Senior Software Engineer, Vision Language Models
MotionalSalary not specified
- Full Time
- Junior (1 to 2 years)
$180,000 – $250,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine LearningIndustries
Requirements
Candidates should have at least 5 years of relevant experience as a Data Engineer, Machine Learning Engineer, or Data Scientist, with a strong focus on handling large datasets. Proficiency in Python and Pytorch is essential, along with experience in end-to-end training ML pipelines and large distributed systems. Familiarity with visual media and computer vision algorithms is preferred, and a strong belief in the importance of high-quality data is required.
Responsibilities
The Research Engineer will design data pipelines, sourcing, scraping, filtering, post-processing, de-duplicating, and versioning data for production use. They will implement frameworks to evaluate model and data effectiveness, establishing standards for automated evaluation pipelines. Additionally, the engineer will collaborate with research and product teams to address their data usage needs and conduct research to enhance data quality through methods like semi-supervised learning and human-in-the-loop machine learning.
Skills
Python
PyTorch
Data Pipelines
ML Pipelines
Distributed Systems
Computer Vision
Machine Learning
Data Engineering
Data Science
Luma AI
Develops multimodal AI technologies for creativity
About Luma AI
Luma AI develops multimodal artificial intelligence technologies that enhance human creativity and capabilities. Their main product, the Dream Machine, allows users to interact with various types of data, enabling creative professionals, businesses, and developers to explore innovative applications of AI. Unlike many competitors, Luma AI focuses on integrating multiple modes of interaction, which broadens the possibilities for users. The company operates on a subscription model, providing access to its AI tools and services, and aims to lead the way in AI-driven creativity and productivity.
Key Metrics
San Francisco, CaliforniaHeadquarters
2021Year Founded
$84.9MTotal Funding
LATE_VCCompany Stage
Consumer Software, AI & Machine LearningIndustries
51-200Employees