Software Engineer, ML Foundations

Description

Are you passionate about building the foundational systems that drive machine learning innovation? Join our ML Foundations team as a Software Engineer and play a pivotal role in shaping the future of our AI capabilities. You'll work on cutting-edge technologies, developing scalable frameworks, and creating tools that empower data scientists and machine learning engineers across the company.

WHAT AM I GOING TO DO?

• Design and implement interfaces interacting with hardware accelerators (e.g., GPUs, TPUs) to optimize computational performance for machine learning tasks.
• Implement advanced optimization techniques to enhance model performance and efficiency.
• Build frameworks to train, evaluate, deploy and monitor machine learning models using reliable and scalable infrastructure.
• Create modular, reusable code libraries and tools to streamline model development, evaluation, and testing processes.
• Establish best practices and standards for code quality, testing, and documentation.
• Develop and optimize data pipelines that handle large volumes of data efficiently and securely.
  
  

Requirements

• BSc or MSc in Mathematics, Computer Science, Software Engineering, or equivalent
• 3+ years of software development experience
• 2+ years of experience with a focus on machine learning models and technologies - Must
• Strong understanding of machine learning concepts, data processing, and optimization techniques - Must
• Proficiency in programming languages like Python - Must
• Experience with hardware accelerators and deploying machine learning models at scale - Advantage
• Familiarity with tools like Docker, Kubernetes, and CI/CD pipelines - Advantage
• A keen eye for detail and a passion for building efficient, scalable systems.
  
  

At Fiverr, we’re not about checklists. If you don’t meet 100% of the requirements for this role but still feel passionate about the position and think you have the right skills and qualifications to excel at it, we want to hear from you.

EQUAL OPPORTUNITIES

At Fiverr, we prioritize diversity. We celebrate difference and embed it into every aspect of our workplace and product, as well as our community. Fiverr is proud and committed to providing equal opportunity employment to all individuals regardless of race, color, religion, sex, sexual orientation, citizenship, national origin, disability, Veteran status, or any other characteristic protected by law. In addition, Fiverr will provide accommodation to individuals with disabilities or a special need.