RUNWARE

RUNWARE provides an affordable API that enables AI developers to efficiently run image, video, and custom generative AI models without the need for extensive infrastructure or machine learning expertise.

Internet Software & Services

Information Technology

1-10 (5)

Founded 2023

9 open positions

Links

View All Jobs

Senior Machine Learning Engineer

4 months, 3 weeks ago

United Kingdom

Full-time

Senior

Machine Learning Engineer

Software Development

C++ Kubernetes LLM Machine Learning Python PyTorch

Apply Now

RUNWARE

Internet Software & Services

1-10

Founded 2023

View All Jobs 9

Description

Integrate open-source and third-party models into the inference platform.
Lead fine-tuning initiatives using LoRA, adapters, PEFT, and domain adaptation techniques.
Optimize inference workloads for latency, batching, memory efficiency, and throughput.
Benchmark model quality, cost, and performance across multiple modalities.
Improve inference startup times and stability under high load.
Build evaluation frameworks and internal tooling for model validation.
Collaborate with Infrastructure and Backend teams on scalable serving systems.
Monitor production performance and drive continuous optimization.
Mentor engineers and help raise the ML engineering standards across the team.

Requirements

Proven experience delivering machine learning systems to production environments.
Strong low-level Python skills and deep hands-on experience with PyTorch.
Experience working with diffusion models, LLMs, or multimodal architectures.
Practical experience fine-tuning large models using LoRA, PEFT, adapters, or similar methods.
Experience optimizing inference workloads in GPU environments.
Strong understanding of model evaluation, experimentation, and monitoring.
Ability to debug performance, memory, and reliability issues in production.
Strong systems thinking and understanding of how ML decisions impact infrastructure.
High ownership and comfort operating in a fast-paced startup environment.
Experience with vLLM or custom inference servers is preferred.
Experience with Kubernetes or containerised ML workloads is preferred.
Experience working in high-throughput distributed systems is preferred.
Background in AI media generation, including image, video, or audio, is preferred.
Experience building internal ML tooling or developer-facing APIs is preferred.
Experience with CUDA/C++ kernels is preferred.

Benefits

Remote-first setup with the ability to work from home anywhere the company can employ you.
Flexible hours outside core collaboration blocks.
Generous paid time off, including vacation, sick days, and public holidays.
Meaningful stock options.
Paid family leave for maternity, paternity, and caregiver time.
Company retreats twice a year in inspiring locations.

Interested in this position?

Apply directly on the company website

Apply Now

Similar Roles

AI/ML Engineer

Fieldwire 251-1K Construction & Engineering

Fieldwire, a Hilti construction technology company, is hiring a fully remote AI/ML Engineer in the United States to build and deploy machine learning systems that convert 360° jobsite captures into actionable insights for construction teams.

United States Full-time Mid Level Machine Learning Engineer

$152k-$220k

Agile Computer Vision Deep Learning Generative AI Machine Learning

2 days, 8 hours ago

Apply

2 days, 8 hours ago

AI Product Engineer

Kyivstar 1K-5K Wireless Telecommunication Services

Kyivstar.Tech is seeking an AI Product Engineer to turn business needs into AI-powered products by combining product ownership, full-stack development, and production delivery.

Anywhere Full-time Senior Full-stack Engineer Machine Learning Engineer

AWS Azure CI/CD Cybersecurity Docker GraphQL MLOps Node.js Python React REST API

3 days, 9 hours ago

Apply

3 days, 9 hours ago

Senior Machine Learning Engineer

Coderio 51-250 Internet Software & Services

Coderio is seeking a Senior Machine Learning Ops Engineer to architect, automate, and deploy scalable machine learning solutions while connecting data science with software engineering across international client initiatives.