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Senior Data Scientist

1 month ago

Bengaluru, Karnataka, India Shadowfax Technologies Pvt Ltd Full time
Senior Data Scientist/Data Scientist-II

At Shadowfax Technologies Pvt Ltd, we are seeking a highly skilled Senior Data Scientist/Data Scientist-II to join our team. As a key member of our data science team, you will be responsible for developing and deploying machine learning models to drive business growth and improve customer experience.

Key Responsibilities:
  • Develop and deploy machine learning models to solve complex business problems
  • Collaborate with cross-functional teams to integrate AI model improvements based on insights from production data
  • Design and implement infrastructure for orchestrating end-to-end machine learning lifecycles
  • Explore and evaluate novel algorithms for assessment and forecasting signals
  • Continuously improve and refine models and algorithms to ensure their relevance and accuracy in changing market conditions
Requirements:
  • 2+ years of professional experience as a Data Scientist
  • Strong Python coding skills including using ML frameworks like TensorFlow & PyTorch and strong working knowledge of MySQL
  • Experience working in cloud technologies GCP, GCS, BigQuery, Vertex AI Workbench and Pipelines and Vector Search
  • Experience working in large-scale text data for semantic similarity and various NLP-based solutions is highly appreciated
  • Experience in using GitHub/Bitbucket for code version control and collaboration
  • Should have worked on AI-based projects end-to-end
  • Worked on creating Model end-to-end pipelines [processing, training, benchmarking, deployment]
  • Should have worked on unstructured data algorithms like clustering, dimensionality reduction, etc.
  • Good hold of fundamentals in Deep Learning and Machine Learning
  • Excellent problem-solving and analytical skills
  • Excellent communication abilities to work with stakeholders and researchers successfully
Good to Have:
  • Model GPU training and GPU optimizations through TensorRT, onxx, etc.
  • Workflow orchestration/Experiment tracking platforms like Prefect, MLLFlow, Kubeflow Pipelines, etc.
  • Computer Vision algorithms like object detection, Image Classification, Image segmentation, etc.
  • LLM is good to have.
  • Knowledge of Docker files is good to have