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2023 University Graduate - Machine Learning Engineer

Company: Adobe
Location: Iowa City
Posted on: September 16, 2022

Job Description:

OUR COMPANY
Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional digital experiences! We're passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
We're on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!
THE OPPORTUNITY:
Search is a critical part of Adobe's Cloud offering. Creative professionals and novice users alike need quick access to their digital assets, libraries, the variety of creative content, and documents they work with every day, from brushes to colors, images, videos and beyond. They need to find and discover what they've created, the things that have been shared with them, and even search marketplace such as Adobe Stock or community such as Behance.
We are building new search platform that powers suits of Adobe product lines such as Adobe's Creative Cloud product, Marketing Cloud, and Document Cloud by enabling the world's best creative tools, leading cloud services for managing creative assets, and the leading marketplace such as Adobe Stock. Search platform will have to cater to millions of users and billions of entities. Isn't it exciting? Become part of this growing team at Adobe and have a phenomenal impact by providing search, browse, machine learning and recommendation across the creative suites of products at Adobe. Search is at the very core of the service offered to our customers, with 20 languages covered, and millions of users touched every day. The objective is to make search a world class, leading edge, differentiating product in terms of search effectiveness and experience. We match the pace, innovation and excitement of a startup, backed by the resources and infrastructure of Adobe!
How can you participate? We're looking for a top notch search engineering leadership in the area of information retrieval, search indexing, Elasticsearch, Lucene, algorithms, relevance & ranking, data mining, machine learning, data analysis & metrics, query processing, multi-lingual search, and search UX. This is an opportunity to make a huge impact in a fast-paced, startup-like environment in great company. Join us!
WHAT YOU'LL DO:
Work on Search algorithm, web services, , search indexing, Natural Language Processing (NLP) capabilities data mining, big data, Hadoop, deep learning, recommendations, and performance by developing a Search platform at Adobe that would power Adobe Clouds such as Creative Cloud, Document Cloud and Marketing Cloud.

Apply data mining and machine learning to improve the ranking and recommendations as part of search work-flow.

Build platform to index billions of images, documents and other assets in real-time.
Maintain and optimize search engine, identify new ideas to evolve it, develop new features and benchmark possible solutions, in terms of search relevance, recommendations but also user experience, performance and feasibility.
Build these Search products using technologies such as Elastic Search, REST web services, SQS/Kafka, Machine Learning, and more.
WHAT YOU NEED TO SUCCEED:
BS or MS in Computer Science

Experience in deep learning, developing ML models, understanding of SOTA models such as BERT, CLIP, DALL-E

Experience in multi-modal embeddings, NER, Dependency Parser and multi-lingual search
Experience with search engine technology, image search and inverted indexes
Hands on experience with Java and Python.
Experience in Web services and REST.

Keywords: Adobe, Iowa City , 2023 University Graduate - Machine Learning Engineer, Engineering , Iowa City, Iowa

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