Gen AI Developer

Infinity Solutions; Canada; On-site; CAD 100,000 - 130,000; Full time

Job summary

A leading technology firm in Canada is seeking a motivated Gen AI Engineer to develop and support solutions focused on customer insights. The role involves collaborating with product owners and data teams while leveraging expertise in machine learning and generative AI. Ideal candidates should have a minimum of 5 years of experience, strong skills in Python and Azure AI technologies, and a commitment to enhancing response quality in production applications.

Qualifications

• Minimum of 5 years of experience solving high-impact business problems.
• Proven experience as a ML Engineer focused on generative AI.
• Hands-on experience using Azure AI search and Lang chain.

Responsibilities

• Understand Gen AI use cases with product owners.
• Drive data requirements conversations with the data office.
• Develop and deploy inference APIs using frameworks like Lang chain.

Skills

Machine learning

Generative AI

Prompt engineering

Azure AI search

Python

Pyspark

UI development

Tools

Lang chain

Azure ML

Databricks

Job description

Skills and Responsibilities

Seeking for a motivated Gen AI Engineer to work with our Global Advanced Customer Analytics team and develop & support solutions primarily focused on customer insight knowledge bot.

Responsibilities

• Gen AI use cases requirements understanding working with product owners, business and design LLM solutions aligned with Manulife approved RAG patterns
• Drive data requirements conversations and work with data office to get required data for the use case
• Design efficient chunking & indexing strategies to support answer generation as per expectations
• Develop and deploy inference APIs using frameworks like Lang chain and deploy to AKS or function apps
• Capable to pick up UI work as needed to support front end integration collaborating with UI team
• Support Gen AI knowledge BOTs in production by monitoring user feedback and improve BOT response quality through enhancements as per feedback
• Embrace best practices, processes related to ML Ops, Coding best practices
• Experience in optimizing model accuracy by efficient prompt refinements
• Collaborate with existing members in the team, contribute to reusable Gen AI code base

What we are looking for

• Minimum of 5 years of experience solving high-impact business problems using Machine learning & latest advancements in LLMs
• Proven experience as a ML Engineer, with a strong focus on generative AI, prompt engineering, and RAG applications.
• Hands-on experience using Azure AI search, Lang chain, other Vector stores.
• Experience in Azure Open AI. Open-source LLMs is a plus.
• Strong software development skills with proficiency in Python, Pyspark, preferably using Databricks Azure ML.
• Basic knowledge of React or equivalent UI frameworks is a plus.
• Strong experience in supporting production applications post development and continuously improve response quality to increase benefits
• Strong collaboration skills, ability to translate sophisticated requirements into technical backlog, presentation skills, and an ability to balance a sense.