
Data Scientist
1 week ago
Roles and Responsibilities:
- Required to Identify, develop and implement the appropriate statistical techniques, algorithms, and Deep learning / ML Models to create new, scalable solutions that address business challenges across industry domains.
- Define, develop, maintain, and evolve data models, tools, and capabilities.
- Communicate your findings to the appropriate teams through visualizations
- Collaborate and communicate findings to diverse stakeholders
- Ability to build, train, and lead a team of data scientists.
- Follow/maintain an agile methodology for delivering on project milestones.
- Excellent oral, presentation, and written communication skills.
- Experience applying statistical ideas and methods to data sets to answer business problems.
- Mine and analyze data to drive optimization and improvement of product development, marketing techniques, and business strategies.
- Working on ML Model Containerisation.
- Testing and Monitoring ML Models.
- Creating ML Model Inference Pipeline.
- Strong Python programming Knowledge- Data Science and Advanced Concepts like Abstract Class, Function Overloading + Overriding, Inheritance, Modular Programming and Reusability
- Cloud Experience in using Azure services,
- REST API using Flask or fastapi frameworks
- Good to have - Pyspark: Spark Dataframe Operations, SQL functions API, Parallel Execution
- Good to have - Unit testing using Python pytest or Unittest
Requirements:
- 2 plus years of experience in a related position, as a data scientist building Predictive Analytics, Computer Vision, and NLP solutions for
- various types of business problems.
- Bachelor/Master/ PhD degree in Math, Computer Science, Information Systems, Machine Learning, Statistics, Applied Mathematics or related technical degree.
- Advanced knowledge of statistical techniques, machine learning algorithms, and deep learning frameworks like Tensorflow, Keras, PyTorch
- Programming background and expertise in building models using at least one of the following languages: Python, R
- Should have excellent communication skills.
- Should be self-motivated and willing to work as part of a team.
- Should be able to collaborate and coordinate with onshore and offshore teams.
- Be a problem solver and be proactive to solve the challenges that come his way.
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