Overview
Skills
Job Details
Lead the design, development, and deployment of AI models and agents for the product organization at Client.
Design, implement, and deploy state-of-the-art models, including LLMs and Generative AI frameworks (using both Python and Apex).
Perform model optimization for performance, scalability, and accuracy.
Implement advanced feature engineering techniques for structured and unstructured data.
Utilize common AI development frameworks such as LangChain, LlamaIndex, and others to build and optimize AI applications.
Collaborate with business leaders to identify and solve high-value problems.
Deliver technical solutions that directly improve KPIs or business outcomes.
Ensure the scalability, performance, and reliability of AI systems.
Stay up-to-date with the latest advancements in AI, machine learning, and data science to drive innovation within the team.
Conduct code reviews and ensure adherence to best practices in software engineering and AI development.
Aside from the job description, can you provide an overview of what a day for this contractor will look like:
Team Collaboration: Participate in team meetings to discuss progress, blockers, and plans. Collaborate with business leaders to identify and solve high-value problems.
Model Development: Design, implement, and deploy state-of-the-art AI models, including LLMs and Generative AI frameworks. Work with frameworks like scikit-learn, LangChain, and LlamaIndex.
Feature Engineering and Optimization: Perform advanced feature engineering and optimize models for performance, scalability, and accuracy.
Technical Solutions: Build and optimize end-to-end machine learning pipelines using tools like Docker, AWS Sagemaker, and Airflow. Work on delivering solutions that improve KPIs or business outcomes.
Apex Development: Integrate AI solutions with Client's Agentforce platform, including working with Apex for custom development.
Continuous Learning: Stay updated with the latest advancements in AI, machine learning, and data science to drive innovation within the team.
Documentation: Document work, including model architectures and deployment strategies, to ensure knowledge sharing within the team.
Please rank your preferred top skill sets: (For Example: tools, previous experience, technologies)