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Jero.works

AI/ML Engineer - Generative AI

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Job Description

Description

  • Design, develop, and deploy AI/ML models for production environments.
  • Work on NLP, Transformers, and LLM fine-tuning.
  • Implement vector database-based retrieval systems.
  • Develop scalable AI-powered APIs and optimize performance.
  • Work extensively with Python libraries including NumPy, Pandas, and Scikit-Learn.
  • Build and train deep learning models using TensorFlow or PyTorch.
  • Design and maintain advanced MongoDB schemas and optimize queries.
  • Implement MLOps best practices including :
  • Model versioning
  • Monitoring
  • Logging
  • Retraining pipelines
  • Containerize and deploy applications using Docker.
  • Orchestrate workloads using Kubernetes.
  • Work with distributed processing frameworks.
  • Conduct code reviews and mentor junior developers.

Primary Skills (Mandatory)

  • Strong experience in Python (NumPy, Pandas, Scikit-Learn)
  • Hands-on with TensorFlow or PyTorch
  • Experience with LLM fine-tuning and Transformers
  • Practical exposure to vector databases
  • Strong knowledge of MongoDB (advanced usage)
  • Experience with MLOps lifecycle management
  • API development with scalability and performance tuning
  • Hands-on experience with Docker & Kubernetes
  • Experience in distributed system design

(ref:hirist.tech)

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About Company

Job ID: 143955857