Manifold Industries
Applied A.I. / ML Engineer
About this role
Manifold seeks an Applied A.I. / ML Engineer to develop forecasting models that assist Department of Defense officers in making informed decisions based on complex data. The role focuses on building trust through explainable models while navigating challenges that arise from sparse data and evolving missions.
What you'll do
- Understand the mission and data needs.
- Identify and prepare relevant data sources.
- Test and evaluate different modeling approaches.
- Establish and monitor end-to-end ML systems.
- Ensure outputs are understandable and actionable.
- Collaborate with cross-functional teams for implementation.
What they're looking for
- ML fundamentals and models expertise
- Data wrangling capabilities
- Architecting end-to-end ML systems
- Explainability in ML outputs
- Strong communication skills
- Judgment under uncertainty
- Applied machine learning mindset
- Ability to recognize when simpler solutions are needed
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Manifold Industries
Manifold Industries develops AI and ML solutions, particularly forecasting models for defense applications that prioritize explainability and decision support. The company is hiring Applied AI/ML Engineers and Forward Deployed Engineers to build intelligent systems and maintain close customer relationships.
View all jobs at Manifold IndustriesLikely interview questions
- Walk us through an end-to-end ML system you've deployed to production. What were the hardest parts—data, modeling, or ops—and how did you solve them?
- Tell us about a time you had to choose between a more complex model and a simpler one. What made you pick the one you did, and how did you explain that choice to stakeholders?