Gen AI Engineer - Data Scientist

Overview

On Site
$60,000 - $80,000
Full Time

Skills

Python
ML & AI
Data Science
Tensor Flow
NLP
DSA
Model Deployment
Prompt Engineering
RAG

Job Details

Key Skills for a GenAI Engineer:
    • Programming Proficiency:
      Expertise in languages like Python, which is widely used in AI and deep learning, is essential.
  • Machine Learning and Deep Learning:
    Understanding various machine learning algorithms and deep learning frameworks (e.g., TensorFlow, PyTorch) is crucial.
  • Generative Models:
    Knowledge of generative models like GANs, VAEs, and transformer models is important for building and fine-tuning GenAI systems.
  • Mathematical and Statistical Skills:
    A strong foundation in linear algebra, calculus, probability, and statistics is necessary for understanding and applying machine learning techniques.
  • Natural Language Processing (NLP):
    Familiarity with language models, NLP techniques, and text generation is crucial for working with text-based GenAI applications.
  • Data Engineering:
    Skills in data preprocessing, data storage, and working with large datasets are essential for building and training GenAI models.
  • Model Deployment and Scaling:
    Experience in deploying and scaling AI models, ensuring they are efficient and performant, is important.
  • Prompt Engineering:
    Understanding how to effectively craft prompts to guide GenAI models and achieve desired outcomes is a valuable skill.
  • Soft Skills:
    Effective communication, collaboration, and problem-solving skills are also important for working with cross-functional teams and stakeholders.
  • Domain Knowledge:
    Familiarity with the specific industry or application area where GenAI is being used can provide valuable insights for model development.
  • Ethics and Bias:
    Understanding the ethical implications of GenAI and how to mitigate bias in models is becoming increasingly important.
  • RAG and AI Agents:
    Knowledge of Retrieval-Augmented Generation (RAG) and AI agents can further enhance GenAI applications.
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