Senior Data Scientist

1 month ago

PuneBangalore, India ElementSkill Full time
Job Overview

We are seeking a highly skilled and experienced Senior Data Scientist who possesses a robust understanding of both traditional machine learning methodologies and innovative Generative AI techniques. This role is crucial for leveraging data to drive business decisions and enhance operational efficiencies.

Key Responsibilities
  • Design and develop scalable architectures for AI/ML models to handle varying data volumes and complexity while maintaining performance.
  • Lead AI/ML initiatives and drive innovation through the power of data and artificial intelligence.
  • Collaborate with cross-functional teams to integrate data-driven insights into business strategies.
  • Develop and maintain machine learning models using Python and popular frameworks such as TensorFlow and PyTorch.
  • Work with data engineering pipelines and big data technologies to ensure seamless data flow and processing.
Requirements
  • Proven experience in traditional machine learning techniques, including regression, classification, decision trees, and ensemble methods.
  • Strong grasp of Generative AI models, such as GPT, BERT, Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs).
  • Proficiency in MLOps tools and frameworks, such as MLflow, Kubeflow, Apache Airflow, and TensorFlow Extended.
  • Experience with cloud platforms such as AWS, Google Cloud Platform (GCP), and Microsoft Azure for deploying machine learning models.
  • Strong programming skills in Python and experience using machine learning and deep learning frameworks.
Preferred Qualifications
  • Bachelor's or Master's degree in Computer Science, Data Science, Mathematics, or a related field.
  • Minimum 3+ years of experience working on machine learning projects, particularly with traditional ML methods.
  • Familiarity with business problem-solving techniques and the ability to create impactful insights through data analytics.
  • Cloud platform familiarity and experience with deploying solutions in a cloud environment.
What We Offer

As a Senior Data Scientist at ElementSkill, you will have the opportunity to work on cutting-edge AI/ML projects, collaborate with a talented team of data scientists and engineers, and contribute to the development of innovative data-driven solutions.

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