Applied ML Engineer: From PoCs to Production AI Solutions

Fdetimes; San Mateo (CA); On-site; USD 180,000 - 240,000; Full time

Job summary

Fireworks AI is seeking an Applied Machine Learning Engineer to bridge cutting-edge research and practical product deployment. You will develop, fine-tune, and operationalize ML models that deliver business value and enhance user experiences, while staying customer-focused.

In this hands-on role you will work with customers and GTM teams to deploy solutions, build PoCs, and integrate models into client environments.

Qualifications

• Bachelor’s degree in Computer Science, Engineering, or a related technical field.
• 5+ years of experience in a software engineering role, with a strong preference for customer-facing roles.
• Robust coding skills, preferably Python.
• Demonstrated ability to lead and execute complex technical projects with a focus on customer success.
• Strong interpersonal and communication skills; ability to thrive in dynamic, cross-functional teams.

Responsibilities

• Collaborate directly with the GTM team (Account Executives and Solutions Architects) to ensure smooth integration and successful deployment of ML solutions.
• Demo / Proof of Concept (PoC): Build and present compelling PoCs that demonstrate the capabilities of our AI technology.
• Application Build: Design, develop, and deploy end-to-end AI-powered applications tailored to customer needs.
• Platform Features / Bug Fixes: Contribute to the internal ML platform, including adding features and resolving issues.
• New Model Enablements: Integrate and enable new machine learning models into the existing platform or client environments.
• Performance Optimizations: Improve system performance, efficiency, and scalability of deployed models and applications.
• Partnership Enablement: Work closely with partners to enable joint AI solutions and ensure seamless collaboration.

Skills

Python

Customer-facing

Cross-functional teams

Software engineering

Communication

Education

Bachelor's degree in Computer Science/Engineering

Master's degree in Computer Science/Engineering

Job description

Fireworks AI is seeking an Applied Machine Learning Engineer to bridge cutting-edge research and practical product deployment. You will develop, fine-tune, and operationalize ML models that deliver business value and enhance user experiences, while staying customer-focused.

In this hands-on role you will work with customers and GTM teams to deploy solutions, build PoCs, and integrate models into client environments.