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Data Scientist

Data Scientist

EdgeVerveBangalore
19 days ago
Job description

About the Role :

Seeking a highly skilled and innovative Software Engineer to join our dynamic team. The ideal candidate will be passionate about solving complex problems related to data, labeling, and accuracy, and will play a crucial role in enhancing the performance of our platform. This role requires a deep understanding of data science principles, strong analytical skills, and the ability to develop and implement cutting-edge solutions, with a particular focus on Python.

Key Responsibilities :

1. Innovate in Data Science :

  • Develop and implement innovative solutions to address complex data-related challenges using Python.
  • Explore and apply advanced data science techniques to improve data labeling and Problem Solving :
  • Identify and solve big problems related to data processing, management, and analysis.
  • Collaborate with cross-functional teams to understand and address data-related Performance Improvement :
  • Analyze and optimize the performance of our data platform.
  • Implement strategies to enhance the efficiency and scalability of data processing workflows using Collaboration and Communication :
  • Work closely with data scientists, engineers, and other stakeholders to ensure seamless integration of data solutions.
  • Communicate complex technical concepts to non-technical stakeholders Continuous Learning :
  • Stay updated with the latest trends and advancements in data science and related technologies.
  • Participate in knowledge-sharing sessions and contribute to the continuous improvement of the Degree : BS, Master's in Computer Science, Data Science, Statistics, or related Skills : Proficiency in Python, Go, or similar programming Handling : Experience with large-scale data processing and Learning Frameworks : Proficiency with TensorFlow, PyTorch, Keras, or similar Skills : Strong ability to communicate technical concepts to non-technical Skills for Each Area would be a plus :
  • Model Training : Skills in training and fine-tuning transformer models.
  • Architecture Understanding : Deep understanding of transformer architecture and its variants.
  • Prompt Engineering
  • Creative Problem-Solving : Ability to design effective prompts for various AI models.
  • Model Interaction : Experience in interacting with models like GPT-3 for specific Bias and Risks :
  • Ethical AI : Knowledge of ethical considerations and bias in AI.
  • Risk Assessment : Ability to assess and mitigate risks in AI systems.

Vision :

  • Image Processing : Experience with image recognition, object detection, and computer vision techniques.
  • Deep Learning for Vision : Familiarity with CNNs, GANs, and other neural network architectures for image processing.
  • Natural Language Processing (NLP) :

  • Language Models : Experience with modern NLP techniques and language models (e.g., BERT, GPT).
  • Text Processing : Skills in text mining, text classification, sentiment analysis.
  • NLP Libraries : Proficiency in NLP libraries like NLTK, SpaCy, Hugging Face Transformers.
  • ref : hirist.tech)

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