisted cleanup, and quality checks.
- Integrate PIM with AI services/agents, translation services, downstream systems, and internal applications via REST APIs, message/event‑based patterns, and workflow orchestration.
- Produce technical documentation including AI workflow designs, prompt & tool catalogs for agents, integration specs, data models, and operational runbooks.
AI Enablement & Productivity Innovation
- Evaluate, prototype, and operationalize AI/ML tools and agent frameworks to improve productivity across Product Marketing and product content operations.
- Build internal AI utilities/agents for tasks such as content rewriting, translation, categorization, attribute derivation, and taxonomy recommendations.
- Establish best practices for prompt engineering, tool calling, retrievers, model selection, evaluation metrics (quality, latency, cost), and human‑in‑the‑loop (HITL) review.
- Ensure ethical, secure, and compliant use of AI within enterprise guidelines (governance, data privacy, PII/PI policy adherence).
Platform & Engineering Excellence
- Apply OOP/SOLID principles and modern engineering practices to deliver maintainable and scalable PIM/AI solutions.
- Implement unit/integration tests and participate in CI/CD processes (Azure DevOps pipelines or equivalent).
- Drive data governance standards including completeness, consistency, accuracy, localization, lineage, and auditability.
- Promote best practices for agent safety/guardrails, evaluation harnesses, and continuous improvement in an Agile/Scrum environment.
Required Qualifications
- Bachelor’s degree in computer science, Engineering, or related field, or equivalent experience.
- 6–8 years of engineering experience with C#/.NET, REST APIs, and MS SQL Server.
- 2+ years of hands‑on experience building AI-driven applications, including LLM workflows, RAG pipelines, prompt orchestration, or automated content-generation systems.
- Practical experience developing or integrating AI agents using frameworks such as Azure AI Orchestration, Semantic Kernel, Lang Chain, or equivalent tool‑calling architectures.
- Experience with Azure OpenAI or comparable LLM platforms (model configuration, prompt design, evaluation, cost optimization).
- Strong understanding of enterprise AI patterns: retrieval-augmented generation (RAG), embeddings, translation/normalization pipelines, content quality evaluation, and human‑in‑the‑loop (HITL) review loops.
- Hands‑on experience implementing automated workflows, data transformations, and bulk import processes.
- Knowledge of PIM concepts, including data modeling, enrichment workflows, validation, localization, and taxonomy.
- Strong debugging and optimization skills for both PIM workflows and AI-driven automations.
- Excellent communication skills and ability to work across engineering, Product Marketing, and data governance teams.
Preferred Qualifications
- Inriver PIM experience (strongly preferred): advanced configuration of entities/links/CVLs, Inspire AI tuning, workflow customization, extensibility, connectors, and operational monitoring.
- Experience designing enterprise-grade AI solutions beyond basic prompting, such as multi-agent coordination, planning capabilities, or workflow orchestration frameworks.
- Hands-on experience with RAG optimization (embeddings tuning, vector index design, evaluation frameworks) and enterprise search technologies.
- Familiarity with AI quality evaluation, A/B testing, prompt safety guardrails, observability, and monitoring for model performance or agent behavior.
- Experience implementing AI-driven translations or localization pipelines at scale (e.g., Azure Translator, Language Studio, or 3rd‑party translation engines).
- Understanding of ML Ops / AI Ops concepts, including model lifecycle management, logging, cost governance, and versioning.
- Experience building automation solutions for product content operations (intake-to-PIM flows, automated validation gates, bulk enrichment, or classification systems).
- Knowledge of event-based integration patterns, pub/sub architectures, and microservices.
- Exposure to data governance, stewardship processes, and omnichannel content syndication.
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Johnson Controls 소개

Johnson Controls
Series BJohnson Controls International plc is an American-Irish multinational conglomerate headquartered in Cork, Ireland, that produces fire, HVAC, and security equipment for buildings. As of mid-2019, it employed 105,000 people in around 2,000 locations across six continents.
10,001+
직원 수
Cork
본사 위치
리뷰
4.0
10개 리뷰
워라밸
3.2
보상
3.8
문화
4.1
커리어
3.4
경영진
3.1
72%
친구에게 추천
장점
Good benefits and compensation
Supportive team culture and friendly coworkers
Flexible work arrangements and remote options
단점
Work-life balance challenges and heavy workload
Management responsiveness issues
Limited career advancement opportunities
연봉 정보
271개 데이터
Junior/L3
Mid/L4
Senior/L5
Junior/L3 · Data Analyst
0개 리포트
$136,240
총 연봉
기본급
-
주식
-
보너스
-
$115,804
$156,676
면접 경험
2개 면접
난이도
2.5
/ 5
소요 기간
14-28주
합격률
50%
경험
긍정 50%
보통 50%
부정 0%
면접 과정
1
Application Review
2
Recruiter Screen
3
Hiring Manager Interview
4
Technical Interview
5
Offer
자주 나오는 질문
Technical Knowledge
Behavioral/STAR
Past Experience
Problem Solving
Industry Knowledge
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