Job Title: Software Engineer, Applied AI/ML
Company: Replit
Location: San Francisco, United States
Date Posted: 31 Oct, 2022
Job Type: Full Time
Experience Required: 3+ years
Remote Work: Yes
Vacancies: 1 available
About Replit:
We're focusing on: building the world's most ubiquitous programming environment; inspiring creativity and generating value for creators through community; and designing simple yet scalable infrastructure primitives for the next generation of creators. We want to blur the line between learning and making– a place where you can hang out, tinker with ideas, learn new concepts, and launch a business all in the same day.
About the role:
Your charter is to harness Machine Learning and Artificial Intelligence to improve the daily lives of millions of coders using Replit. You will help build new and delightful product features, develop powerful new capabilities for our users, and optimize our robust computing platform.
Examples of what you could do:
- Fine-tune a Large Language Model (LLM) to improve coding suggestions
- Build recommendations and just-in-time help for users on their coding journey
- Deploy ML models to identify and remove unwanted content from the site
- Optimize our compute platform so we can provide computers to millions of users around the world at even lower cost
You will…
- Build and deploy AI/ML models end-to-end
- Work with a variety of large, unstructured data sources to train and test models
- Deploy models into production, and evaluate and improve their performance over time
- Collaborate across multiple engineering teams to integrate AI/ML solutions into our systems and processes
- Identify new opportunities for AI/ML solutions throughout the organization, and set the direction and roadmap required to implement them
You are…
- Someone who values simplicity and pragmatism (you think radically but ship incrementally)
- Experienced in building data infrastructure that is both scalable and extensible
- Self-directed and comfortable working autonomously
- Passionate about using AI to make programming accessible to all
Bonus Points:
- Experience with large-scale distributed compute (Apache Spark) and cloud infrastructure
- Experience working with and fine-tuning Large Language Models (LLMs)
- Experience building Platform/Infrastructure/Runtime as a Service
Full Time Employee Benefits Include:
Remote-First and Autonomous Working Environment
Competitive Salary & Equity
Home Office Set-Up Stipend
Health, Dental, Vision and Life Insurance
Short Term and Long Term Disability
Monthly Wellness Stipend
Monthly Lunch/Grocery Stipend
Parental and Baby Bonding Leave
Flexible PTO (2 Weeks Minimum Required) + Holidays
401k Matching
To achieve our mission of making programming more accessible around the world, we need our team to be representative of the world. We welcome your unique perspective and experiences in shaping this product. We encourage people from all kinds of backgrounds to apply, including and especially candidates from underrepresented and non-traditional backgrounds.
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