AI Solutions at cakeai

Type: Full-time
Posted: Jul 8, 2026

Description

Cake is seeking an experienced individual to drive customer success by delivering high-quality AI and software solutions. The role involves leveraging deep technical expertise to troubleshoot complex issues, collaborating with the product team to shape the roadmap, and communicating effectively with stakeholders. The ideal candidate will have over six years of experience in AI, Data Science, Machine Learning, or software engineering, with specific focus on generative AI technologies like LLMs and Vector DBs.

Required Skills

AI
Data Science
Machine Learning
Software Engineering
Generative AI Technologies
LLMs
Vector DBs
Agent Frameworks
Tools
MCP
MLOps Lifecycle
Data Engineering
Training/Evaluation
Serving
Monitoring
Cloud Platforms
AWS
GCP
Azure
Kubernetes
Python

Additional Information

Required Previous Experiences: 6+ years of experience in AI, Data Science, Machine Learning, and/or software engineering
2+ years of experience developing AI Solutions, including modern Generative AI technologies, such as LLMs, Vector DBs, Agent frameworks, Tools, and MCP
Preferred Qualifications: Strong grasp of the full MLOps lifecycle, including data engineering, training/evaluation, serving, and monitoring
Experience with cloud platforms (AWS, GCP, Azure) and ideally Kubernetes
Strong programming skills in Python
Proven ability to manage multiple projects and customers simultaneously
Excellent communication, collaboration, and customer relationship management skills