Which companies are hiring for Model serving roles?

The companies with the most active Model serving listings are: Amazon (625 roles), NVIDIA (356 roles), Google (323 roles), Capital One (161 roles), JPMorgan Chase (156 roles).

What AI lifecycle stage does Model serving belong to?

Model serving primarily belongs to the serving infrastructure stage of the AI lifecycle. In current hiring, Model serving roles concentrate at: agents (40%), serving infrastructure (35%).

What sectors invest most in Model serving?

The sectors with the most active Model serving hiring are: Big Tech, Enterprise, Semiconductors.

← Tag co-occurrence network

Model serving

Infrastructure for deploying trained models in production: request batching, autoscaling, KV-cache management, and low-latency inference at scale.

Primary AI lifecycle stage: serving infrastructure.

As of today, 4,890 active AI roles across 249 companies in our index reference Model serving. Hiring concentrates at the agents (40%) and serving infrastructure (35%) stages. Most common sectors: Big Tech, Enterprise, Semiconductors.

Top hiring:

Function

All Engineering · 7314 Research · 444 Product · 285

Status

All Active only

Sort

AI score Recently posted Company A–Z

FilteredsectorDefense×

59 AI roles tagged model_serving.

Company	Title	Sector	AI score	Other tags
Anduril	Perception Engineer, Machine Learning	Defense	9	Inference infra
Skydio	Autonomy Engineer - Deep Learning	Defense	9	Vision · Multimodal · Fine-tuning · Inference infra · Synthetic data · Embodied AI
Skydio	PhD Autonomy Engineer Intern - Planning & Controls (Reinforcement Learning)	Defense	9	Sim-to-real · Agent orchestration · Embodied AI
Shield AI	Principal Engineer, AI Infrastructure (R4941)	Defense	9	Inference infra · Fine-tuning · Evals · Multimodal · Embodied AI
Skydio	Autonomy Engineer Intern - Deep Learning (Computational Photography)	Defense	9	Inference infra · Fine-tuning · Synthetic data · Multimodal
Anduril	AI Chief Engineering Lead	Defense	9	Agent orchestration · Agent research
Skydio	Autonomy Engineer - Deep Learning	Defense	9	Multimodal · Synthetic data · Fine-tuning · Inference infra · Embodied AI
Skydio	Senior Autonomy Engineer - Deep Learning	Defense	9	Vision · Synthetic data · Inference infra
Skydio	Autonomy Engineer - Deep Learning	Defense	9	Multimodal · Fine-tuning · Inference infra · Synthetic data · Embodied AI
Skydio	Senior Autonomy Engineer - Deep Learning	Defense	9	Vision · Fine-tuning · Inference infra · Synthetic data · Evals
Shield AI	Product Manager, AI Platforms (R4991)	Defense	9	Multimodal · Training infra · Evals · Synthetic data · Inference infra
Shield AI	Staff Engineer, Deep Learning (R5180)	Defense	8	Inference infra
Skydio	Autonomy Engineer - Deep Learning Model Acceleration	Defense	8	Inference infra
Skydio	Autonomy Engineer - Deep Learning Infrastructure	Defense	8	Inference infra · Multimodal
Skydio	Senior Autonomy Engineer - Deep Learning	Defense	8	Vision · Inference infra · Synthetic data · Fine-tuning
Skydio	Autonomy Engineer Intern - Deep Learning (Computational Photography)	Defense	8	Fine-tuning · Inference infra · Vision · Synthetic data
Skydio	PhD Autonomy Engineer Intern - Deep Learning or Computer Vision	Defense	8	Embodied AI
Anduril	Senior Machine Learning Engineer	Defense	8	Agent orchestration · Evals · Fine-tuning · Inference infra
Skydio	Autonomy Engineer - ML & DL Infrastructure	Defense	8	Training infra
Skydio	Autonomy Engineer Intern - Deep Learning (Computational Photography)	Defense	8	Fine-tuning · Inference infra · Vision · Synthetic data
Anduril	Senior Machine Learning Engineer, Perception	Defense	8	Inference infra · Evals
Anduril	Senior Machine Learning Engineer	Defense	8
Skydio	Autonomy Engineer - Deep Learning Infrastructure	Defense	8	Inference infra · Multimodal
Skydio	Autonomy Engineer - Deep Learning Model Acceleration	Defense	8	Inference infra
Skydio	Autonomy Engineer - Deep Learning Infrastructure	Defense	8	Inference infra
Skydio	Autonomy Engineer - Deep Learning Model Acceleration	Defense	8	Inference infra
Anduril	Applied Machine Learning Engineer	Defense	8	Fine-tuning · Agent orchestration
Anduril	Senior Machine Learning/MLOps Engineer	Defense	8	Inference infra · RAG · Vector DB · LLM observability · Vision
Anduril	Senior Machine Learning Engineer, Sentry Tower	Defense	8	Inference infra
Shield AI	Principal Technical Product Manager (R5249)	Defense	7	Agent orchestration · Embodied AI

Frequently asked questions

What is Model serving in AI?
Infrastructure for deploying trained models in production: request batching, autoscaling, KV-cache management, and low-latency inference at scale. Primary AI lifecycle stage: serving infrastructure.
How many AI roles reference Model serving right now?
4,890 active AI roles across 249 companies in our index reference Model serving as of today.
Which companies are hiring for Model serving roles?
The companies with the most active Model serving listings are: Amazon (625 roles), NVIDIA (356 roles), Google (323 roles), Capital One (161 roles), JPMorgan Chase (156 roles).
What AI lifecycle stage does Model serving belong to?
Model serving primarily belongs to the serving infrastructure stage of the AI lifecycle. In current hiring, Model serving roles concentrate at: agents (40%), serving infrastructure (35%).
What sectors invest most in Model serving?
The sectors with the most active Model serving hiring are: Big Tech, Enterprise, Semiconductors.