Emburse is looking to build the future of a completely automated invoice and expense management lifecycle by developing AI inference applications and products.
Requirements
- Hands-on experience with foundation models, GenAI and agents over the last 1-2 years
- Strong experience using and optimizing common python machine and deep learning libraries such as Scikit learn, PyTorch, TensorFlow, Keras, MXNet and Spark MLlib
- Experience using statistical computer languages (Python, R, Scala, SQL, etc.) to manipulate data and draw insights from large data sets
- Hands-on generative AI development Experience using foundation models (LLMs, VLMs)
- Experience with model fine tuning of open source foundation models with proprietary data
- Knowledge of AI Agent frameworks with recent hands-on experience building an AI agent able to autonomously use data stores, tools and other AI models to solve inquiries
- Experience using machine learning libraries such as TensorFlow, Keras, SparkML etc.
Responsibilities
- Drive design and implementation of artificial intelligence inference applications and products using a variety of approaches including foundation models (GenAI), agents, deep learning, neural networks and other machine learning techniques
- Designing, developing, and deploying AI solutions that further automate expense and invoice management processes and solve complex optimization problems
- Build and train machine learning models, develop algorithms, and integrate AI systems into existing software and infrastructure
- Identify opportunities for AI applications and driving innovation across the enterprise
- Explore new tools for finetuning, distilling and deploying open-source foundation models
- Leverage agents to retrieve canonical knowledge and make autonomous inferences for the purpose of handling user inquiries
- Builds applications that integrate third party and self-hosted foundation models.
Other
- Project leadership in this role
- Collaborating with cross-functional teams
- Work closely with data scientists, software engineers, and product stakeholders
- Strong problem solving skills with an emphasis on product development and the ability to lead a project
- Able to serve as a project lead where you will lead and mentor others
