Associate Specialist, Algorithm Research & Development
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Job Location:
Monthly Salary:
Posted on:
11 hours ago
Vacancies:
1 Vacancy
Job Summary
Company Overview
Job Description/Preferred Qualifications
Core Responsibilities
1. Design tune and evaluate deep learning architectures (e.g. U-Nets YOLO variants).
2. Explore new modelling approaches and conduct comparative experiments for new challenges
3. Lead data purification efforts: filtering augmentation and dataset optimization have in mind transfer learning.
4. Define success metrics and analyze model performance across tasks.
5. Present findings clearly through visualizations reports and internal reviews.
6. Collaborate on deployment strategy by identifying the best algorithmic solutions for real-world constraints.
Minimum Qualifications
Qualifications/Requirements:
Required: Phd with 5 years of experience or MS/MTech degree with 8 or more years of Algorithm development experience.
Required: Strong background in deep learning and computer vision.
Required: Hands-on experience with PyTorch and model training workflows.
Required: Ability to communicate complex ideas clearly and lead technical discussions.
Preferred: Experience with experiment tracking tools (e.g. TensorBoard W&B).
Preferred: Familiarity with cross-platform development and system integration.
We offer a competitive family friendly total rewards package. We design our programs to reflect our commitment to an inclusive environment while ensuring we provide benefits that meet the diverse needs of our employees.
KLA is proud to be an equal opportunity employer
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Required Experience:
IC
Key Skills
- Laboratory Experience
- Spss
- Data Collection
- Genetics
- R
- Research Experience
- Statistical Software
- Cell Culture
- Molecular Biology
- Microscopy
- Research Laboratory Experience
- Western Blot
About Company
Calling the adventurers ready to join a company that's pushing the limits of nanotechnology to keep the digital revolution rolling. At KLA, we're making technology advancements that are bigger—and tinier—than the world has ever seen. Who are we? We research, develop, and manufacture t ... View more
