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Senior Scientist/NLP/Machine Learning/Data Mining Professional

Location Bangalore, India
Posted 10-September-2021
Description

Major responsibilities:

- Use statistics, NLP and machine learning techniques to create scalable solutions for business problems

- Analyze and extract relevant information from large amounts of both structured and unstructured data to help automate and optimize key processes

- Design, experiment and evaluate highly innovative models for predictive learning

- Work closely with software engineering teams to drive real-time model experiments, implementations and new feature creations

- Work closely with operations staff to optimize various business operations

- Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation

- Track general business activity and provide clear, compelling management reporting on a regular basis

- Research and implement novel machine learning and statistical approaches

Basic Qualifications:

- A MS in CS Machine Learning/NLP, Statistics, Operational Research or in a highly quantitative field

- 3+ years of hands-on experience in predictive modeling and large data analysis

- 3+ years of experience using R/SAS and SQL in a Linux/UNIX environment

- 3+ years of experience with Python

- Strong communication and data presentation skills

- Strong problem solving ability

Preferred Qualifications:

- A PhD in CS Machine Learning/NLP, Statistics, Operational Research or in a highly quantitative field

- 5+ years of industry experience in predictive modeling and large data analysis

- Strong skills with Python and Java/C++

- 1+ year distributed programming experience

Machine Learning Scientist

Major responsibilities:

- Use machine learning, data mining and statistical techniques to create new, scalable solutions for business problems

- Analyze and extract relevant information from large amounts of Amazons historical business data to help automate and optimize key processes

- Design, develop and evaluate highly innovative models for predictive learning

- Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation

- Research and implement novel machine learning and statistical approaches

Basic Qualifications

- An MS/PhD in CS, Machine Learning, Operational research, Statistics or in a highly quantitative field. PhD strongly preferred.

- Industrial experience in predictive modeling and analysis, predictive software development

- Strong Problem solving ability

- Good skills with Java or C++, Perl/Python (or similar scripting language)

- Experience in using R, Matlab, or any other statistical software

- Experience in mentoring junior team members, and guiding them on machine learning and data modeling applications

- Strong communication and data presentation skills

Preferred Qualifications :

- 2-10 years of industrial experience in predictive modeling and analysis, predictive software development

- Experience handling gigabyte and terabyte size datasets

- Experience working with retail or e-commerce data

- Experience working with distributed systems and grid computing

- Publications or presentation in recognized Machine Learning and Data Mining journals/conferences

 
Awards & Accolades for MyTechLogy
Winner of
REDHERRING
Top 100 Asia
Finalist at SiTF Awards 2014 under the category Best Social & Community Product
Finalist at HR Vendor of the Year 2015 Awards under the category Best Learning Management System
Finalist at HR Vendor of the Year 2015 Awards under the category Best Talent Management Software
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