Are you excited by AI/ML? Do you have a keen interest in creating innovative solutions using Machine Learning? Join our Document Cloud team, where we are developing cutting-edge PDF solutions across all surfaces—Web, Mobile, Desktop, and Platform APIs. We process billions of PDFs every month, leveraging ML, Deep Learning, and Generative AI at our core. We are looking for experienced individuals to focus on the research and development of methods for processing large volumes of content, creating mashups of Vision, Image Processing, NLP, and generative models to solve complex problems.
What You’ll Do
- Develop algorithms that integrate deep learning and state-of-the-art methods in NLP & computer vision, combined with traditional large-scale solutions/codebases.
- Create experiments and algorithms that yield high accuracy and are designed to scale.
- Collaborate across multiple research and engineering disciplines, making the necessary tradeoffs to rapidly deliver AI/ML software solutions.
What You’ll Need to Succeed
- B. Tech / MCA in Computer Science or related fields. MS/PhD preferred.
- 5-8 years of hands-on experience in deep-learning models, Image processing, Vision, and/or NLP.
- Proficiency in writing efficient, clean, and reusable code in Python. Knowledge of C++ is preferred.
- Broad Machine Learning experience encompassing Data, Modelling, Metrics, and Analysis of Results.
- Experience using TensorFlow or PyTorch.
- Familiarity with Deep Learning architectures such as CNNs, LSTMs, Transformers, network tuning, transfer learning, and multi-task learning.
- Experience building solutions from scratch and writing maintainable code within large existing codebases.
- Strong software development skills that promote code reuse among engineers and researchers.
Why Adobe?
At Adobe, you will be immersed in an exceptional work environment that is recognized worldwide on Best Companies lists. You will be surrounded by colleagues committed to helping each other grow through our unique Check-In approach, where ongoing feedback flows freely. If you're looking to advance your career, Adobe is the place for you.
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