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Principal AI Flow Development Engineer

at Synopsys

Mid LevelNo visa sponsorshipData Science/AI/ML

Posted 17 hours ago

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Compensation: Not specified
City: Dublin
Country: Ireland

**Principal AI Flow Development Engineer** in Dublin sought. Lead AI model development, optimize AI pipelines using MLflow. Required: 10+ years' AI/ML exp., Deep learning expertise (PyTorch/Tensorflow), AI engineering skills (Python, Bash), CI/CD experience (Git, Jenkins), and familiarity with cloud platforms (AWS, GCP). Proven track record in AI/ML project delivery and mentoring teams. Senior level.

We Are:

At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software content.

You Are:

You are an accomplished AI engineer with a deep understanding of GenAI, RAG, and agentic AI systems. You enjoy architecting robust, production-ready solutions that streamline technical workflows and empower teams.

What You’ll Be Doing:

Agent & Workflow Development

* Architect multi-agent systems and agentic workflows for IP R&D automation

* Design and implement AI copilots with tool use, planning, and memory capabilities

* Build prompt systems and orchestration logic for complex, multi-step tasks

RAG & Knowledge Systems

* Design retrieval pipelines for semiconductor IP documentation (specs, verification reports, design docs)

* Build ETL (Extract-Transform-Load) workflows for document parsing, chunking, and semantic enrichment

* Optimize retrieval quality through evaluation, reranking, and hybrid search strategies

Integration & Interoperability

* Implement MCP (Model Context Protocol) servers/clients for secure context sharing across enterprise tools

* Build A2A (Agent-to-Agent) integrations connecting AI services with existing IP development workflows

* Develop APIs enabling seamless interaction between agents and EDA (Electronic Design Automation) tools

Production & Reliability

* Establish evaluation frameworks: retrieval metrics, agent task success rates, output quality scoring

* Implement guardrails for output validation, hallucination detection, and domain accuracy

* Build observability infrastructure: tracing, token usage monitoring, latency tracking

* Optimize for cost/performance through caching, model routing, and token management

Collaboration

* Partner with IP designers and verification engineers to capture domain expertise

* Translating R&D workflow pain points into AI-powered solutions

* Document architecture, prompt strategies, and integration patterns for team scaling

The Impact You Will Have:

* Accelerate IP development cycles through intelligent automation

* Reduce manual effort via smart copilots and agentic workflows

* Enable data-driven decisions through AI-powered insights

* Improve accuracy and consistency across verification and documentation tasks

What You’ll Need:

* 5+ years in software development with AI/ML focus

* Expertise in GenAI, RAG, and agentic AI systems

* Advanced Python proficiency (modularity, testing, documentation)

* Understanding of semiconductor IP development practices

* Experience with ETL pipelines, observability, and cloud deployment

* BS in Engineering, Computer Science, or related field

Nice to Have:

* Experience with agentic frameworks (e.g., LangChain, LlamaIndex, CrewAI, or equivalent)

* Familiarity with MCP and A2A integration patterns

* Background in EDA tool integration

Who You Are:

* Innovative problem-solving with AI

* Strong cross-functional collaboration skills

* Ability to translate technical concepts for diverse audiences

* Self-motivated, adaptable approach to continuous learning

The Team You’ll Be A Part Of:

Join an engineering team pioneering GenAI solutions for Digital Interface Controller IP, working closely with stakeholders to deliver transformative AI applications.

Rewards and Benefits:

We offer a comprehensive range of health, wellness, and financial benefits to cater to your needs. Our total rewards include both monetary and non-monetary offerings. Your recruiter will provide more details about the salary range and benefits during the hiring process.

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