Data Scientist - Manufacturing Analytics at Hadrian

Los Angeles, California, United States

Apply Now

Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Aerospace, Defense, Manufacturing, AviationIndustries

Requirements

Strong foundation in time series analysis and forecasting
Experience with manufacturing or operations analytics
Proficiency in Python and statistical programming
Understanding of uncertainty quantification and prediction intervals
Experience working with limited, high-value data
Knowledge of survival analysis and reliability modeling
Ability to build models that work with sparse data
Strong visualization and communication skills
Experience with real-time analytics and streaming data
Understanding of causal inference and confounding
Ability to design meaningful experiments
Experience deploying models to production
Domain knowledge in manufacturing or supply chain
Collaborative mindset and business acumen

Responsibilities

Develop cycle time prediction models accounting for part complexity and operator variability
Build queue forecasting systems to predict bottlenecks before they occur
Create tool life prediction models using sensor data and usage patterns
Design inventory forecasting models balancing holding costs with stockout risks
Implement demand forecasting for high-mix, low-volume aerospace parts
Develop anomaly detection for quality issues and equipment failures
Build hierarchical forecasting models for multi-level BOM structures
Create simulation models to validate forecasting approaches
Design experiments to improve model accuracy with limited data
Implement real-time monitoring dashboards with predictive alerts
Develop APIs for model deployment and integration
Create feedback loops to continuously improve predictions
Document methodologies and train operations teams
Collaborate with engineers to understand data generation processes
Present insights and recommendations to leadership

Skills

Predictive Analytics

Forecasting Models

Cycle Time Prediction

Queue Forecasting

Inventory Optimization

Demand Forecasting

Statistical Modeling

Machine Learning

Hadrian

Automated factories for precision metal components

About Hadrian

Hadrian builds automated factories to produce precision metal components for the Space & Defense industry. These factories are designed to manufacture parts for rockets, satellites, jets, and drones much faster and cheaper than traditional machine shops. By automating the manufacturing process, Hadrian can deliver flight-grade machined parts in as little as 5 to 21 days, depending on the complexity of the part. The company uses advanced scheduling and capacity management systems to ensure timely delivery and provides customers with real-time visibility into their orders, including inspection results. Unlike its competitors, Hadrian focuses on creating a highly efficient production environment that significantly reduces costs and improves production speed. The goal is to enhance the manufacturing capabilities of their customers and support them in bringing new products to market more effectively.

Torrance, CaliforniaHeadquarters

2020Year Founded

$224.3MTotal Funding

SERIES_BCompany Stage

Industrial & Manufacturing, DefenseIndustries

51-200Employees

Benefits

Substantial equity grants

Healthcare, vision, dental, & life Insurance

Stipends for relocation, home office and/or flights to LA

Exposure to Tier 1 VCs & Angel Investors

If you leave to start your own company, we'll invest and help you fundraise

Risks

Increased competition from automated manufacturing startups threatens Hadrian's market share.

Reliance on venture capital funding poses financial risks for Hadrian's expansion plans.

Geopolitical tensions could lead to regulatory changes impacting Hadrian's operations.

Differentiation

Hadrian builds autonomous, software-defined precision component factories for aerospace and defense.

The company delivers flight-grade machined parts in 5-21 days, enhancing efficiency.

Real-time visibility and advanced scheduling set Hadrian apart in precision manufacturing.

Upsides

Increased demand for precision components in the eVTOL market boosts Hadrian's growth potential.

U.S. government investment in domestic manufacturing aligns with Hadrian's expansion plans.

Industry 4.0 technologies enhance Hadrian's automated factory systems, improving efficiency.

Land your dream remote job 3x faster with AI

Try Jobo Free