Assistant Manager /Manager - Data Science /Data Scientist
The Purpose of This Role :
- This role involves working with senior stakeholders in understanding and identifying the business requirements and needs in the areas of Big Data Analytics and Artificial Intelligence.
- Scanning the fast paced external and internal environments in these areas, developing futuristic ideas that would benefit the firm and leading implementation of mathematical/AI models/algorithms/solutions to bring those ideas to life.
- Specific experience in AI areas like deep learning, genetic algorithms will be an advantage.
- Individual in this role is expected to work with multiple stakeholders and teams, have excellent knowledge and experience of recent developments and work in a self-directed manner in ambiguously defined need areas.
The Value You Deliver :
- Manage and guide data science and data engineering elements of AI projects
- Set a strategic direction for data identification, collection and qualification activities
- Lead data analysis for multiple projects with diverse scope and complex business and technical challenges across several business units and functions
- Develop best practices for data science, considering the full analytical lifecycle
- Develop guidelines for the evaluation of new analytical tools and platforms
The Skills that are Key to this role :
Technical / Behavioral :
- The candidate should possess extensive knowledge of and experience in applying statistics, data mining, machine learning and deep learning techniques in a professional context
- Candidate should be expert in handling various data types and structures: structured, unstructured, voice, image and video data, static versus streaming data.
- Extensive prior experience in integrating data, profiling, validating and cleansing data in Big Data platforms is a must.
- Should have extensive experience with relational, NO-SQL and Graph databases.
- High level of proficiency in statistical tools, programming environments like Python, Big Data platforms like Spark and cloud platforms like AWS is a must.
- Must possess good programming languages skill in Python/Java/C/C++
- Exposure to Deep Learning applications and tools like TensorFlow, Theano, Torch, Caffe is preferred.
- Have the ability to discover new opportunities where analytical techniques can be leveraged for solving business problems.
- Relevant experience with organizations known for cutting edge/ best-in-class applications of Advanced Analytics, Predictive Modelling, NLP/NLU, Computer Vision and Artificial Intelligence.
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