Skill
Model Deployment
Data Science, Analytics and AI/ML
The process of taking a trained machine learning model and making it available for use in a production environment, such as through an API endpoint, embedded application, or batch pipeline. It involves packaging the model, provisioning infrastructure (often cloud-based, using tools like Docker, Kubernetes, or managed services such as SageMaker or Vertex AI), and setting up serving, scaling, and versioning. Machine learning engineers and MLOps practitioners handle deployment to ensure models perform reliably under real-world traffic and data conditions.
Model Deployment in the job market
Last checked September 12, 2026
- Open roles
- 10
- Employers
- 9
- Median pay
- —
- Disclose pay
- —
on Career App right now
hiring for it
not enough disclosed
of these roles
Open roles requiring Model Deployment (10)
Senior Machine Learning engineer - Distribution & Supply
Expedia Group
Seattle, WA · $184,500 – $258,000
Senior machine learning engineer building and optimizing the systems that connect travel supply, pricing, and inventory across Expedia's global marketplace. This role suits experienced ML engineers who can design production systems, mentor others, and own features end-to-end from modeling through deployment and operations.
Listed on Expedia Group’s careers site · Apply there ↗
Senior Software Engineer, Perception (R5420)
Shield AI
Full-time · Washington, DC · $163,200 – $244,800
This role involves building and deploying machine learning models for autonomous systems, focusing on computer vision and vision-language capabilities. It suits engineers who want to move cutting-edge AI research into production systems while working cross-functionally with researchers and autonomy teams.
Listed on Shield AI’s careers site · Apply there ↗
Software Engineer - Edge AI Systems
Palantir
Full-time · Seattle, WA · $145,000 – $200,000
This role focuses on building and deploying AI models and agents optimized for resource-constrained tactical hardware in defense applications, requiring expertise in LLMs, edge computing, and systems integration. It suits engineers with experience in AI systems, hardware optimization, and a background working on specialized deployments.
Listed on Palantir’s careers site · Apply there ↗
AI Engineer
MovieMagic
Tempe, AZ
Entertainment Partners is hiring a senior AI engineer to develop and deploy machine learning models and AI systems for its entertainment technology products. This role suits someone with strong PyTorch and transformer expertise who can move models from research through production while maintaining software engineering rigor.
Listed on MovieMagic’s careers site · Apply there ↗
Applied ML Engineer
Deepgram
USA | Remote · $150,000 – $220,000
This role bridges research and production at Deepgram's Voice AI platform, owning the pipeline that turns speech models from research notebooks into reliable, scaled services. It suits engineers who thrive at the intersection of ML systems and infrastructure, comfortable optimizing for both researcher productivity and production performance.
Listed on Deepgram’s careers site · Apply there ↗
Senior AI/ML Engineer
Sigma Computing
Full-time · San Francisco, CA · $240,000 – $270,000
Sigma is hiring an AI/ML Engineer to build the foundation systems powering AI features across their cloud data platform, including recommendations, natural language interfaces, and agentic workflows that will be used by thousands of enterprise customers. This role suits experienced ML practitioners who have shipped production systems and want to work at a well-funded, fast-growing company applying AI to business intelligence and data exploration.
Listed on Sigma Computing’s careers site · Apply there ↗
Staff Software Engineer (AI)
Pendo
New York, NY · $245,000 – $275,000
A staff-level role building production AI systems and LLM-powered features for a product intelligence platform. This suits experienced AI engineers who thrive designing end-to-end systems, making model strategy decisions, and collaborating across product and engineering to ship user-facing AI products.
Listed on Pendo’s careers site · Apply there ↗
Staff AI Engineer, Perception
Agility Robotics
Full-time · Fremont, CA · $207,000 – $323,000
This role leads the development of computer vision and machine learning systems for object detection and tracking on deployed humanoid robots in logistics and manufacturing environments. It's ideal for an experienced ML engineer with a strong robotics background who wants to own the technical architecture of perception systems operating in real-world production settings.
Listed on Agility Robotics’s careers site · Apply there ↗
Software Engineer, Backend/Applied ML (Safety & Integrity)
CharacterAI
Redwood City, CA · $150,000 – $300,000 · Remote
This role focuses on building scalable backend systems and applying machine learning to detect and prevent safety risks on an AI platform where users interact with characters. It suits engineers with deep expertise in distributed systems and ML who want to lead technical strategy on emerging AI safety challenges.
Listed on CharacterAI’s careers site · Apply there ↗
Sr. Software Engineer (AI)
Pendo
Full-time · New York, NY · $209,000 – $235,000
This role builds AI-native products for a product intelligence platform, combining LLM systems with full-stack engineering to ship user-facing features from prototype to production. It suits experienced engineers who excel at navigating technical ambiguity, making principled architectural choices, and partnering with product teams to define what should be built.
Listed on Pendo’s careers site · Apply there ↗
Asked for alongside Model Deployment
Measured from the 10 open roles that name Model Deployment — not from a curated list.
- Machine Learning5 roles50.0%
- Model Training5 roles50.0%
- Python5 roles50.0%
- Model Evaluation3 roles30.0%
- PyTorch3 roles30.0%
Roles that use Model Deployment
Employers hiring for Model Deployment
9 in total, most open roles first.
- PPendo2 roles
- ARAgility Robotics1 role
- CCharacterAI1 role
- DDeepgram1 role
- Expedia Group1 role
- MMovieMagic1 role
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.