Senior Data Engineer Gen AI

Gen AI - Senior Data Scientist

Mississauga ON

Job Description

This is an exciting opportunity to join a team focused on revolutionizing financial data interaction through advanced AI. We are seeking a highly skilled and motivated Senior Data Scientist specializing in Generative AI to contribute to the development of AIML projects within the Finance domain

Responsibilities

Design develop and implement cutting edge Generative AI solutions for various AIML projects in Finance building upon existing foundations

Lead the integration of Retrieval Augmented Generation RAG techniques to enhance the accuracy and context awareness of our AI systems

Develop and refine Large Language Model LLM based solutions leveraging expertise in prompt engineering and finetuning

Utilize table transformers and other advanced Python packages for extracting and processing complex financial data

Work end to end on GenAI solutions from data preprocessing and model development to deployment and monitoring

Collaborate with cross functional teams to ensure seamless integration of AI solutions into existing workflows

Stay up to date with the latest advancements in GenAI and contribute to our ongoing AI innovation efforts

Communicate technical concepts and findings clearly and effectively to both technical and nontechnical audiences

Bachelors in computer sciences or related field

Masters degree or PhD in Data Science Computer Science or a related field is preferred

Proven experience 68 years in developing and deploying AIML solutions in real-world settings

Minimum 2 years of experience specifically with Generative AI solutions

Proven experience in developing and deploying Generative AI solutions in real-world settings

Deep understanding of

• Retrieval Augmented Generation RAG
• Large Language Models LLMs and their applications
• oTransformer models eg BERT GPT
• Agentic AI understanding
• Prompt engineering and finetuning techniques
• Vector databases and similarity search
• LangChain Llama Index or similar frameworks for building GenAI applications
• Model evaluation metrics for GenAI
• MLOps principles and practices for deploying and managing AI models

Strong programming skills in Python including experience with relevant libraries and frameworks eg TensorFlow PyTorch scikitlearn Pandas NumPy

Excellent communication collaboration and problem-solving skills

Handson experience with end-to-end AI project development and deployment

Preferred Qualifications

• Formal coursework or certifications in Data Science
• Experience in the financial services industry
• Familiarity with cloud computing platforms eg AWS Azure GCP
• Contributions to opensource AI projects

What to expect

• Opportunity to work on cutting-edge AI projects
• Collaborative and innovative work environment

Skills

Mandatory Skills : GenAI - LLMOps Python