**Company: Luminate Medical Job Description Summary: Luminate is looking for a Machine Learning Engineer to deploy Machine Learning algorithms for music asset identification. The position can be in France remotely or in New York. Responsibilities include documenting technologies, proposing test processes, evaluating scalability, researching and deploying ML models, collaborating with teams, writing well-documented code, iterating and improving models, maintaining interactions with third-party providers, and staying up-to-date with advancements. Requirements include knowledge of machine learning architectures, experience in computer vision, NLP, audio processing, and anomaly detection, development skills in Python, Scala, Cypher, SQL, interest in software development, experience with GCP/AWS, relational/non-relational DB, code optimization, Big Data experience, understanding product requirements, ownership, English proficiency. Luminate has a 30-year history in data and insights for music, television, and film industries and is an equal opportunity employer. Job Description: Are you an entertainment news junkie? Do you thrill your friends with tales torn from famous and obscure sources about artists and performers of every ilk? Are you a bit of a data-head who’s a little obsessed with entertainment charts, ranks, lists and stats? Do you knowingly smile to yourself as you watch a story’s blow-up path, from the feeds to the web to TV, all fueled by the public’s fascination with all things entertainment? And do you have an eye for fact-based stories and an understanding of the role data plays in their telling? If so, we’d like to talk! Luminate is the preeminent entertainment data and insights company, unlocking access to the most essential, objective, and trustworthy data compiled from thousands of verified data sources. The beneficiary of industry consolidation, Luminate now houses what was once Nielsen Music, BDS Radio, SoundScan, Music Connect, Alpha Data and Variety Business Intelligence. The Team: We are looking for a Machine Learning Engineer… that…… will lead and implement Luminate’s effort to deploy state of the art Machine Learning algorithms for the identification of music assets such as Contributing artists, recordings, works and releases. We want to explore a broad variety of technologies, such as NLP, deep learning, audio transcription or classification. This position can be based either in France (remotely) or in our New York City office (hybrid). The Role: • Document all possible technologies that will extend the capabilities of our current matching algorithms. • Propose test processes to validate each technology • Evaluate scalability of each technology • Apply solutions to Large Data sets • Research, build, and deploy cutting-edge ML models and algorithms to optimize our product. • Collaborate with cross-functional teams to define requirements, create and maintain ML models. • Write well-documented, clean, and maintainable code, adhering to established best practices and methodologies. • Continuously iterate and improve upon existing models and algorithms, ensuring enhanced accuracy, performance, and scalability. • Maintain and enhance the quality of interactions with third-party ML / AI providers. • Effectively work with REST APIs and integrate with back-end services to deliver complete solutions. • Keep up-to-date with the latest advancements in machine learning, artificial intelligence, and relevant technologies, proactively identifying opportunities to stay competitive. • Additional projects, duties, and tasks as assigned Who you are: • Strong knowledge of machine learning architectures: fully connected, CNN, transformers, language models… • Experience in one (or more) of the following fields: computer vision, natural language processing, audio processing, time series, anomaly detection… • Good development skills in Python, Scala, Cypher, SQL • Strong interest in software development. • Experience with GCP and/or AWS. • Experience with relational and non-relational DB such as neo4J. • Experience in code optimization is a plus • Experience in BigData • Experience in understanding product requirements. • Embrace ownership, autonomy and agile methodology. • Good English proficiency (Work in an international environment). More About Us: Luminate has incredible 30 year history that has made us who we are today. We power the Billboard Charts, but we also inform the entire music industry with exclusive research, data and insights. We serve the television and film industry, providing deep meta-data on every major production and title. Luminate is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. #LI-Hybrid Company: Luminate Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years): Senior (5+ years of experience) Tagged as: Business Intelligence, France, Industry, Language Modeling, Natural Language Processing, NLP Company: Luminate Medical Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years): Senior (5+ years of experience) Tagged as: Classification, France, Industry, Language Modeling, Natural Language Processing, NLP
Company:Luminate Medical
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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.
