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Generative AI Engineer

1 month ago


Toronto Ontario, Ontario, Canada Smart IT Frame LLC Full time

JD:


Responsibilities:

The ideal candidate will play a crucial role in building seamless connectivity between diverse components in our LLM pipelines, optimizing workflows, and contributing to the development of front-end interfaces.


  • 5+ years of work experience working on various cloud technologies in ML deployment area with atleast 2+ years of experience working on software engineering efforts for implementation of LLM pipelines.
  • Proven Experience working with RAG Frameworks - Langchain, Llamaindex
  • Proven Experience to create Knowledge Graph (KG) and integrate same with LLM pipelines. Experience working with Medical data to create KG is good to have
  • Design and implement end-to-end orchestration solutions for AI pipelines, ensuring smooth communication and coordination between various components.
  • Develop connectors and interfaces to establish connectivity between different AI components, including data processing modules, machine learning models, and external APIs.
  • Implement optimization techniques for AI pipelines, including resource allocation, parallel processing, and load balancing.
  • Assist in the development of front-end interfaces, such as UIs and API connections, to provide user-friendly access and control over orchestrated processes.
  • Collaborate with data scientists, software engineers, database engineers to understand requirements and provide technical solutions.
  • Communicate effectively with team members and stakeholders throughout the development lifecycle.


Technical skills:


  • Knowledge of LLM’s and integrating various components with LLM’s
  • Knowledge of RAG frameworks – Llamaindex, Langchain
  • Knowledge of Knowledge Graph (Neo4j) – Medical data
  • Knowledge of containerization technologies (Docker, Kubernetes).
  • Experience with cloud platforms (e.g., AWS, Azure).
  • Excellent problem-solving skills and the ability to work in a collaborative team environment.



Soft skills:

  • Strong work ethic and desire to produce quality results
  • Consistently and proactively communicates (verbally/written) to stakeholders (progress/roadblocks/etc.)
  • Ability to take complex subjects and simplify it to less technical individuals
  • Provides clear documentation of processes, workflows, recommendations, etc.
  • Organized and has the ability to manage work effectively, escalating issues as appropriate
  • Displays ownership of their work (quality, timeliness)
  • Seeks to become an expert in their field and shares their expertise through recommendations, proactive communications/actions and peer sharing/coaching where relevant
  • Should be able to communicate with stakeholders directly and independently


Candidate Profile:


  • Bachelor’s/Master's degree in economics, mathematics, computer science/engineering, operations research or related analytics areas; candidates with BA/BS degrees in the same fields from the top tier academic institutions are also welcome to apply
  • Outstanding written and verbal communication skills
  • Superior analytical and problem solving skills
  • Experience in working in dual shore engagement is preferred
  • Must have experience in managing clients directly
  • Strong record of achievement, solid analytical ability, and an entrepreneurial hands-on approach to work
  • Able to work in fast pace continuously evolving environment and ready to take up uphill challenges
  • Is able to understand cross cultural differences and can work with clients across the globe