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Danti · 12 hours ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

Danti is on a mission to transform how people interact with vast amounts of data generated about our physical world. As a Senior Machine Learning Engineer, you will be responsible for developing NLP microservices to enable semantic context-based search of Earth data, collaborating with key stakeholders to deliver innovative solutions.

Artificial Intelligence (AI)Drone ManagementGeospatialInformation TechnologyInternet

Responsibilities

You’ll be responsible for model design, implementation, training, and testing of cutting edge Natural Language models for human to machine translation for semantic search

You’ll use your expertise in a variety of NLP areas such as LLM, NLU/NLG, tokenization, lemmatization, entity classification, LDA, POS, etc. to solve a variety of complex challenges

You’ll be responsible for the entire lifecycle of model development, operations, and maintenance

You’ll research new techniques and technologies in the NLP space (including GenAI), evaluate their potential for improving the quality of the core product, and document your findings

You’ll define key system metrics and data you need to develop models/approaches effectively

You’ll work collaboratively with the team and foster an agile MLOps culture that encompasses model development, training, tuning, and validation to ensure timely, quality, product delivery, and lifecycle management

You’ll contribute to advanced algorithms that transform data and relational graphs into interpretable information that feed into semantic search services that will delight, connect, and enable non-experts to become consumers of earth data