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

FilteredsectorAerospace×

46 AI roles tagged model_serving.

Company	Title	Sector	AI score	Other tags
Northrop Grumman	AI Software Engineer – Level 3 or 4	Aerospace	9	RL robotics · Embodied AI · Fine-tuning · Inference infra
Northrop Grumman	Principal / Sr Principal AI Software Engineer	Aerospace	8	Inference infra · Fine-tuning · Evals
Northrop Grumman	AI Systems Engineer (Principal or Sr. Principal Level)	Aerospace	8	Fine-tuning · Inference infra · Evals
Northrop Grumman	AI Engineer Software (Level 2 or 3)	Aerospace	8	RAG · Agent orchestration · Tool use · Fine-tuning · LLM observability · Evals
Boeing	Lead Artificial Intelligence /Machine Learning Data Scientist (Data Science)	Aerospace	8	Agent research
Boeing	AI/ML Researcher (Multimodal)	Aerospace	8	Multimodal · Vision · RAG · Fine-tuning · Inference infra
Boeing	AI/ML Researcher (Multimodal)	Aerospace	8	Multimodal · Vision · Fine-tuning · RAG
Boeing	Experienced Software Engineer - AI-ML (GenAI)	Aerospace	8	Agent orchestration · RAG
Northrop Grumman	Machine Perception (MP) Engineer – Level 3 or 4	Aerospace	7	Inference infra
Boeing	AI Application Engineer	Aerospace	7	Inference infra
Northrop Grumman	Principal Systems Engineer	Aerospace	7	Inference infra
Boeing	Experienced AI-ML Engineer (Artificial Intelligence)	Aerospace	7	Agent orchestration · RAG
Boeing	Experienced or Senior Greenfield Software Developer	Aerospace	7	Agent orchestration · RAG · LLM observability
Boeing	Principal Developer-Builder	Aerospace	7	Inference infra · RAG · Agent orchestration
Boeing	Software Developer-Builder (Experienced or Senior)	Aerospace	7	Agent orchestration · RAG · LLM observability
Boeing	Senior Artificial Intelligence (AI) Solutions Architect	Aerospace	7	Agent orchestration · Agent research · Inference infra · RAG · Vector DB · LLM observability
Boeing	Artificial Intelligence (AI) Platform Developer (Mid-Level or Senior)	Aerospace	7	Agent orchestration · RAG · Vector DB · Inference infra · LLM observability
Boeing	Senior Artificial Intelligence Operations Specialist	Aerospace	7	Agent orchestration · Inference infra · LLM observability
RTX	ASE Methods - Data Science & Analytics Principal Engineer (Onsite)	Aerospace	7	Forecasting
Northrop Grumman	Software Engineer: Automation/AI - Level 3 (Chandler)	Aerospace	7	Agent orchestration · Tool use · LLM observability · RAG · Vector DB · Fine-tuning · Inference infra
Boeing	AI Application Engineer	Aerospace	7	Inference infra
Boeing	Senior Cloud Solutions Architect	Aerospace	7	RAG · Inference infra
Boeing	AI Application Engineer	Aerospace	7	Inference infra
Boeing	Data Scientist (Data Science)	Aerospace	7	Fine-tuning · Evals · RAG · Vector DB
Boeing	Senior Data Scientist	Aerospace	7	Fine-tuning · Evals · Guardrails · Multimodal · LLM observability · RAG · Vector DB
Boeing	Mid-Level Generative Artificial Intelligence (GenAI) Search Solutions Developer	Aerospace	7	RAG · Vector DB · Fine-tuning · Search & ranking
Boeing	Mid-Level Engineering Data Scientist	Aerospace	7	RAG
Boeing	Experienced AI/ML Engineer – Predictive Maintenance	Aerospace	7
Boeing	Senior Human Resources Data Scientist	Aerospace	7	Fine-tuning · Evals
Boeing	Senior Data Scientist	Aerospace	7

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.