GEN AI Specialist

Role Name: GEN AI Specialist
Location: Missisauga ON

JOB DESCRIPTION:
Job Description: GenAI & AI/ML Framework Specialist (C/C)

Role Overview:

We are seeking a GenAI & AI/ML Framework Specialist to design, build, and scale next-generation artificial intelligence solutions.

You will develop advanced machine learning algorithms, optimize open-source frameworks, and implement Generative AI architectures into enterprise applications.

Key Responsibilities

• GenAI & Model Development
• Design and deploy Generative AI solutions using Large Language Models (LLMs) and diffusion models.
• Implement optimization techniques including prompt engineering, fine-tuning, and Retrieval-Augmented Generation (RAG).
• Develop predictive models by selecting, training, and tuning traditional machine learning and deep learning algorithms.
• Framework & Pipeline Engineering
• Build scalable pipelines for data preprocessing, feature engineering, and model training.
• Optimize AI frameworks to improve inference speed, reduce latency, and lower compute costs.
• Integrate AI models seamlessly into production software architectures and enterprise workflows.
• Technical Skills Required
• AI/ML Frameworks & Libraries
• Core Frameworks: Deep expertise in PyTorch, TensorFlow, or JAX.
• GenAI Ecosystem: Hands-on experience with Hugging Face, LangChain, LlamaIndex, and vLLM.
• Core Languages: Mastery of Python for performance tuning.
• Algorithms & Math
• Machine Learning: Deep understanding of regression, clustering, decision trees, and ensemble methods.
• Deep Learning: Strong grasp of Transformers, CNNs, RNNs, and reinforcement learning (RLHF).
• Data Infrastructure: Experience with Vector Databases (ChromaDB, Pinecone, Milvus) and SQL/NoSQL.
• MLOps & Infrastructure
• Deployment: Experience with MLflow, Kubeflow, or Triton Inference Server.
• Cloud & Compute: Proficiency with AWS (SageMaker), Azure (Azure AI), or GCP (Vertex AI), alongside GPU acceleration (CUDA).
• Experience & Qualifications
• Experience: years in data science or AI engineering, with years dedicated to Generative AI.
• Education: Master’s in Computer Science, Data Science, Mathematics, or a related quantitative field.