Fireworks
Member of Technical Staff, Applied Machine Learning Engineer
San Mateo, Remote. Posted 18 months ago
The role
You will develop, fine-tune, and operationalize machine learning models to drive business value. This role bridges AI research and practical applications by building end-to-end AI-powered applications and improving system performance.
What you will do
- Collaborate with the GTM team to ensure smooth integration and deployment of ML solutions.
- Build and present compelling PoCs that demonstrate AI technology capabilities.
- Design, develop, and deploy end-to-end AI-powered applications.
- Contribute to the internal ML platform by adding features and resolving issues.
- Integrate and enable new machine learning models into the platform or client environments.
- Improve system performance, efficiency, and scalability of deployed models and applications.
- Work closely with partners to enable joint AI solutions.
Required qualifications
- Bachelor’s degree in Computer Science, Engineering, or a related technical field.
- 5+ years of experience in a software engineering role.
- Robust coding skills.
- Demonstrated ability to lead and execute complex technical projects.
- Strong interpersonal and communication skills.
Nice to have
- Master’s degree in Computer Science, Engineering, or a related technical field.
- Experience working in a startup or fast-paced environment.
- Hands-on experience fine-tuning machine learning models, including supervised fine-tuning (SFT) and reinforcement learning from human feedback (RLHF or RFT).
- Solid understanding of generative AI, machine learning principles, and enterprise infrastructure.
- Proficiency in Python.
About the company
Fireworks is a platform for specialized intelligence that enables companies to build, train, and serve AI models. It is a Series D company valued at $17.5 billion.