Machine Learning Engineer

Innova software Services Inc

  • NULL, DE
  • 6 days ago
  • Remote

    Highlights

    GenAI & LLM Prompt engineering, RAG (Retrieval-Augmented Generation), fine-tuning, embeddings. - Design & implement agentic AI workflows for autonomous decision-making & multi-step reasoning.

    Numbers & Facts

    LocationNULL, DE (
    Remote
    )

    Description

    Role: Machine Learning Engineer - Computer Vision, LLM & GenAI

    Location: Remote

    Duration: Long term contract

    Core Responsibilities


    Model Development & GenAI
    - Build & deploy computer vision models for image classification, object detection, segmentation
    - Develop LLM-based solutions for text analysis, content generation, information extraction
    - Design & implement agentic AI workflows for autonomous decision-making & multi-step reasoning
    - Prompt engineering & optimization for domain-specific LLM tasks
    - Implement core ML algorithms with full understanding (not just library usage)
    - Fine-tune foundation models for specialized use cases

    Algorithm & Model Expertise
    - Deep understanding of ML algorithms (supervised, unsupervised, reinforcement learning)
    - Model evaluation, validation, and performance optimization
    - Hyperparameter tuning and experimentation frameworks
    - Bias detection and model fairness assessment

    MLOps & Cloud-Native Development
    - Deploy models to production across AWS & GCP ecosystems
    - Implement model versioning, A/B testing, performance tracking
    - Ensure model governance, reproducibility & compliance
    - Optimize cloud infrastructure for cost efficiency

    Required Skills

    Technical (Must-Have)
    - Python (pandas, scikit-learn, PyTorch/TensorFlow, OpenCV)
    - Computer Vision Image classification, object detection, segmentation, feature extraction
    - GenAI & LLM Prompt engineering, RAG (Retrieval-Augmented Generation), fine-tuning, embeddings
    - Agentic AI:Multi-step reasoning, tool use, agent frameworks (LangChain, AutoGen, CrewAI)
    - ML algorithms from scratch (not just library usage)
    - Statistical analysis & experimental design

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