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Danti · 1 day ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

Danti is focused on building a search engine that enables users to access information generated across the Earth using advanced sensing technologies. As a Senior Machine Learning Engineer, you will develop NLP microservices that facilitate semantic context-based search of Earth data, collaborating with key leadership to ensure the success of the business.

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

Qualification

NLP ApplicationsML ToolkitsPythonC/C++/RustData TaxonomiesRecommendation EnginesPhD in Computer ScienceAgile MLOpsTeam CollaborationCustomer Oriented Mindset

Required

You have hands on experience with building NLP Applications

You are proficient in ML Toolkits (e.g. PyTorch, Tensorflow), and are strong in one or more programming languages: Python, C, Rust, C++

You are experienced with data taxonomies, data correlation, and recommendation engines

You have 5+ years experience in the machine learning/NLP/NLU field

You are collaborative with a go-getter mindset, and self directing behaviors for the benefit of the team, the customer, and the company culture

You have high integrity - you seek open and honest communication, and you hold yourself to high moral and ethical standards

You are able to effectively manage concurrent technical tasks with competing priorities independently, approach difficult problems with enthusiasm and creativity, effective team communicator, and the ability to change focus when necessary

You have a strong customer oriented mindset, and drive to focus on what a customer truly wants

Comfortable traveling within the U.S. for quarterly team meetups and occasional in-person customer meetings or demos