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Research Engineer - Computer Vision
4 days agoPayCompetitive
LocationRedwood City/California
Employment typeFull-Time
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Job Description
- Req#: 5222032004
Employer Industry: Artificial Intelligence and Data Development
Why consider this job opportunity:
- Opportunity for career advancement and growth within the organization
- Work remotely or in Bay Area offices for flexibility
- Comprehensive medical, dental, and vision plans for employees and their families
- 401k program to help plan for the future
- Parental leave program offering up to 20 weeks of paid time off
- Yearly wellness stipend and workstation setup allowance
What to Expect (Job Responsibilities):
- Establish and empirically demonstrate state-of-the-art approaches for data-centric model iteration and analysis
- Prototype end-to-end workflows with novel techniques and algorithms to synthesize results and transfer learnings into products
- Collaborate with design partners to validate work on real-world use cases with measurable impact
- Contribute to novel research by collaborating with other research scientists and affiliate scientists
- Focus on foundational multimodal problems with an emphasis on data development techniques
What is Required (Qualifications):
- PhD and 1+ years of experience in applied machine learning (ML) on computer vision (CV) or natural language processing (NLP) tasks, or MS with 3+ years of experience
- Strong coding and problem-solving skills
- Experience in taking ML projects from conception to production
- Strong ML experience in building datasets and models
- Familiarity with multimodal data and techniques such as active learning and weakly supervised learning
How to Stand Out (Preferred Qualifications):
- Experience with larger models (e.g., 1B+ parameters)
- Experience with database technologies (PostgreSQL, SQL, MySQL, etc.)
- Familiarity with front-end prototyping tools such as Streamlit and Dash
- Experience with cloud ML platforms such as Vertex AI, Azure AI, and SageMaker
- Publications in top-tier conferences (e.g., ICML, NeurIPS, CVPR) are highly desirable
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