Adobe 2021 Research Internship (Remotely): (Deadline 31 July 2021)

Applications are open for Adobe 2021 Research Internship – Data Science & Machine Learning. Adobe Researchers are developing the next generation of ML algorithms, inventing a future where Adobe enables new forms of creativity, frees people from routine tasks, and allows enterprises to understand and act quickly on customer and business insights.

Scientists and engineers are exploring how we can leverage big data to automate decision-making for intervention strategies and to ultimately understanding the causal structure within our world. Our technologies help enterprises better understand and strengthen large-scale digital marketing systems.

Research Topics

Some of the research topics include:

• Real-time ML, online Learning, reinforcement learning, bandits.
• Deep learning, deep reinforcement learning, and representation learning.
• Next generation recommendation systems, behavioral modeling, conversational, serendipitous, cognitive bias aware.
• Causal Inference, counterfactual reasoning.
• Randomized experimentation, hypothesis testing.
• Data-efficient machine learning – unsupervised, sketching, streaming algorithms, approximate inference.
• Federated Learning of ML/DL models at the edge.
• Privacy preservation.
• Clustering, similarity metrics, embeddings of user trajectories.

Responsibilities

• Under the direction of an Adobe Research mentor, pursue a research problem with applicability to Adobe’s products, and with the possibility of academic publication.
• Develop new algorithms, run experiments, and produce demonstration prototypes.
• Document and present your work, both verbally and in writing

Qualifications

Candidates for this Adobe 2021 Research Internship must have the following requirements

• Current PhD or master’s student in computer science, or related field.
• Sufficient research skills and background in your chosen subject area.
• Strong communication skills and teamwork experience.
• Passion for solving real-world problems with web-scale data using and inventing state of the art Machine Learning algorithms.

Adobe is the American multinational software company best known for its Adobe Flash web software ecosystem,  Photoshop image editing software, Adobe Illustrator vector graphics editor, Acrobat Reader, the Portable Document Format (PDF), and Adobe Creative Suite as well as its successor Adobe Creative Cloud. Moreover, it focuses on the creation of multimedia and creativity software product; with a more recent foray towards digital marketing software.

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