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 September 12, 2026
- Open roles
- 7
- Employers
- 7
- Median pay
- —
- Disclose pay
- —
on Career App right now
hiring for it
not enough disclosed
of these roles
Open roles requiring Model Optimization (7)
Research Staff, Voice AI Foundations
Deepgram
San Francisco, CA · $150,000 – $250,000 · Remote
You'll lead research into latent space models for voice AI, tackling fundamental challenges in audio compression, generative speech synthesis, and data efficiency. This role suits researchers who thrive on unsolved problems, move rapidly between theory and implementation, and want to pioneer entirely new approaches to making voice AI accessible at scale.
Listed on Deepgram’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 ↗
Member of Technical Staff - Research, Post-Training
Modal
New York, NY · $150,000 – $350,000
Modal is seeking a research scientist to develop post-training methods and infrastructure for large language models, combining theoretical advances with practical deployment at scale. The role suits researchers with a track record in reinforcement learning and foundation models who want to bridge academic research and production systems.
Listed on Modal’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 ↗
ML Research Scientist (Health & Sensing)
Eight Sleep
Full-time · San Francisco, CA
This role develops machine learning and AI systems that analyze sleep and health sensor data to create personalized insights and adaptive thermoregulation for Eight Sleep's Pod device. It suits researchers with expertise in machine learning applications to health data who want to ship real products at scale.
Listed on Eight Sleep’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 hiring a Staff Research Engineer to optimize how their large language models run in production, focusing on inference efficiency across the full stack from architecture to hardware. This role suits researchers with deep expertise in LLM optimization and strong software engineering skills who want to ship real performance improvements at a fast-growing AI company.
Listed on Cohere’s careers site · Apply there ↗
Roles that use Model Optimization
Employers hiring for Model Optimization
7 in total, most open roles first.
- CCohere1 role
- DDeepgram1 role
- ESEight Sleep1 role
- MModal1 role
- NNIO1 role
- TLTopaz Labs1 role
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.