Xometry · 4 days ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

Maximize your interview chances

3D PrintingArtificial Intelligence (AI)

No H1B

U.S. Citizen Only

Insider Connection @Xometry

Discover valuable connections within the company who might provide insights and potential referrals.
Get 3x more responses when you reach out via email instead of LinkedIn.

Responsibilities

At Xometry, you will play a crucial role in exploring new machine learning opportunities, researching and performing proof of concepts, and bringing new machine learning and AI solutions into Xometry’s platform

Develop and implement machine learning models that improve Xometry’s ability to predict cost, price, and sourcing options for our customers and suppliers.

You will be responsible for leading the evaluation of emerging technologies, identifying areas for improvement, and developing new features while ensuring the reliability and scalability of Xometry’s platform

Lead the exploration of emerging AI and machine learning technologies and develop proof-of-concepts to assess their potential impact on Xometry’s platform

Collaborate with cross-functional teams to gather requirements, prioritize features, and define technical solutions based on the latest innovations

Monitor machine learning models and AI performance and troubleshoot issues as they arise

Contribute to the documentation and knowledge base to help other teams understand and use Xometry’s AI effectively

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 Learning ModelingLarge Scale Data ProcessingCloud-Native DevelopmentTransformersSelf Supervised Pre-trainingGenerative ModelingPyTorchTensorFlowContainersContainer OrchestrationDistributed SystemsSQLNoSQLCI/CD PipelinesSoftware FundamentalsDatabase DesignData AnalysisCommand Line ProficiencyLinux SystemsOOPTestingProject Management

Required

Experience with state of the art ML modeling techniques and approaches like transformers, self supervised pre-training, generative modeling, LLMs, etc

Experience with large scale data processing (e.g., Hands-on experience training and applying models at scale using deep learning frameworks like PyTorch or Tensorflow)

Successful candidates in this role need to be able to bridge state of the art approaches to real world impact

A cloud-native software craftsperson with hands on experience with containers, container orchestration, and distributed systems

An engineer with a self-driven attitude who can own problems and deliver solutions

Strong software fundamentals with experience in design patterns, refactoring, OOP, and testing

A cloud practitioner who values the 'shift-left' mentality by building systems with Infrastructure as Code, not console clicking

Data’s at the heart of our systems, we hope it's yours too. You’re comfortable working with SQL and/or NoSQL, understand database design, and data analysis

Experience building and consuming CI/CD pipelines

Someone who knows their way around the command line and has experience working with ix systems

5+ years working experience in the engineering teams that build large-scale ML-driven user-facing products

3+ years experience leading cross-team engineering efforts

Strong execution skills in project management

Must be a US Citizen or Green Card holder (ITAR)