Specialist - Data Engineering

Job Title: Senior Python Developer

Work Location : Mississauga, Canada

Job Descriptions.

• 6 to 10 years of relevant experience in Apps Development or systems analysis role

Core AIML Foundations

• Strong foundational knowledge in GenAI Machine Learning ML modeling Data Science Statistics and AI fundamentals including Natural Language Processing NLP Neural Networks and Large Language Models LLMs
• Generative AI LLM Expertise
• Extensive handson experience with leading LLMs such as Google Gemini OpenAI models Anthropic Claude Mistral Llama and various other opensource LLMs
• Critical Deep working knowledge and handson experience with RetrievalAugmented Generation RAG pipelines including advanced RAG techniques and their detailed implementation
• Proven ability to build tune and deploy LLMbased applications using platforms like Vertex AI Hugging Face etc
• Expertise in developing robust prompt engineering strategies prompt tuning and creating reusable prompt templates
• Handson experience with agentic frameworkbased use case implementation
• Working knowledge of Guardrails and methodologies for assessing the performance and safety of GenAI features
• Programming Data Engineering
• Strong programming proficiency in Python is a must including extensive experience with libraries such as Pandas NumPy scikitlearn PyTorch TensorFlow Transformers FastAPI Seaborn LangChain and LlamaIndex
• Proficiency in integrating generative AI with enterprise applications using APIs knowledge graphs and orchestration tools
• Handson experience with various vector databases eg PG Vector Pinecone Mongo Atlas Neo4j for efficient data storage and retrieval
• Experience in dealing with large amounts of unstructured data and designing solutions for highthroughput processing
• Deployment MLOps
• Critical Handson experience deploying GenAIbased models to production environments
• Strong understanding and practical experience with MLOps principles model evaluation and establishing robust deployment pipelines
• Strong expertise in CICD principles and tools eg Jenkins GitLab CI Azure DevOps ArgoCD for automated builds testing and deployments
• Cloud Containerization
• Proven experience with container orchestration platforms like OpenShift or Kubernetes for deploying managing and scaling containerized applications in a cloudnative environment
• Soft Skills
• Strong problemsolving abilities excellent collaboration skills for working effectively with crossfunctional teams and the capability to work independently on complex ambiguous problems