Senior AI Inference Engineer

Monks

Job Overview

Location

LATAM; NAMER

Job Type

Full-time

Full Job Description

📋 Description

• As a Senior AI Inference Engineer at Monks, you will design and deliver advanced agentic and visual AI systems for leading organizations in Media, Entertainment, Gaming, and Sport, transforming ambiguous business problems into scalable, high-performance AI architectures that can see and reason about video in real time.
• You will architect, implement, and optimize end-to-end AI inference services and agentic pipelines in Python, design autonomous agents that interpret and act on video and multi-modal content, and integrate Vision Language Models like GPT-4o and Gemini Pro Vision into production-grade workflows.
• You will collaborate directly with clients in pre-sales discussions, provide technical leadership to project teams, create architecture diagrams and documentation, and deploy and operate services on Kubernetes and AWS, optimizing workloads for modern NVIDIA GPU architectures.
• You will own the full lifecycle of complex AI inference solutions from discovery and pre-sales through implementation and optimization, gaining deep expertise in agentic systems, multi-modal AI, and scalable cloud infrastructure while working with cutting-edge technologies in a globally recognized AI-driven organization.

🎯 Requirements

• Significant professional experience (senior level) building and shipping AI/ML systems in production with strong Python and a modern data/ML stack.
• Proven track record taking models from notebooks or prototypes into robust, low-latency inference services.
• Extensive hands-on experience building agentic systems, especially those involving computer vision or multi-modal inputs.
• Demonstrated experience architecting autonomous agents that can see and reason about video content.
• Practical experience integrating Vision Language Models (e.g., GPT-4o, Gemini Pro Vision, LLaVA) into complex workflows.
• Strong practical experience with Kubernetes in production and experience architecting distributed systems on AWS beyond basic provisioning.
• Understanding of modern NVIDIA GPU architectures (Ampere, Hopper, Blackwell) and how to optimize workloads for them.
• Product-minded and value-driven: able to align technical decisions with business outcomes and ROI.
• Excellent communication skills, with the ability to explain complex architectures to both technical and non-technical stakeholders and participate comfortably in client and pre-sales conversations.
• Self-starter who thrives in ambiguity, enjoys reading source code, and is motivated by solving problems lacking clear existing patterns or documentation.

🏖️ Benefits

• Opportunity to work with major professional sports leagues and global media brands on high-impact AI solutions.
• Remote work flexibility within North or South America.
• Commitment to diversity, equity, and inclusion in hiring practices and workplace culture.
• Exposure to cutting-edge AI technologies including Vision Language Models, LLM orchestration frameworks, and NVIDIA GPU optimization.
• Technical leadership role with autonomy to shape architecture and guide implementation.
• Access to Monks.Flow, the company’s flagship AI ecosystem for marketing orchestration, and involvement in award-winning AI initiatives.

Skills & Technologies

Python

Express

AWS

Kubernetes

Senior

Remote

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Monks

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About Monks

Monks is a digital product studio that partners with ambitious companies to build and scale innovative digital products. They specialize in creating custom web and mobile applications, focusing on user experience, cutting-edge technology, and agile development methodologies. Their services span the entire product lifecycle, from initial concept and design to development, testing, and ongoing support. Monks works across various industries, helping clients achieve their business objectives through strategic digital transformation and the creation of impactful, user-centric solutions. They pride themselves on a collaborative approach, ensuring clients are involved throughout the development process to deliver exceptional results.

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