AI/ML - Project Research Assistant

2 weeks ago

Mumbai, India TIH-IoT Full time

Job Description:

  • Developing and deploying predictive models to forecast future outcomes.
  • Applying machine learning algorithms and techniques to solve business problems, automate processes and optimize decision-making.
  • Statistical analysis: Utilizing statistical methods and techniques to analyze data, test hypotheses, and derive actionable insights.
  • Data Visualization: Creating visually appealing and informative data visualizations, such as charts, graphs, and dashboards, to communicate findings and insights effectively to stakeholders.
  • Research and implement appropriate ML algorithms and tools.
  • Model Deployment: Deploying machine learning models into production environments and ensuring their scalability, reliability, and performance.
  • Extend existing ML libraries and frameworks.


Minimum Qualifications and Experience:

  • B.E/B. Tech in computer or other related engineering fields with a minimum of 2-3 years of related work experience in time-series analysis, Machine learning and deep learning.
  • Exposure to develop predictive models and machine learning models.
  • Have implemented at least 2 predictive/machine learning models end to end.
  • Good strategy, Analytical, and Communication skills.


Required Expertise:

  • Hands-on experience in Python and R.
  • ML Framework – TensorFlow, Pytorch, R.
  • Deep knowledge of maths, probability, statistics, and linear algebra.
  • Understanding of data structures, and data modeling.
  • Ability to write robust code in Python.
  • Hands-on experience with NumPy, Pandas, MatplotLib, Seaborn, and Scikit-Learn Libraries.
  • Familiarity with machine learning frameworks like Keras, TensorFlow, and Pytorch.
  • Hands-on experience training a deep learning model, and hyperparameter tuning.
  • Knowledge of model optimization, TfLite, Onnx.
  • Paper publication in the field of analytics / AI is a plus.
  • Experience in Azure ML is a plus.
  • Knowledge of R language is a plus.

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