AI Engineer | BEES Personalization

abinbev · Remoto

Posted about 2 months ago

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Skills

AI agentsmulti-agent architecturesLLMsreasoningplanningtask executionRAG (Retrieval-Augmented Generation)LangChainLangGraphAzure AI Foundrymodel servinglow-latency inferencehigh-throughput inferenceKServeTriton Inference Server

Job description

<p><strong>About us</strong></p> <p>AB InBev is the leading global brewer and one of the world’s top 5 consumer product companies. With over 500 beer brands, we’re number one or two in many of the world’s top beer markets, including North America, Latin America, Europe, Asia, and Africa<strong>.</strong></p> <p>&nbsp;</p> <p><strong>About&nbsp;AB&nbsp;InBev&nbsp;Growth&nbsp;Group</strong></p> <p>Created in 2022, the Growth Group unifies our business-to-business (B2B), direct-to-consumer (DTC), Sales &amp; Distribution, and Marketing teams. By bringing together global tech and commercial functions, the Growth Group allows us to fully leverage data and drive digital transformation and organic growth for AB InBev around the world.</p> <p>In addition to supporting well-known global beer brands like Corona, Budweiser, and Michelob Ultra, the Growth Group is home to a robust suite of digital products including our B2B digital commerce platform BEES, on-demand delivery services Ze Delivery and TaDa Delivery, and table top beer keg PerfectDraft.</p> <p>&nbsp;</p> <p><strong>About the job</strong></p> <p>We are looking for a highly skilled AI Engineer to join our team and lead the design and implementation of complex AI agents capable of reasoning, planning, and collaborating with humans and other systems. This role goes beyond building simple chatbots: you will be responsible for creating multi-agent architectures, integrating advanced LLMs, and ensuring robustness, scalability, and security in production environments.</p> <p>You&nbsp;will&nbsp;work&nbsp;closely&nbsp;with&nbsp;product&nbsp;managers,&nbsp;data&nbsp;engineers,&nbsp;and&nbsp;security&nbsp;specialists&nbsp;to&nbsp;develop&nbsp;agent-based&nbsp;systems&nbsp;that&nbsp;handle&nbsp;real-world&nbsp;complexity&nbsp;at&nbsp;scale.</p> <p>&nbsp;</p> <p><strong>What&nbsp;you'll&nbsp;do:</strong></p> <ul> <li>Design,&nbsp;develop,&nbsp;and&nbsp;deploy&nbsp;multi-agent&nbsp;AI&nbsp;systems&nbsp;for&nbsp;reasoning,&nbsp;planning,&nbsp;and&nbsp;task&nbsp;execution.</li> <li>Implement&nbsp;RAG&nbsp;(Retrieval-Augmented&nbsp;Generation)&nbsp;pipelines,&nbsp;using&nbsp;orchestration&nbsp;tools&nbsp;and&nbsp;frameworks&nbsp;<br>(LangChain,&nbsp;LangGraph,&nbsp;<em>Azure</em>&nbsp;AI&nbsp;Foundry).</li> <li>Optimize&nbsp;model&nbsp;serving&nbsp;for&nbsp;low-latency,&nbsp;high-throughput&nbsp;inference&nbsp;using&nbsp;frameworks&nbsp;like&nbsp;KServe,&nbsp;<br>Triton&nbsp;Inference&nbsp;Server,&nbsp;or&nbsp;Ray&nbsp;Serve.</li> <li>Build&nbsp;observability&nbsp;and&nbsp;evaluation&nbsp;frameworks&nbsp;to&nbsp;monitor&nbsp;agent&nbsp;reasoning,&nbsp;success&nbsp;rates,&nbsp;and&nbsp;failure&nbsp;cases.</li> <li>Collaborate&nbsp;with&nbsp;ML&nbsp;and&nbsp;data&nbsp;engineers&nbsp;to&nbsp;integrate&nbsp;structured&nbsp;and&nbsp;unstructured&nbsp;data&nbsp;sources&nbsp;into&nbsp;agent&nbsp;workflows.</li> <li>Apply&nbsp;security&nbsp;and&nbsp;alignment&nbsp;techniques&nbsp;(guardrails,&nbsp;prompt&nbsp;injection&nbsp;prevention,&nbsp;red-teaming)&nbsp;<br>to&nbsp;ensure&nbsp;robust&nbsp;behavior.</li> <li>Work&nbsp;in&nbsp;a&nbsp;CI/CD&nbsp;environment&nbsp;(<em>Azure</em>&nbsp;DevOps,&nbsp;GitHub&nbsp;Actions,&nbsp;ArgoCD)&nbsp;for&nbsp;rapid&nbsp;iteration&nbsp;and&nbsp;reliable&nbsp;deployment.</li> <li>Participate&nbsp;in&nbsp;architectural&nbsp;decisions&nbsp;involving&nbsp;distributed&nbsp;systems,&nbsp;GPU&nbsp;usage,&nbsp;<br>caching&nbsp;strategies,&nbsp;and&nbsp;memory&nbsp;management.</li> </ul> <p>&nbsp;</p> <p><strong>What&nbsp;you'll&nbsp;need:</strong></p> <ul> <li>Strong&nbsp;proficiency&nbsp;in&nbsp;<em>Python</em>&nbsp;(for&nbsp;prototyping)&nbsp;and&nbsp;C++/Go&nbsp;(for&nbsp;performance-critical&nbsp;components).</li> <li>Proven&nbsp;experience&nbsp;with&nbsp;LLMs&nbsp;(OpenAI,&nbsp;Anthropic,&nbsp;Llama,&nbsp;Mistral,&nbsp;or&nbsp;similar).</li> <li>Practical&nbsp;experience&nbsp;with&nbsp;agent&nbsp;orchestration&nbsp;frameworks&nbsp;(LangChain,&nbsp;LangGraph,&nbsp;Semantic&nbsp;Kernel).</li> <li>Deep&nbsp;understanding&nbsp;of&nbsp;search&nbsp;and&nbsp;retrieval&nbsp;systems&nbsp;<br>(vector&nbsp;databases&nbsp;like&nbsp;Pinecone,&nbsp;Weaviate,&nbsp;FAISS,&nbsp;Milvus).</li> <li>Knowledge&nbsp;of&nbsp;distributed&nbsp;systems&nbsp;and&nbsp;experience&nbsp;deploying&nbsp;<br>ML&nbsp;models&nbsp;in&nbsp;Kubernetes/AKS/EKS/GKE&nbsp;environments.</li> <li>Familiarity&nbsp;with&nbsp;ONNX&nbsp;Runtime,&nbsp;TensorRT,&nbsp;or&nbsp;DeepSpeed&nbsp;for&nbsp;inference&nbsp;optimization.</li> <li>Experience&nbsp;with&nbsp;public&nbsp;clouds&nbsp;(<em>Azure</em>,&nbsp;AWS,&nbsp;or&nbsp;GCP)&nbsp;and&nbsp;infrastructure&nbsp;as&nbsp;code&nbsp;<br>(Terraform,&nbsp;CloudFormation,&nbsp;or&nbsp;Bicep).</li> <li>Understanding&nbsp;of&nbsp;AI&nbsp;security&nbsp;(prompt&nbsp;injection,&nbsp;data&nbsp;leakage,&nbsp;adversarial&nbsp;testing).</li> </ul> <p>&nbsp;</p> <p><strong>Nice&nbsp;to&nbsp;have:</strong></p> <ul> <li>Experience&nbsp;with&nbsp;multi-agent&nbsp;simulations&nbsp;(AutoGen,&nbsp;CrewAI,&nbsp;OpenAI&nbsp;Swarm).</li> <li>Background&nbsp;in&nbsp;red-teaming&nbsp;and&nbsp;offensive&nbsp;security&nbsp;for&nbsp;AI&nbsp;models.</li> <li>Knowledge&nbsp;of&nbsp;graph&nbsp;databases&nbsp;(Neo4j,&nbsp;ArangoDB)&nbsp;for&nbsp;agent&nbsp;memory&nbsp;and&nbsp;reasoning.</li> <li>Publications,&nbsp;research&nbsp;contributions,&nbsp;or&nbsp;involvement&nbsp;in&nbsp;open-source&nbsp;projects&nbsp;related&nbsp;to&nbsp;LLM&nbsp;or&nbsp;agent&nbsp;frameworks.</li> </ul> <p>&nbsp;</p> <p><strong>What We Offer:</strong></p> <ul> <li>Performance based bonus*</li> <li>Attendance Bonus*&nbsp;</li> <li>Private pension plan</li> <li>Meal Allowance</li> <li>Casual office and dress code</li> <li>Days off*</li> <li>Health, dental, and life insurance</li> <li>Medicines discounts</li> <li>WellHub partnership</li> <li>Childcare subsidies</li> <li>Discounts on Ambev products*</li> <li>Clube Ben partnership</li> <li>Scholarship*</li> <li>School materials assurance</li> <li>Language and training platforms</li> <li>Transport allowance</li> </ul> <p>*Rules applied</p> <p><strong>Equal Opportunity &amp; Affirmative Action:</strong></p> <p>AB InBev Growth Group is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon of race, color, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other applicable legally protected characteristics.</p> <p>The following fields are optional, but anticipate the information for your registration*.</p> <p>Remember: your data will never be used as elimination criteria in selection processes. With them, AB InBev Growth Group is able to analyze diversity and reduce biases in selection processes. We want to contribute to changing this reality by being an inclusive company.&nbsp;</p> <p>For more information:&nbsp;<a href="http://www.abinbev.com" target="_blank">www.abinbev.com</a>&nbsp;</p> <p>&nbsp;</p>

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