lululemon Software Engineer - Data and AI Platforms
$124.5k - $163.4k per yearlululemon
- Implement and maintain components of canonical semantic models (taxonomies, ontologies, knowledge graphs) for enterprise domains such as product, customer, and supply chain
- Build and support systems that provide high-quality context for LLMs, including Retrieval pipelines (RAG / GraphRAG), Semantic search (embeddings, hybrid search), and evidence-based reasoning layers
- Work alongside AI/ML Science teams to test and validate model outputs, surfacing issues that contribute to hallucination risk or reduced trust in AI-generated outputs
- Identify and escalate challenges related to data ambiguity, duplication, and inconsistencies, and implement fixes in line with established schema governance and versioning practices
- Design and implement technical solutions for features and systems within established architectural frameworks including component design, API contracts, and data models
- Write high-quality, scalable code across the full technology stack following software engineering best practices
- Lead technical design discussions on implementation approaches presenting proposals and facilitating team alignment
- Conduct thorough code reviews ensuring adherence to standards, identifying security vulnerabilities, and providing mentorship through feedback
- Implement comprehensive automated testing strategies including unit, integration, and end-to-end tests to ensure quality
- Bachelor's degree in Computer Science, Software Engineering, or related technical field, or equivalent experience
- 4-8 years of software development experience designing scalable systems and leading technical implementation, or equivalent
- Proven experience designing and implementing features with high-quality, well-tested code; track record of leading code reviews and providing constructive mentorship through feedback
- Demonstrated ability to decompose complex problems into implementable solutions; experience analysing how technical decisions propagate across distributed systems
- Experience designing and implementing complex integrations ensuring reliable inter-system communication; familiarity with presenting integration approaches and architectural trade-offs
- Experience building knowledge bases in retail or similar domains
- Familiarity with search, recommender and RAG/GraphRAG hybrid retrieval architectures
- Exposure to AI-driven systems - optimization, predictions and Agents
- Experience working with knowledge representation for LLM-powered applications
- Extended health and dental benefits, and mental health plans
- Paid time off
- Savings and retirement plan matching
- Generous employee discount
- Fitness & yoga classes
- Parenthood top-up
- Extensive catalog of development course offerings
- People networks, mentorship programs, and leadership series (to name a few)
workplace arrangement Hybrid In-person collaboration and connection is important to our culture. Work is performed onsite, minimum 4 days per week. #LI-AG2
$176.76k - $232k per year
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