Director of Data Science & Machine Learning
Pricing
Confirmed live in the last 24 hours
Xometry

501-1,000 employees

AI-enabled marketplace for on-demand manufacturing services
Company Overview
Xometry's mission is to accelerate innovation by providing real-time, equitable access to global manufacturing capacity and demand. Xometry is the leading AI-enabled marketplace for on-demand manufacturing, transforming one of the largest industries in the world.
AI & Machine Learning
Data & Analytics
Industrial & Manufacturing

Company Stage

N/A

Total Funding

$443.4M

Founded

2013

Headquarters

North Bethesda, Maryland

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

29%
Locations
New York, NY, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Agile
Python
Airflow
Data Science
Tensorflow
R
Data Structures & Algorithms
Pytorch
BigQuery
SQL
Snowflake
CategoriesNew
AI & Machine Learning
Data & Analytics
Requirements
  • 8+ years experience developing and implementing machine learning algorithms, ideally within an online marketplace
  • Excellent understanding of scalable architectures and thrive working in Agile environments
  • Recognized expertise in the areas of marketplace optimization and pricing theory
  • Deep knowledge of design of experiments, online experimentation approaches at scale
  • Experience with machine learning models running in a real production environment
  • Experience in end-to-end model development and deployment lifecycle
  • Strong experience with Python/R, forecasting methodologies, machine learning and statistics
  • Experience with SQL and cloud technologies like Snowflake, Google BigQuery, Databricks, presto etc.
  • Strong fluency in Python and SQL, experience with Tensorflow, PyTorch, Airflow and data warehouse
  • PhD in a quantitative field (or BS/MS with equivalent work experience)
  • Must be a US citizen, green card holder, or a legal permanent resident of the United States
Responsibilities
  • Serve as a strategic leader as part of our data science & machine learning team, with responsibility for Xometry’s pricing strategy
  • Build collaborative relationships with key stakeholders; set priorities aligned to business goals; communicate analysis, strategies, timelines, and work of the data science & machine learning team, and gain buy-in from executive leadership
  • Incorporate internal and external feedback to iterate and evolve ML models
  • Practice outcome-oriented/KPI-driven team management: Define metrics that lead to business goals and report on the outcomes of your efforts
  • Lead complex, cross-team projects to deliver on our product & ML strategy, with a singular focus on driving business results
  • 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
  • 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
Desired Qualifications
  • Mission-driven, positive attitude, and ability to motivate others