Artificial Intelligence Researcher

3 weeks ago

Bengaluru, India Rakuten India Full time

AI Researcher

Job Description: We are seeking a highly skilled and experienced AI Research Engineer to join us in building next generation Cognitive AI systems. The ideal candidate should have a robust background in developing AI products, utilizing machine learning algorithms, and engineering them to scale effectively. The role involves building AI algorithms starting from data pre-processing to model development and deployment.


Responsibilities:

  • Conduct advanced research in artificial intelligence and machine learning.
  • Develop and implement novel AI algorithms and models.
  • Collaborate with cross-functional teams to design and evaluate AI systems.
  • Publish research findings in top-tier conferences and journals.
  • Stay current with the latest advancements in AI and related fields.
  • Mentor and guide junior researchers and interns.
  • Participate in the development of new AI-based products and services.
  • Analyze and interpret complex data sets to derive actionable insights.
  • Present research findings to internal and external stakeholders.
  • Contribute to the development of AI research strategies and roadmaps.
  • Identify and address ethical and societal implications of AI technologies.
  • Develop and maintain research documentation and code repositories.
  • Collaborate with academic and industry partners on joint research projects.
  • Secure funding for research projects through grant proposals and partnerships.
  • Evaluate and integrate new AI tools and technologies into existing workflows.


Requirements:

  • Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
  • Strong background in AI, machine learning, and data science.
  • Proven track record of conducting innovative research in AI.
  • Master's degree in Computer Science, Statistics, Mathematics, or related field.
  • 5 to 8 years of professional experience in Python development, data science, and machine learning.
  • Understanding of the generative ai algorithms: Transformers, Temporal Fusion Transformers, and its interpretability
  • Strong proficiency in Python programming and relevant libraries/modules (NumPy, Pandas, SciPy, etc.)
  • Experience with classification, regression, and forecasting algorithms, along with pre and post-processing techniques
  • Proficiency in deep learning models using PyTorch, TensorFlow, or similar frameworks.
  • Solid understanding of basic statistics and hypothesis testing
  • Excellent communication and presentation skills
  • Strong publication record in top-tier conferences and journals.
  • Ability to work effectively both independently and as part of a team.
  • Excellent communication and presentation skills.
  • Experience with data analysis and visualization tools.
  • Knowledge of statistical methods and techniques.
  • Ability to manage multiple projects and priorities simultaneously.
  • Strong attention to detail and commitment to quality.
  • Experience with cloud computing platforms such as AWS, Azure, or Google Cloud.
  • Understanding of ethical and societal implications of AI technologies.

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