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Company

Original Job Post

myGwork - LGBTQ+ Business Community · 4 days ago

Senior Principal Software Engineer

Columbia, MD

Full-time

Onsite

Senior Level

$97K/yr - $252K/yr

10+ years exp

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Responsibilities

Work closely with technical and research teams on innovative ML projects

Lead advanced applications of ML for the organization

Provide technical direction and communicate with internal and external stakeholders

Demonstrate critical thinking, outstanding communication skills, and project management experience

Lead other experienced technical professionals

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine learningSoftware engineeringData scienceCS fundamentalsDeep learningGitContainersMLOpsCloud platformAnalytical problem-solvingTechnical writingLeadershipCommunicationProblem-solvingLearning to Rank modelsRecommender systemsDeep learning-based recommender systemsComputer vision modelsGenerative AI modelsServerless architectureML model hosting strategiesModel testing techniquesMD

Required

BS in Computer Science, Data Science, Machine Learning, or related technical fields

At least 10 years of hands-on experience (may include graduate studies in computer science or related technical fields) with increasing scope in developing and implementing ML solutions

Experience should include 4+ years in roles with technical leadership scope in Software Engineering, Data Science or ML Engineering

Act as a leader on large-scale company initiatives and be viewed by peers as a leader and top contributor and by line management as a key business partner

Thorough understanding of CS fundamentals including data structures, algorithms, and complexity analysis

Strong software development experience through hands-on coding

Detailed knowledge of modern deep learning concepts, including but not limited to Generative AI models, FCN, CNN, RNN, Autoencoders, Transformers, and Large Language Models (LLM)

Familiarity with version control practices (Git), containers, MLOps

Experience with at least one cloud platform

Experience in formulating analytical problems into actionable research and applying advanced machine learning techniques for problem-solving

Good communication skills to convey sophisticated topics in straightforward terms to stakeholders (internal or external)

A drive to solve hard problems at scale

Experience in technical writing, project documentation, and/or technical publications

Preferred

MS/PhD in Computer Science, Data Science, Machine Learning, or related technical fields

Familiarity with Learning to Rank models, recommender systems, especially deep learning-based recommender systems, computer vision models, Generative AI models

Familiarity with serverless architecture, ML model hosting strategies, and model testing techniques

The position will require approximately 25% travel to Columbia, MD, or Denver, CO