AI Innovation Engineer

Marathon TS

$90K — $130K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years in software or AI engineering, or machine learning.
  • Hands-on experience with Generative AI applications.
  • Strong command of Large Language Models and prompt engineering.
  • Proficient in Python for software development.
  • Experience with Google Cloud Platform (GCP).
  • Familiarity with BigQuery and cloud data environments.
  • Ability to quickly prototype and refine concepts.

Responsibilities

  • Design and develop proof-of-concept AI applications and agents.
  • Build AI solutions using LLM frameworks and Google's AI ecosystem.
  • Test AI agents with the Agent Development Kit and other technologies.
  • Create prototypes that highlight business value and drive innovation.
  • Leverage structured and unstructured data sources like BigQuery.
  • Experiment with and evaluate emerging Generative AI technologies.
  • Collaborate with technical and business leaders to identify AI solutions.

Benefits

  • Opportunity to work in a newly formed innovation team.
  • Access to cutting-edge technology and tools.
  • Environment that fosters rapid prototyping and learning.
  • Dynamic and fast-paced work setting.
  • Potential to influence AI innovation directions across the organization.
Full Job Description
AI Innovation Engineer (GenAI & Agent Development)

Overview

We are seeking an AI Innovation Engineer to join a newly formed innovation-focused team responsible for rapidly exploring, prototyping, and validating cutting-edge AI solutions. This individual will work closely with leadership to investigate emerging technologies, develop proof-of-concepts, and build AI-powered applications that help solve high-impact business problems.

This is an ideal opportunity for a highly motivated builder who enjoys working in fast-moving environments, learning new technologies quickly, and turning ideas into working solutions.

Responsibilities
  • Design, develop, and deploy proof-of-concept AI applications and intelligent agents.
  • Build Agentic AI solutions using modern LLM frameworks and Google's AI ecosystem.
  • Develop and test AI agents utilizing Agent Development Kit (ADK) and related technologies.
  • Create prototypes that demonstrate business value and accelerate innovation initiatives.
  • Work with structured and unstructured data sources, including BigQuery datasets.
  • Experiment with emerging Generative AI technologies and evaluate new tools and frameworks.
  • Collaborate with business and technical stakeholders to identify opportunities for AI-driven solutions.
  • Quickly learn new technologies and independently drive projects from concept to prototype.
  • Document findings, recommendations, and technical approaches for future production development.

Required Qualifications
  • 3+ years of software engineering, AI engineering, or machine learning experience.
  • Hands-on experience developing Generative AI applications.
  • Strong understanding of Large Language Models (LLMs), prompt engineering, and agent-based architectures.
  • Experience developing software applications using Python.
  • Experience with Google Cloud Platform (GCP).
  • Experience working with BigQuery and cloud-based data environments.
  • Ability to rapidly prototype and iterate on new ideas.
  • Strong problem-solving skills and ability to work independently.

Preferred Qualifications
  • Experience with Google's Agent Development Kit (ADK).
  • Experience with Vertex AI and Gemini models.
  • Experience building AI agents and multi-agent workflows.
  • Experience with Retrieval-Augmented Generation (RAG).
  • Familiarity with LangChain, LlamaIndex, or similar frameworks.
  • Experience evaluating and optimizing LLM performance.
  • Exposure to MLOps and cloud deployment best practices.

What We're Looking For
  • Builder mentality with a passion for innovation.
  • Highly curious and eager to learn emerging technologies.
  • Comfortable operating with ambiguity and limited direction.
  • Ability to move quickly and deliver working solutions.
  • Strong ownership mindset and willingness to tackle difficult problems.
  • Collaborative team player who enjoys experimenting with new ideas and technologies.

Success in This Role

Within the first few months, this individual will be building AI-powered proof-of-concepts, developing intelligent agents, leveraging GCP and BigQuery data assets, and helping shape the future direction of AI innovation initiatives across the organization.

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