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Machine Learning Engineer [Multilingual NLP]
FactoredLatin AmericaRemotefull_timeVerifiedPosted 8 Aug 2023
About the role
Who we are:Factored was conceived in Palo Alto, California by Andrew Ng and a team of highly experienced AI researchers, educators, and engineers to help address the significant shortage of qualified AI & Machine-Learning engineers globally. We know that exceptional technical aptitude, intelligence, communication skills, and passion are equally distributed worldwide, and we are very committed to testing, vetting, and nurturing the most talented engineers for our program and on behalf of our clients.
We are seeking a talented and highly motivated Machine Learning Engineer with expertise in Multilingual Natural Language Processing (NLP) to join our dynamic team. In this role, you will be responsible for developing cutting-edge machine learning models and algorithms to enable language understanding and generation across multiple languages. You will collaborate with cross-functional teams to design, implement, and deploy NLP solutions that enhance user experiences and drive innovation in our products.
At Factored we are building a company that we all hold as our own, every single one of us. We need your skills to help take this rocketship to new heights and help create new opportunities for us. In return, you will be rewarded with an amazing team that supports you, rich culture, shared success and the flexibility to work– from the comfort of your home. #LI-Remote
We are a transparent workplace, where EVERYBODY has a voice in building OUR company, and where learning and growth is available to everyone based on their merits, not just on stamps on their resume. As impressive as some of the stamps on our resumes are, we recognize that human talent and passion exist everywhere, and come from many backgrounds, so stamps matter much less than results. All of us are dedicated doers and are highly energetic, focusing vehemently on execution because we know that the best learning happens by doing. We recognize that we are creating OUR COMPANY TOGETHER, which is not only a high-performing fast-growing business, but is changing the way the world perceives the quality of technical talent in Latin America. We are fueled by the great positive impact we are making in the places where we do business, and are committed to accelerating careers and investing in hundreds (and hopefully thousands) of highly talented data science engineers and data analysts.
In short, our business is about people, so we hire t
We are seeking a talented and highly motivated Machine Learning Engineer with expertise in Multilingual Natural Language Processing (NLP) to join our dynamic team. In this role, you will be responsible for developing cutting-edge machine learning models and algorithms to enable language understanding and generation across multiple languages. You will collaborate with cross-functional teams to design, implement, and deploy NLP solutions that enhance user experiences and drive innovation in our products.
At Factored we are building a company that we all hold as our own, every single one of us. We need your skills to help take this rocketship to new heights and help create new opportunities for us. In return, you will be rewarded with an amazing team that supports you, rich culture, shared success and the flexibility to work– from the comfort of your home. #LI-Remote
What you will be doing:
- Design and implement advanced multilingual NLP models and algorithms, including but not limited to machine translation, text summarization, sentiment analysis, named entity recognition, and language generation.
- Collect, preprocess, and curate multilingual text and language data for training, validation, and testing purposes.
- Develop and maintain efficient pipelines for data preprocessing, model training, evaluation, and deployment.
- Optimize and fine-tune machine learning models for performance, scalability, and resource efficiency.
- Stay up-to-date with the latest advancements in multilingual NLP, machine learning, and related technologies by participating in conferences, workshops, and continuous learning initiatives.
What you must bring:
- 5+ years of experience working on multilingual NLP projects, with a strong portfolio of relevant projects showcasing your expertise.
- Master's or Ph.D. degree in Computer Science, Engineering, or a related field with a focus on Natural Language Processing, Machine Learning, or a related discipline.
- Solid understanding of machine learning fundamentals, including deep learning architectures, neural networks, and optimization techniques.
- Proficiency in programming languages such as Python, and experience with machine learning libraries and frameworks (TensorFlow, PyTorch, etc.).
- Strong knowledge of linguistics, language structure, and syntactic/semantic analysis across multiple languages.
- Experience with deploying NLP models in production environments and working with graph technologies is a plus.
- Strong written and oral communication in English.
We are a transparent workplace, where EVERYBODY has a voice in building OUR company, and where learning and growth is available to everyone based on their merits, not just on stamps on their resume. As impressive as some of the stamps on our resumes are, we recognize that human talent and passion exist everywhere, and come from many backgrounds, so stamps matter much less than results. All of us are dedicated doers and are highly energetic, focusing vehemently on execution because we know that the best learning happens by doing. We recognize that we are creating OUR COMPANY TOGETHER, which is not only a high-performing fast-growing business, but is changing the way the world perceives the quality of technical talent in Latin America. We are fueled by the great positive impact we are making in the places where we do business, and are committed to accelerating careers and investing in hundreds (and hopefully thousands) of highly talented data science engineers and data analysts.
In short, our business is about people, so we hire t
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