Product Engineer owning complex production features for Social Discovery Group’s global social discovery platforms. Delegating development to AI agents while ensuring reliable financial transaction code.
About the role
- AI Engineer in AI Platform team building LLM-powered AI systems for Affinity's relationship intelligence platform. Collaborating with machine learning and software engineers to deliver insights from data.
Responsibilities
- Build RAG systems: Architect, prototype, and deploy RAG pipelines, combining vector search, hybrid retrieval, reranking and contextual compression techniques.
- Build LLM powered agent systems: Contribute to design and orchestration of multi-agent LLM systems using community frameworks and custom orchestration layers.
- Solve complex problems: Work on a variety of information extraction, information storage and information retrieval problems for both structured and unstructured data.
- Collaborate cross-functionally: Partner with cross-functional (product, infra, data engineering, and software engineering) to build robust, high-scale systems that underlie all of our data processing and ML Operations.
Requirements
- 2+ years of experience in software engineering and/or Machine Learning experience in applying machine learning in production.
- Hands on experience with LLM applications in production including prompt engineering and utilizing frameworks for online and offline evaluation
- Experience with LLM assisted search, such as query understanding and augmentation, text2sql, and entity extraction
- Experience with vector or graph databases
- Experience with document chunking, embedding models, and context window optimization
- Familiarity with metadata-based retrieval and re-ranking strategies
- Hands on experiences with model evaluation metrics (e.g. perplexity, hallucination rate, factual consistency)
- Familiarity with data security, versioning, and MLOps principles.
Benefits
- We cover both you and your dependents' extended health benefit premiums and offer flexible personal & sick days to support your well-being.
- We offer an RRSP plan to help you plan for your future.
- We provide an annual education budget and a comprehensive L&D program.
- We reimburse monthly for things like home internet, meals, and wellness memberships/equipment to support your overall health and happiness.
- Virtual team-building activities and socials to keep our team connected, because building strong relationships is key to success.
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