Machine Learning Engineer

hace 4 semanas


Colombia Mechanized AI A tiempo completo

Job Title: Machine Learning Engineer

Job Summary:

We are seeking an experienced Machine Learning Engineer to join our team at Mechanized AI. As a key member of our team, you will contribute to building and enhancing our AI platform and AI-enabled products.

Key Responsibilities:

  • Design and develop machine learning systems
  • Research and implement appropriate machine learning algorithms and tools
  • Select and prepare datasets and data representation methods
  • Run machine learning tests and experiments
  • Perform statistical analysis and fine-tuning using test results
  • Train and retrain systems when necessary
  • Extend existing machine learning libraries and frameworks
  • Stay current with emerging technologies and machine learning best practices

Requirements:

  • 4+ years of machine learning experience at a start-up or larger enterprise
  • 6+ months of experience with Large Language Models (LLMs) and Generative AI (GenAI) applications
  • Client delivery experience
  • Effective written and oral communications skills (C1/C2 level English required)
  • Bachelor's degree in computer science, software engineering, or related field
  • Experience with cloud environments (e.g., AWS, Azure, GCP)
  • Experience with machine learning 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

Preferred Qualifications:

  • Experience in agent development, data privacy, fine-tuning LLMs, LLM architecture, MLOps, ML evaluation, model decay, Pulumi, Terraform, Cloud SDKs, PySpark, quantization, retrieval-augmented generation, security, and vector databases

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