Senior Applied Scientist
Machine Learning
Updated on 11/3/2023
AI platform enhancing e-commerce search and recommendations
Data & Analytics
Company Stage
Accelerator
Total Funding
$39.5M
Founded
2015
Headquarters
Mountain View, California
Growth & Insights
Headcount
6 month growth
↑ 20%1 year growth
↑ 9%2 year growth
↑ 47%Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Data Science
Data Structures & Algorithms
Microsoft Azure
Pytorch
Natural Language Processing (NLP)
Python
CategoriesNew
AI & Machine Learning
Responsibilities
- Using proven techniques in computer vision and NLP to solve business challenges in the domain of deep product attribution, item setup and demand forecasting
- Conduct research on the latest machine learning techniques, tools, and frameworks to identify and recommend potential improvements to existing models and systems
- Design and perform experiments to validate and refine model performance, using both quantitative and qualitative methods
- Assist in the development of production-ready code and integrate machine learning models into existing systems and workflows
- Define the training-data roadmap for various ML tasks
- Continuously monitor and analyze model performance in production, identifying opportunities for improvement and optimization
- Maintain up-to-date knowledge of industry best practices, trends, and advancements in the field of machine learning
- Collaborate with internal stakeholders for various org initiatives
- Facilitate customer POCs and attend to escalations
- 4-8+ years of experience in building large scale machine learning solutions
- Expertise in Python and PyTorch
- Experience with Large Language/Multi-Modal Models
- Experience with ML frameworks & platforms like Weights & Biases, PyTorch Lightning and HuggingFace
- Experience in data wrangling and preprocessing techniques
- Strong problem-solving, critical thinking, and analytical skills
- Familiarity with cloud platforms like Azure
- Familiarity with distributed systems
- Master's or Ph.D. in Computer Science, Data Science, Artificial Intelligence, or a related field