Data Scientists (AI/ML)
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Responsibilities
- Create machine learning solutions, including artificial intelligence, for a diverse set of problems. Main area of work involves anamoly detection from performance data of telcom network elements.
- Employ structured approaches to leveraging large data sets to uncover new insights and devise ways to detect and heal the mal-functioning systems.
- Drive acquisition of new data sources from System test, Service teams and customers.
- Choose approrpiate ML Algorithms for the given problem domain.
- Curate the data and arrive at data sets to train the ML algorithms.
- Continuously monitor the performance of teh deployed AI/ML solution and fine tune the system.
- Master’s in a quantitative field desirable.
- Experience in delivering insights and capabilities through data science, AI or machine learning techniques
- Experience with a numerical programming language such as Python, R, Matlab, or similar
- Familiarity with SQL or CQL or similar.
- Comfort manipulating and analyzing complex data sets to arrive at models.
- Ability to document and communicate complex quantitative analysis in a clear, precise, and actionable manner
- Good oral and written communication skills.
- Team player with proven ability to work in diverse team environment.
- Experience working with Tensorflow, caffe2 or similar.
- Experience with cloud based architectures such as Azure or AWS and use of MLaaS environment.
