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Machine Learning Engineer Job Opportunity

1 week ago

Klang, Selangor, Malaysia Joget, Inc. Full time

Job Description

We are seeking an experienced software engineer to join our team as an AI software engineer. In this role, you will be responsible for developing AI features that enhance user experiences, designing and training machine learning models and algorithms, and deploying features for our products.

Key Responsibilities

  1. AI Feature Development: Identify opportunities where AI can add value and enhance user experiences, and develop AI features aligned with the overall product and business strategy.
  2. Machine Learning Model Design: Design, develop and train machine learning models and algorithms that power AI features, ensuring data quality, integrity, and compliance with privacy regulations.
  3. Feature Deployment: Design, code, test and deploy features for our products, including conducting R&D and having fun with POCs.
  4. User Support: Support users and customers in solving issues faced when using our products, documenting and contributing learning materials to help users and customers.

Requirements

  • Python Skills: Hands-on experience with Large Foundation Models (LFMs) (e.g., GPT, BERT, Whisper), familiarity with Retrieval-Augmented Generation (RAG) frameworks, proficiency in FastAPI for building scalable applications, experience with databases like MongoDB and PostgreSQL.
  • AI/ML Development Stack: Familiarity with OpenAI, Anthropic, or other LLM APIs, knowledge of prompt engineering, experience with embedding models and fine-tuning, understanding of evaluation metrics and model performance optimization.
  • MLOps & Development Tools: Experience with Docker and containerization, familiarity with Git and version control, knowledge of MLflow or similar ML experiment tracking tools, experience with model deployment and serving (e.g., BentoML, TorchServe, vLLM).
  • Infrastructure & Monitoring: Experience with cloud platforms (AWS, GCP, or Azure), knowledge of model monitoring and observability tools, understanding of cost optimization for AI/ML deployments, familiarity with API security best practices.

Additional Requirements

  • Experience Level: 2 - 6 Years of Experience
  • Career Level: Junior Executive
  • Job Specialisation: Computer Engineering