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Senior Manager at T D Newton & Associates
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Data Scientist - Machine Learning - Captive Unit (2-10 yrs)
Job Location: Bangalore
Role Outline/Job Summary
The role is based at Global Decision Management - Business Unit, Bengaluru, and reports to the VP/SVP leading the team.
The key requirement for the role is to be an integral part of the Data Science team in the development of the next generation analytics capabilities across - Machine Learning Pattern recognition (Text/Speech Analytics), Social Media, NPS and Survey Analytics to address key business requirements for Citi. The role operates across markets in the area of machine learning, Big Data, Unstructured data and other advanced analytics. The role also provides an opportunity to build a lasting career with mobility options across businesses and geography with a competitive compensation package
Requirements
- We are looking for outstanding, committed, inquisitive and self-driven professionals with hands-on experience in machine learning and big data.
- We are looking for individuals who can provide technical leadership and subject matter expertise on next-generation analytics capabilities across Big Data, Machine Learning, Pattern recognition, Social Media, NPS and Survey Analytics.
- We are looking at individuals with project execution abilities and experience in leading and mentoring high-quality project teams - to align and deliver on business priorities
Qualifications
- Master's degree or Ph.D. in Mathematics, Operational Research, Business Administration, Economics from a Premier Institute
- In-depth hands-on exposure to data sciences, Machine learning and Big data with experience in developing and deploying solutions in this space
Exposure to the following
- Big Data/HADOOP - HIVE/PIG, Spark/Scala
- Pattern Mining/Detection - Ability to handle large, unstructured and time-varying data
- Strong Programming Capability on Python/R and Java/MapR. Ability to use packages in Python/R.
- Expertise in Deep Learning and Neural Networks, Graphs/Bayesian algorithms
- Expertise in Machine learning Classifiers - Bagging and Boosting learners
- Text Analytics - Ability to synthesize unstructured data and find actionable themes/insights - deep expertise in SPSS/Related Tools.
- Strong problem-solving skills.
- Experience in mentoring/managing junior team members and guiding them on machine learning and data modeling applications
Anshu Mittal
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