We are seeking a highly skilled hybrid GenAI and machine learning engineer to design, test, and deploy Generative AI (GenAI), Large Language Model (LLM)-powered capabilities and machine learning solutions within the contact center.
Requirements
- Develop, train, and deploy machine learning models to support contact center optimization and quality automation.
- Build and maintain ML pipelines for data prep, feature engineering, model training, testing, and monitoring.
- Apply MLOps best practices including CI/CD, model versioning, drift detection, and performance monitoring.
- Develop, configure, and test GenAI solutions for contact center workflows including agent assist, summarization, knowledge retrieval, and QA automation.
- Build prompt frameworks and templates for operational use cases.
- Evaluate and compare LLM capabilities across platforms (OpenAI, Azure OpenAI, Anthropic, Google, etc.).
- Conduct iterative experimentation to improve model accuracy, tone, compliance, and consistency.
- Integrate LLMs with enterprise data sources using retrieval-augmented generation (RAG).
- Design evaluation methodologies including grounding tests, hallucination detection, correctness scoring, and safety checks.
- Create scoring rubrics and benchmark datasets tailored to contact center scenarios.
- Run side-by-side model comparisons and maintain dashboards for accuracy, latency, and cost.
- Test solutions against compliance, risk, and privacy guidelines.
- Build prototypes using Python, APIs, vector databases, embeddings, and orchestration frameworks.
- Experience developing and deploying ML models (supervised, unsupervised, deep learning) in production.
- Skilled with ML frameworks such as TensorFlow, PyTorch, scikit-learn.
- Familiarity with MLOps tools (MLflow, Kubeflow, Azure ML).
- Strong understanding of model lifecycle management and monitoring.
- Develop pipelines to prepare transcripts, metadata, and knowledge sources for GenAI.
- Use tools such as Azure OpenAI, LangChain, or Semantic Kernel.
Benefits
- Health, dental, mental health, vision, short- and long-term disability, life and AD&D insurance coverage
- Adoption/surrogacy and wellness benefits, and employee/family assistance plans
- Pension and a global share ownership plan with employer matching contributions
- Financial education and counseling resources
- Generous paid time off program in Canada
- Retirement savings plans