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We are looking for a Senior AI/ML Engineer to lead the architecture of a next-generation LLM enrichment pipeline within an enterprise Knowledge Graph for a global CPG/Food leader. In this role, you will leverage Microsoft Fabric IQ and Azure OpenAI to transform unstructured product data into high-value, structured metadata at scale (dietary classifications, flavor profiles, and sourcing attributes). You will have end-to-end ownership of taxonomy design, prompt engineering strategies, and evaluation frameworks, ensuring high precision before models are handed off for human-in-the-loop review.
Key Responsibilities:
- Design taxonomy for LLM classification (dietary, flavor, use case, sourcing) with the Data Architect and Director of AI
- Design and iterate prompts for entity classification and metadata generation across products, recipes, and ingredients
- Build an evaluation harness to measure enrichment accuracy, coverage, and drift
- Implement the enrichment pipeline in Azure OpenAI with a human review step before writing to the graph
- Support entity resolution (matching recipe ingredients to Salsify products, disambiguating variants like ground vs. whole peppercorn) with backend engineering
- Define escalation paths for dietary/health claim outputs needing regulatory or Director of AI sign off
- Tune model selection and quality thresholds against the review policy
- Document taxonomy decisions, prompt versions, and evaluation results
Required Qualifications:
- Solid experience in ML/AI engineering with hands-on LLM classification or enrichment pipeline experience
- Strong Python; prompt engineering and structured output generation (JSON schemas, function calling)
- Hands-on experience with Azure OpenAI or an equivalent LLM API
- Experience building evaluation/benchmarking frameworks for model outputs
- Experience building human-in-the-loop review workflows
- Familiarity with taxonomy or ontology-driven data models
- Working knowledge of vector search/embeddings for semantic matching
Nice to have:
- CPG, retail, or food industry experience, especially dietary/health claim content
- Familiarity with schema.org, JSON-LD, and GEO
- Experience with Microsoft Fabric/Fabric IQ
- Microsoft certifications: Azure AI Engineer Associate or equivalent
REMOTE WORK: This position is remote-friendly. If you miss being in the office, we have a great one in FlorianĂłpolis, and you are welcome to work from there whenever you wish. Just a reminder: remote employees must live in Brazil (we hire international professionals only for specific openings).
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Arctouch
View Company ProfileArctouch is a leading digital product innovation company that empowers businesses to thrive in a rapidly changing world. With a strong mission to deliver exceptional user experiences through cutting-edge technology, Arctouch cultivates a culture of innovation, collaboration, and continuous learning. The company's ethos revolves around leveraging the latest advancements in tech to create bespoke digital solutions for clients across various sectors. Arctouch's tech stack is diverse and robust, encompassing a wide range of technologies including but not limited to mobile and web development frameworks, artificial intelligence, machine learning, and cloud computing platforms. This enables the company to design, develop, and deploy tailored solutions that meet the unique needs of each client. Arctouch prioritizes a culture that values creativity, transparency, and open communication, fostering an environment where talented individuals can grow professionally and contribute to groundbreaking projects. By focusing on the development of pioneering digital products and services, Arctouch supports businesses in navigating digital transformation journeys, enhancing their market presence, and achieving their strategic goals.
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