**Company: Apple Job Description Summary: Apple’s Machine Learning and AI team is seeking an experienced machine learning expert to work on Siri’s language understanding abilities. The ideal candidate will drive new technical directions for Siri, engage with machine learning and natural language understanding models, and work with a team of engineers to implement ideas. Minimum qualifications include a strong understanding of machine learning, Python programming skills, and a degree in Computer Science or equivalent experience. Apple offers benefits to employees and is committed to diversity and inclusion. Job Description: Summary Posted: Mar 19, 2024 Role Number:200543387 As part of Apple’s Machine Learning and AI team, we transform every Apple product and because we fully integrate hardware and software, we can collaborate to deliver amazing experiences while protecting the privacy of users and their data. We are looking for an experienced machine learning expert who is excited to work at the intersection of cutting-edge innovation and world-class products. As part of the Siri Understanding team, you will help invent the next phase in conversational assistant technology. This is a rare opportunity to transform the experience of hundreds of millions of Siri users across the world. Description Description Your core responsibility will be to drive new technical directions for Siri’s language understanding abilities. As a technical leader you will help shape our understanding of what’s possible and influence the development roadmap over the short and long term. You will engage with the state of the… art in machine learning, natural language understanding and foundation models. You will identify opportunities, run experiments, build prototypes and partner with a broad team of ML and software engineers to help your ideas become reality. If this sounds like it could be of interest, we’d love to hear from you! Minimum Qualifications Minimum Qualifications Key Qualifications Key Qualifications • Scientific understanding and practical experience with the state of the art in machine learning, including foundation models; knowledge of natural language understanding is desirable • Strong Python programming, debugging, and design skills • Excellent problem solving, critical thinking, and interpersonal skills • Ability to produce creative and innovative solutions to challenging problems • Enthusiasm for building great user experiences using machine learning Preferred Qualifications Preferred Qualifications Education & Experience Education & Experience MSc or PhD in Computer Science or equivalent proven experience. Additional Requirements Additional Requirements • Apple’s most important resource, our soul, is our people. Apple benefits help further the well-being of our employees and their families in meaningful ways. No matter where you work at Apple, you can take advantage of our health and wellness resources and time-away programmes. We’re proud to provide stock grants to employees at all levels of the company, and we also give employees the option to buy Apple stock at a discount — both offer everyone at Apple the chance to share in the company’s success. You’ll discover many more benefits of working at Apple, such as programmes that match your charitable contributions, reimburse you for continuing your education and give you special employee pricing on Apple products. Apple benefits programmes vary by country and are subject to eligibility requirements. Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, colour, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Apple is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities. More
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Level of experience (years):Senior (5+ years of experience)
“Fine-tuning” means adapting an existing machine learning model for specific tasks or use cases. In this post I’m going to walk you through how you can fine tune a large language model for sentence similarity using some hand annotated test data. This example is in the psychology domain. You need training data consisting of pairs of sentences, and a “ground truth” of how similar you want those sentences to be when you train your custom sentence similarity model.
Hire an NLP developer and untangle the power of natural language in your projects The world is buzzing with the possibilities of natural language processing (NLP). From chatbots that understand your needs to algorithms that analyse mountains of text data, NLP is revolutionising industries across the board. But harnessing this power requires the right expertise. That’s where finding the perfect NLP developer comes in. Post a job in NLP on naturallanguageprocessing.
Natural language processing What is natural language processing? Natural language processing, or NLP, is a field of artificial intelligence that focuses on the interaction between computers and humans using natural language. NLP is a branch of AI but is really a mixture of disciplines such as linguistics, computer science, and engineering. There are a number of approaches to NLP, ranging from rule-based modelling of human language to statistical methods. Common uses of NLP include speech recognition systems, the voice assistants available on smartphones, and chatbots.
