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.AI Optimisation Engineer(m/w/x)
Optimising AI/ML systems for public safety radio equipment. Proven experience shipping AI/ML improvements and LLM deployment trade-offs required. Equity package, remote-friendly.
Requirements
- Proven experience optimising large-scale AI/ML systems in production
- Shipped real AI/ML improvements, not just prototypes
- Hands-on knowledge of LLMs and transformer architectures
- Knowledge of LLM deployment trade-offs (quantisation, distillation, batching, caching, RAG)
- Strong software engineering fundamentals
- Python proficiency
- Familiarity with MLOps tooling (MLflow, Weights & Biases, Ray)
- Experience with cloud AI infrastructure (AWS, GCP, Azure)
- Experience with inference serving frameworks (vLLM, TGI, TorchServe)
- Structured, data-driven problem-solving approach
- Define metrics before optimising
- Ability to make clear business case for work
- Good communication skills
- Confidence to influence across engineering, product, leadership
Tasks
- Lead AI performance across the business
- Identify and address inefficiencies in AI systems
- Continuously monitor and test AI performance
- Improve AI efficiency across all platforms
- Maintain and evolve AI performance standards
- Update tools and benchmarks for AI measurement
- Collaborate with product and engineering leads
- Ensure AI efficiency in product development
- Manage AI cost and performance balance
- Stay informed about AI developments
- Integrate new AI knowledge into operations
- Coach and upskill engineers on AI
- Build and lead an AI optimisation team
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- AI/ML
- LLMs
- transformer architectures
- Python
- MLflow
- Weights & Biases
- Ray
- AWS
- GCP
- Azure
- vLLM
- TGI
- TorchServe
Benefits
Competitive Pay
- Competitive salary package
- Equity package
Flexible Working
- Remote-friendly
- Flexible working
Modern Equipment
- Access to latest models
- Access to compute resources
Other Benefits
- Access to research partnerships
- Swiss work agreement
- G-permit application sponsorship for EU citizens
Purpose-Driven Work
- Mission-driven work
Informal Culture
- Flat structure
- No bureaucracy
Startup Environment
- Fast decisions
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.AI Optimisation Engineer(m/w/x)
Optimising AI/ML systems for public safety radio equipment. Proven experience shipping AI/ML improvements and LLM deployment trade-offs required. Equity package, remote-friendly.
Requirements
- Proven experience optimising large-scale AI/ML systems in production
- Shipped real AI/ML improvements, not just prototypes
- Hands-on knowledge of LLMs and transformer architectures
- Knowledge of LLM deployment trade-offs (quantisation, distillation, batching, caching, RAG)
- Strong software engineering fundamentals
- Python proficiency
- Familiarity with MLOps tooling (MLflow, Weights & Biases, Ray)
- Experience with cloud AI infrastructure (AWS, GCP, Azure)
- Experience with inference serving frameworks (vLLM, TGI, TorchServe)
- Structured, data-driven problem-solving approach
- Define metrics before optimising
- Ability to make clear business case for work
- Good communication skills
- Confidence to influence across engineering, product, leadership
Tasks
- Lead AI performance across the business
- Identify and address inefficiencies in AI systems
- Continuously monitor and test AI performance
- Improve AI efficiency across all platforms
- Maintain and evolve AI performance standards
- Update tools and benchmarks for AI measurement
- Collaborate with product and engineering leads
- Ensure AI efficiency in product development
- Manage AI cost and performance balance
- Stay informed about AI developments
- Integrate new AI knowledge into operations
- Coach and upskill engineers on AI
- Build and lead an AI optimisation team
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- AI/ML
- LLMs
- transformer architectures
- Python
- MLflow
- Weights & Biases
- Ray
- AWS
- GCP
- Azure
- vLLM
- TGI
- TorchServe
Benefits
Competitive Pay
- Competitive salary package
- Equity package
Flexible Working
- Remote-friendly
- Flexible working
Modern Equipment
- Access to latest models
- Access to compute resources
Other Benefits
- Access to research partnerships
- Swiss work agreement
- G-permit application sponsorship for EU citizens
Purpose-Driven Work
- Mission-driven work
Informal Culture
- Flat structure
- No bureaucracy
Startup Environment
- Fast decisions
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
Polus
Industry
Government
Description
Polus pioneers the Public Safety marketplace with radio equipment for Search & Rescue and disaster relief teams, aiming to reinvent public safety.
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