AI Engineer

Title: AI Engineer

Job Type: Full-Time

Location: Remote

Company Description:

Mechanized AI is at the forefront of AI innovation, leveraging cutting-edge technology to

transform legacy systems into modern, efficient, and scalable solutions. We work with

enterprise clients to future-proof their applications, helping them meet the demands of

today’s fast-paced, digital landscape. Our team thrives on solving complex challenges

and delivering AI-driven solutions. We foster a culture of creativity, collaboration, and

continuous learning.

Job Summary:

We are seeking a highly skilled AI Engineer to play a key role in advancing our AI-driven

platform and client solutions.

The ideal candidate has 4+ years of hands-on ML experience beyond academia, thrives

in fast-paced environments, and enjoys solving complex technical challenges. A strong

foundation in cloud-based ML solutions, AI model deployment, and optimization

techniques is essential. Those with a passion for staying at the forefront of AI

advancements and delivering high-impact solutions will excel in this role.

Key Responsibilities:

• Contribute to building and enhancing our Mechanized AI platform and AI-enabled
• products including mAI Modernize
• Serve as ML SME on client projects as needed
• Design ML systems
• Research and implement appropriate ML algorithms and tools
• Select appropriate datasets and data representation methods
• Run ML tests and experiments
• Perform statistical analysis and fine-tuning using test results
• Train and retrain systems when necessary
• Extend existing ML libraries and frameworks
  
• Stay current with emerging technologies and ML best practices to continuously
• improve our methodologies and tools

Required Skills & Experience:

• 4+ years of ML experience at a start-up or larger enterprise – high priority
• 6+ months of experience with Large Language Models (LLMs) and Generative AI
• (GenAI) applications – high priority
• Client delivery experience – high priority
• Effective written and oral communications skills (C1/C2 - advanced/proficient level
• English is required) – high priority
• Bachelor’s degree in computer science, software engineering or related field
• Experience with cloud environments (e.g., AWS, Azure, GCP)
• Experience with ML frameworks and libraries (TensorFlow, PyTorch, Keras, scikit-
• learn)
• Experience developing, deploying, and managing/monitoring models
• Knowledge of containerization technologies (e.g., Docker, Kubernetes) and
• microservices architecture
• Expertise in Object-Oriented Programming (OOP) principles and unit test-driven
• development methodologies
• Advanced experience in NLP techniques and applications
• Strong proficiency in Python programming
• Familiarity with prompt engineering approaches and best practices
• Knowledge of data structures, data modeling, and software architecture
• Strong analytical and problem-solving skills, with ability to propose innovative
• solutions and troubleshoot issues
• Ability to work independently and as part of a collaborative team in a fast-paced
• environment

Preferred Qualifications:

• Experience in any of the following:
  • Agent development
  • Data privacy
  • Fine tuning LLMs
  • LLM architecture and techniques for performance
  • MLOps
  • ML evaluation
  • Model decay and data drift detection and handling
  • Pulumi, Terraform, and/or Cloud SDKs
  • PySpark
  • Quantization
    
  • Retrieval-augmented generation (RAG) optimization
  • Security
  • Vector databases

Contact:

Virginia King

Recruiter

Mechanized AI