06 Sep
|
AIT Global
|
Mississauga
06 Sep
AIT Global
Mississauga
Job Title: Python Developer 8-10 years of relevant experience in Apps Development or systems analysis role Core AI/ML Foundations: Robust 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: Critical: Deep working knowledge and hands-on experience with Retrieval-Augmented Generation (RAG) pipelines, including advanced RAG techniques and their detailed implementation. Proven ability to build, tune, and deploy LLM-based applications using platforms like Vertex AI, Hugging Face, etc. Hands-on experience with agentic framework-based 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, scikit-learn, PyTorch, TensorFlow, Transformers, FastAPI, Seaborn, LangChain, and LlamaIndex. Proficiency in integrating generative AI with enterprise applications using APIs, knowledge graphs, and orchestration tools. Hands-on experience with various vector databases (e.g., PG Vector, Pinecone, Mongo Atlas, Neo4j) for effective data storage and retrieval.
Experience in dealing with large amounts of unstructured data and designing solutions for high-throughput processing.
Deployment & MLOps: Strong understanding and practical experience with MLOps principles, model evaluation, and establishing robust deployment pipelines. Jenkins, GitLab CI, Azure DevOps, ArgoCD) for automated builds, testing, and deployments.
📌 Python Developer - Remote Contract (Mississauga)
🏢 AIT Global
📍 Mississauga