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Sr Machine Learning Engineer (Applied Researcher)

Sr Machine Learning Engineer (Applied Researcher)

Adobe

3 - 7 years

0 Lacs

noida uttar pradesh

Posted:2 weeks ago| Platform: Shine logo

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Skills Required

python java machine learning deep learning computer vision nlp microservices restful web services tensorflow pytorch

Work Mode

On-site

Job Type

Full Time

Job Description

You will have the opportunity to develop ML models, platforms, and services for Adobe Express as a Machine Learning Engineer. The AI Foundation Team at Adobe Express is focused on developing a groundbreaking AI stack using both internal and external technologies to enhance feature speed and quality. Your role will involve creating ML models and services, collaborating with teams, and enhancing the user experience at Adobe Express. Your responsibilities will include researching, designing, and implementing advanced ML models and pipelines for training and inference at scale. This will involve utilizing techniques in computer vision, NLP, deep learning, and generative AI. You will be integrating Large Language Models and agent-based frameworks to support multimodal creative workflows, enabling context-aware content generation and dynamic user experiences. Collaboration with cross-functional teams to translate product requirements into ML solutions will be essential. You will iterate from proof-of-concept to fully productionized services. Developing robust platforms for continuous model training, experimentation, A/B testing, and monitoring will also be part of your role to ensure consistent high quality and relevance of models. Utilizing distributed computing technologies and cloud infrastructures will be necessary to handle large-scale data processing, feature engineering, and real-time inference. You will optimize for performance and cost-efficiency in this process. Implementing reliable APIs and microservices to serve ML models to end users will play a crucial part in aligning with standard methodologies in security, compliance, scalability, and maintainability. Keeping up to date with emerging ML research, tools, and frameworks will be important. You will evaluate and integrate new technologies such as sophisticated LLMs, reinforcement learning-based agents, and innovative inference optimization techniques. Basic qualifications for this role include a PhD, Masters, Bachelor's, or equivalent experience in Computer Science, ML, Applied Mathematics, Data Science, or a related technical field. Proficiency in Python and Java for ML model development and systems integration is required. Hands-on experience with deep learning frameworks like TensorFlow and PyTorch is necessary. Experience with LLMs, agent frameworks, computer vision, NLP techniques, and RESTful web services will be beneficial. If you have a disability or special need that requires accommodation to navigate the website or complete the application process, please contact accommodations@adobe.com or call (408) 536-3015.,

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Sr Machine Learning Engineer (Applied Researcher)