Lead Engineer providing technical expertise in electrification solutions for EHV/HV substations at GE Vernova. Responsible for system design, material selection, and project consultations.
About the role
- Software Engineer, AI at Klue, building LLM-powered agents for workflow automation in Toronto. Collaborating on search retrieval optimization and ML-powered solutions.
Responsibilities
- Design and implement retrieval-augmented generation (RAG) systems with agentic workflows
- Build and optimize retrieval pipelines using BM25, dense retrieval, hybrid retrieval, and re-ranking approaches
- Develop evaluation pipelines for retrieval and generation using offline metrics and human-in-the-loop evaluations
- Experiment with query rewriting, expansion, and classification to improve retrieval relevance
- Collaborate closely with Product to bring ML-powered search agents into production
- Profile, debug, and optimize latency, accuracy, and scalability of retrieval and generation components
- Contribute to the design of data pipelines for training retrieval and ranking models
Requirements
- 5+ years of software engineering experience
- Experience with information retrieval systems, search relevance, and ranking models
- Expertise in Python, with experience in frameworks such as PyTorch, TensorFlow, or JAX
- Familiarity with LLMs, prompt engineering, and retrieval-augmented generation pipelines
- Understanding of evaluation methods for search systems including offline metrics and user-facing evaluation
- Experience with vector database infrastructure and traditional search engines
- Understanding of data pipelines and large-scale data handling
- Ability to work independently and collaboratively in a fast-paced environment
- Develop and implement CI/CD pipelines
- Knowledge of query understanding, document summarization, and other content enrichment strategies
- Expertise in automated LLM evaluation
Benefits
- Extended health & dental coverage that starts on Day 1
- Discounts at Goodlife and Perkopolis
- Employee Stock Option Plan
- Take The Time You Need vacation policy
- Top-tier tools including Mac or PC
- Access to A+ tooling
- Opportunities to connect with leadership team
- Regular social events throughout the year
- Dog-friendly spaces in offices
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