IBU Consulting
Generative AI Engineer
Fulltime
Toronto, ON
Job Description:
•Understand business processes, identify pain points and areas for improvement, and articulate problems that can be addressed through machine learning solutions
•Analyze and correlate relevant business metrics to determine the impact of potential solutions
•Gather, clean, and preprocess data from various sources to facilitate the development of machine learning models
•Design, develop, and implement machine learning models using advanced techniques such as Neural Networks and Transformer models, with a focus on tabular data and NLP applications
•Perform feature engineering, data preprocessing, and model selection to optimize model performance
•Evaluate model performance using appropriate metrics, iterating and refining as necessary
•Monitor and maintain the performance of machine learning models in production, troubleshooting and updating as required
•Communicate findings, insights, and recommendations to stakeholders in a clear and actionable manner
•Stay up to date with the latest research, trends, and best practices in machine learning, NLP, Neural Networks, Transformer models, and related technologies
•Continuously improve the organizations machine learning infrastructure, tools, and processes to enhance efficiency and effectiveness
•Proactively identify opportunities for leveraging machine learning and AI solutions to drive business value and improve operations
•Collaborate cross-functionally with other teams, such as product development, marketing, and customer support, to ensure seamless integration and implementation of machine learning models into existing systems and workflows
•Train and mentor junior team members, sharing knowledge and expertise in machine learning, NLP, Neural Networks, and Transformer models
•Ensure compliance with data privacy and security regulations while handling sensitive information
•Bachelors or higher degree in computer science, Data Science, Engineering, or a related field Years of experience in machine learning
•7+ years of experience in full stack application development, including React JS, Restful APIs and SQL and no-SQL Databases
•Prior Experience building Agentic Workflows utilizing GEN AI on Azure Stack Mandatory Experience with using LangChain7+ years of experience in full stack application development, including React JS, Restful APIs and SQL and no-SQL Databases
•Strong experience with React JS/HTML/CSS/ and Java/Node/Python familiar with modern software architectures, API-driven development, Test driven development, single-sign-on application development, web application development, development of reusable components and scripting languages
•Experienced using GitHub, GitHub actions, Azure Kubernetes Service, Microsoft Entra ID, Azure API Management, and CI/CD Pipelines
Thanks & Regards
Atul Priyadarshi
Atul.priyadarshi@ibuconsulting.com
