Skill
Model Optimization
Data Science, Analytics and AI/ML
A set of techniques for improving a machine learning model's efficiency, speed, or accuracy, including methods like quantization, pruning, distillation, and hyperparameter tuning. ML engineers apply these techniques to reduce a model's memory footprint and inference latency, particularly for deployment on constrained hardware like mobile devices or edge servers. It balances trade-offs between model size, computational cost, and predictive performance.
Model Optimization in the job market
Last checked October 28, 2026
- Open roles
- 7
- Employers
- 7
- Median pay
- —
- Disclose pay
- —
on Career App
hiring for it
not enough disclosed
of these roles
Open roles requiring Model Optimization (7)
Algorithm Engineer - Deep Learning
KLA-Tencor
Full-time · Milpitas, CA · $136,300 – $231,700
KLA seeks a deep learning engineer to advance computer vision and image processing for semiconductor manufacturing inspection systems. This role involves developing and optimizing state-of-the-art models across the full lifecycle, from conception through deployment, for a leader in process control technology.
Listed on KLA-Tencor’s careers site · Apply there ↗
Senior Software Engineer – Applied AI & Streaming
Bend Studio
Aliso Viejo, CA · $177,300 – $265,900
This role pairs artificial intelligence with Sony's cloud gaming platform, focusing on building inference-backed systems that make streamed play faster and more personal. It suits senior engineers who have shipped production AI features and enjoy working at the intersection of machine learning and real-time performance constraints.
Listed on Bend Studio’s careers site · Apply there ↗
Staff Machine Learning Engineer
Unity
Full-time · $218,400 – $283,900
This role involves optimizing state-of-the-art AI models to run efficiently on mobile and desktop devices within a browser-native runtime, handling everything from model export through kernel-level tuning to shipped features. It's ideal for a performance-focused engineer who thrives on closing the gap between research models and production on-device products, working with transformers, diffusion networks, and vision-language models across constrained hardware.
Listed on Unity’s careers site · Apply there ↗
AI Infrastructure Engineer
NIO
Full-time · San Jose, CA · $192,100 – $249,600
NIO is hiring a senior engineer to build production inference systems for large language and vision models across cloud and edge devices in their autonomous vehicle platform. This role suits someone with deep experience optimizing AI workloads on accelerators who wants to ship real-world impact at scale.
Listed on NIO’s careers site · Apply there ↗
Embedded AI Engineer, On-Device Models
Deepgram
USA - Remote · $219,300 – $274,100
This role involves optimizing Deepgram's voice AI models to run efficiently on embedded hardware and non-NVIDIA accelerators through custom kernel development, quantization, and low-level tuning. It suits experienced embedded systems engineers who thrive solving hard optimization problems under tight resource constraints and want to make large models viable on small devices.
Listed on Deepgram’s careers site · Apply there ↗
Software Engineer, AI Inference / HPC
Topaz Labs
Full-time · Dallas, TX · $110,000 – $150,000
You'll optimize AI model inference performance across Topaz Labs' image and video enhancement platform, serving as the bridge between research and production while working with hardware partners. This role suits engineers who want to apply systems and optimization expertise to a rapidly growing AI company with millions of users.
Listed on Topaz Labs’s careers site · Apply there ↗
Staff Research Engineer, Model Efficiency
Cohere
Full-time · New York, NY · CA$250,000 – CA$535,000 · Remote
Cohere is seeking a Staff Research Engineer to develop and deploy techniques that improve the speed and efficiency of large language model inference in production. This role is ideal for someone with advanced ML expertise and a track record of publishing optimization research who wants to tackle the practical challenge of making AI systems run faster and more efficiently at scale.
Listed on Cohere’s careers site · Apply there ↗
Asked for alongside Model Optimization
Measured from the 7 open roles that name Model Optimization — not from a curated list.
- C++4 roles57.1%
- Model Compression & Quantization3 roles42.9%
- Python3 roles42.9%
- Rust3 roles42.9%
Roles that use Model Optimization
Employers hiring for Model Optimization
7 in total, most open roles first.
Bend Studio1 role- CCohere1 role
- DDeepgram1 role
- KLA-Tencor1 role
- NNIO1 role
- TLTopaz Labs1 role
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.