Senior Software Engineer – Machine Learning

工作 ID 10103781 地點西雅圖, 华盛顿州, 美國 / 伯班克, 加利福尼亚州, 美國 / 奧蘭多, 佛罗里达州, 美國 有意工作的公司 The Walt Disney Company (Corporate) 日期已公佈 Nov. 04, 2024

申請

工作概要:

Senior Software Engineer – Machine Learning

Enterprise Technology is an organization within Disney that has a mission to deliver technology solutions that align to business strategies while enabling enterprise efficiency and promoting cross-company collaborative innovation. The Enterprise Technology organization drives competitive advantage by enhancing our consumer experiences, enabling business growth, and advancing operational excellence.

Our business customers encompass all domestic and international businesses and brands across The Walt Disney Company including Disney Studios, Walt Disney Parks & Resorts, ESPN, ABC, Marvel Studios, & Pixar to name a few.

This is an exciting opportunity for a Senior Software Engineer to join the AI/ML Team to develop AI applications and services across Disney segments. The team plays a critical role in managing the product development of AI and ML products across the company. Stakeholders can be found across the company, meeting with and understanding of the stakeholders needs is important for this team.

Responsibilities:

Develop and implement machine learning models and algorithms for various applications.
Collaborate with cross-functional teams to design, develop, and deploy AI solutions.
Optimize and maintain machine learning pipelines and workflows.
Conduct research and stay updated with the latest advancements in machine learning and AI.

Qualifications:

Python: Proficiency in AI development using libraries such as NumPy, Pandas, TensorFlow, PyTorch, and Scikit-learn.
Machine Learning: Strong understanding of supervised and unsupervised learning, regression, classification, clustering, and deep learning.
Natural Language Processing (NLP): Knowledge of NLP techniques such as tokenization, stemming, lemmatization, named entity recognition, and sentiment analysis.
Computer Vision: Experience with image and video processing, object detection, segmentation, and tracking.
Deep Learning: Familiarity with deep learning frameworks such as TensorFlow, PyTorch, and Keras, and experience with convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative models.
Vector DBs: Knowledge of vector space models, such as Word2Vec, GloVe, and FastText, and experience with indexing and querying large-scale vector databases.
Sentence Transformers: Familiarity with transformer-based models for NLP tasks, such as BERT, RoBERTa, and DistilBERT.
Reinforcement Learning: Understanding of reinforcement learning algorithms, such as Q-learning, SARSA, and deep reinforcement learning.
Cloud Computing: Experience with cloud platforms such as AWS, Azure, or Google Cloud, and knowledge of cloud-based AI services such as Amazon SageMaker, Azure Machine Learning, and Google Cloud AI Platform.
Data Engineering: Experience with data pipelines, data warehousing, and data visualization tools such as Apache Spark, Apache Hadoop, and Tableau.

Experience & Education:

·Minimum of 5 years of related work experience
·Bachelor’s degree in Computer Science, Information Systems, Software, Electrical or Electronics Engineering, or comparable field of study, and/or equivalent work experience

The hiring range for this position in Seattle, WA is $142,600 to $191,100 and in Burbank, CA $136,038 to $182,490. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s geographic region, job-related knowledge, skills, and experience among other factors. A bonus and/or long-term incentive units may be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits, dependent on the level and position offered.

申請

關於The Walt Disney Company (Corporate):

在 The Walt Disney Company (Corporate)，你會看到公司強大品牌背後各業務如何融會交流，建構出全球最創新、影響深遠和備受尊崇的娛樂公司。作為企業團隊的一份子，你將會與推動策略以讓The Walt Disney Company穩佔娛樂界頂尖地位的世界精英領袖一同工作。與其他具有創新精神的思想家惺惺相惜，同時讓這個世界上最偉大的故事敍述家為全球各地千百萬家庭締造回憶。

關於 The Walt Disney Company:

Walt Disney Company 連同其子公司和聯營公司，是領先的多元化國際家庭娛樂和媒體企業，其業務主要涉及三個範疇：Disney Entertainment、ESPN 及 Disney Experiences。Disney 在 1920 年代的起步之初，只是一間卡通工作室，至今已成為娛樂界的翹楚，並昂然堅守傳承，繼續為家庭中每位成員創造世界一流的故事與體驗。Disney 的故事、人物與體驗傳遍世界每個角落，深入人心。我們在 40 多個國家/地區營運業務，僱員及演藝人員攜手協力，創造全球和當地人們都珍愛的娛樂體驗。

這個職位隸屬於 Disney Worldwide Services, Inc.，其所屬的業務部門是 The Walt Disney Company (Corporate)。

Disney Worldwide Services, Inc. 是提供平等就業機會的僱主。求職者都會獲得聘僱考量的機會，不分種族、宗教、膚色、生理性別、性傾向、社會性別、性別認同、性別表達、原國籍、血統、年齡、婚姻狀態、軍人或退伍軍人身份、醫療狀況、遺傳資訊或殘疾狀況、或者聯邦、州級或地方法律所禁止的其他任何基本特徵。Disney 提倡讓所有人的想法和決策都有助我們發展、創新、創造最好故事的商業環境，並與瞬息萬變的世界息息相關。

就業申請的殘疾便利安排

The Walt Disney Company 及其聯營公司是推動平等就業機會的僱主，歡迎所有求職者，包括殘疾人士及殘疾退伍軍人。如你是殘疾人士，並需要合理便利安排以搜尋職位空缺或申請職位，請將要求發送至Candidate.Accommodations@Disney.com。本電郵地址不擬用於一般僱傭查詢或通訊。我們只會回應與網上申請系統殘疾人士無障礙功能相關的要求。

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