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Data Science / ML Engineer

Data Science / ML Engineer

ConfidentialChennai
19 days ago
Job description

Key Responsibilities :

  • Comprehend business issues :  Propose valuable business solutions using statistical and AI / ML models.
  • Model Design :  Design statistical models and machine learning / deep learning models to address complex business challenges.
  • Model Deployment :  Develop and deploy ML / DL models into production environments.
  • Data Insights :  Formulate available data sources, augment them, and extract valuable insights using SQL and efficient query writing techniques.
  • Data Visualization :  Create innovative data visualizations and graphs using tools like d3js, dashplotly, and neo4j.
  • Integration :  Ensure seamless integration of AI / ML models into business processes using cloud platforms like AWS or Azure.
  • Cross-Functional Collaboration :  Work closely with cross-functional teams, translating business needs into actionable AI solutions.
  • Agile Participation :  Participate in agile project delivery, ensuring the timely execution of deliverables.

Required Technical Skills :

  • Python Programming :  Proficient in Python programming.
  • Statistical Knowledge :  Practical knowledge of Statistics and Operations Research methods.
  • Frameworks and Tools :  Hands-on experience with frameworks and tools such as Flask, PySpark, PyTorch, TensorFlow, Keras, Databricks, OpenCV, Pillow / PIL, Streamlit, and neo4j.
  • Analytics / AI-ML Services :  Expertise in Analytics / AI-ML AWS services, including SageMaker, Canvas, Bedrock.
  • Predictive Modeling :  Strong understanding of predictive modeling techniques like regression models, XGBoost, random forests, GBM, Neural Nets, SVM, etc.
  • NLP Techniques :  Proficient in NLP techniques like RNN, LSTM, and Attention-based models, with knowledge of Stanford NLP, IBM, Azure, and OpenAI NLP models.
  • MLOps :  Experience in MLOps : deploying models into production on AWS or Azure cloud platforms.
  • Version Control :  Working knowledge of version control tools such as GitHub and Bitbucket.
  • Soft Skills :

  • Analytical Abilities :  Strong analytical and problem-solving abilities.
  • Communication Skills :  Excellent communication, listening, and probing skills.
  • Interpersonal Skills :  Strong interpersonal skills, with the ability to collaborate and work effectively within a team.
  • Good to Have :

  • AWS Specialty Certification in Data Analytics or Machine Learning.
  • Skills Required

    Python, Pyspark, Pytorch, Databricks, Keras, Statistical Knowledge, Tensorflow, Artificial Intelligence and Machine Learning, Data Science

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