Principal Machine Learning Data Scientist - Gen AI
Principal Machine Learning Data Scientist - Gen AI
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1 Vacancy
Job Description
Xometry (NASDAQ: XMTR) powers the industries of today and tomorrow by connecting the people with big ideas to the manufacturers who can bring them to life. Xometrys digital marketplace gives manufacturers the critical resources they need to grow their business while also making it easy for buyers at Fortune 1000 companies to tap into global manufacturing capacity.
Xometry is seeking a Principal Data & ML Scientist to join our Generative AI team. The ideal candidate will have a passion for advancing machine learning and generative AI capabilities particularly for finetuning generative and language models multimodal document understanding and structured data extraction. This person will leverage their expertise in generative models and data science to develop and optimize innovative AIdriven solutions that enhance Xometrys service offerings.
Responsibilities:
- Provide technical leadership to the Generative AI team setting technical direction defining best practices and ensuring the team follows industry standards in AI and ML development.
- Lead strategic planning and roadmap development for generative AI initiatives identifying highimpact projects and aligning them with Xometrys business objectives.
- Develop and deploy generative AI models and large language models (LLMs) for multimodal document processing focusing on extracting structured data from technical drawings purchasing orders and other complex documents.
- Lead the exploration and development of innovative text and imagebased data processing solutions including training and finetuning generative and language models.
- Design and implement efficient workflows for data preparation cleaning and augmentation to support the training of generative AI models.
- Utilize cloud platforms (e.g. Amazon Web Services) for largescale data processing model training and deployment.
- Collaborate with crossfunctional teams including engineering and business teams to align generative AI solutions with business needs and drive impactful applications.
- Mentor and guide team members on advanced machine learning techniques model architecture design and problemsolving strategies to elevate the teams technical capabilities.
- Continuously experiment and iterate on model performance tuning architectures and parameters to improve accuracy and efficiency in a fastpaced agile environment.
- Stay updated with the latest research in generative AI deep learning and multimodal data processing incorporating best practices and advancements into model development.
Requirements:
- A bachelors degree is required but an advanced degree (M.S. or PhD) in computer science machine learning AI or a related field is highly preferred.
- 7 years of experience in data science and machine learning focusing on generative models LLMs or computer vision.
- Expertise in largescale language and vision models (e.g. Transformers GPT VLMs).
- Experience with multimodal data processing (e.g. combining text image and 3D data).
- Proficient in Python including key libraries such as PyTorch TensorFlow pandas and numpy.
- Strong background in probability statistics and optimization techniques relevant to generative modeling.
- Familiarity with cloud computing resources and tools for model training and deployment (e.g. AWS SageMaker).
- Familiar with software engineering principles including version control reproducibility and continuous integration.
- Experience in the manufacturing supply chain or similar industries is a plus.
#LIHybrid
Here at Xometry we believe in diversity equity inclusion and belonging. We are committed to welcoming respecting and valuing people for who they are as individuals learning from their differences embracing their uniqueness and providing a positive workplace for all.
Xometry is an equal opportunity employer. All applicants will be considered for employment without attention to race color religion sex sexual orientation gender identity national origin veteran or disability status.
For US based roles: Xometry participates in EVerify and after a job offer is accepted will provide the federal government with your Form I9 information to confirm that you are authorized to work in the U.S.
Required Experience:
Staff IC
Employment Type
Full Time
