Machine Learning Engineer - Fine Tuning

ABOUT BASETEN

For a complete understanding of this opportunity, and what will be required to be a successful applicant, read on.

Join our dynamic team at Baseten, where we’re revolutionizing AI deployment with cutting-edge inference infrastructure. Backed by premier investors such as IVP, Spark Capital, Greylock, and Conviction, we’re trusted by leading enterprises and AI-driven innovators—including Descript, Bland.ai, Patreon, Writer, and Robust Intelligence—to deliver top-tier performance, security, and reliability for their production workloads. With our recent $75 million Series C funding, we’re poised to accelerate our mission to make AI accessible across all products. If you’re passionate about tackling impactful challenges and building transformative solutions from the ground up, we invite you to join us on this exciting journey!

THE ROLE :

As a Machine Learning Engineer specializing in Fine-Tuning at Baseten, you'll create exceptional value for customers by leveraging our world-class infrastructure to fine-tune large language models and / or other modalities, working directly with customers to achieve their specific goals. You'll build scalable pipelines, implement parameter-efficient techniques, and ensure a seamless transition to inference. This customer-facing role requires both technical expertise in foundation model adaptation and the ability to translate customer needs into effective solutions. You'll also help shape our product roadmap by identifying common patterns in customer requirements and working with product teams to develop reusable components and features, reducing the need for custom services and streamlining the fine-tuning process for everyone.

RESPONSIBILITIES :

• Design comprehensive fine-tuning strategies that translate customer requirements into effective technical approaches—finding the optimal combination of data preparation, training techniques, and evaluation methods to deliver solutions that precisely address customer needs
• Develop tools to enable non-ML experts to fine-tune models effectively
• Design and implement scalable fine-tuning pipelines for large language models and other AI modalities
• Work directly with customers to understand requirements and guide technical implementation
• Serve as the technical point of contact for customers throughout their fine-tuning journey
• Utilize state-of-the-art parameter-efficient fine-tuning methods (LoRA, QLoRA)
• Build systems for efficient data preparation, evaluation, and deployment of fine-tuned models
• Research and apply cutting-edge techniques in instruction tuning and model customization
• Create frameworks to evaluate fine-tuned model performance against base models
• Implement best-in-class distributed training techniques like FSDP and DDP across various hardware configurations

REQUIREMENTS :

NICE TO HAVE :

BENEFITS :

Apply Now to embark on a rewarding journey in shaping the future of AI! If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from you.

At Baseten, we are committed to fostering a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.

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