Germane Analytics Pvt Ltd

Data Scientist

Data Scientist
Job Location:  Bangalore
Job Description:  SkillSet: machine learning, python, data analysis, sql, analytics.
GA- DS- 2017- 01 8 Years - 10 Years Welcome To Germane Analytics Pvt Ltd Job Code: GA- DS- 2017- 01 Responsibilities: 1. Work with clients to identify opportunities for leveraging company data to drive business solutions.
2. Mine and analyze data from company databases, live feeds, third pary sources etc to drive optimization and improvement of product development, marketing techniques and business strategies.
3. Assess the effectiveness and accuracy of new data sources and data gathering techniques.
4. Develop custom data models and algorithms to apply to data sets.
5. Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
6. Develop company A/ B testing framework and test model quality.
7. Coordinate with different functional teams to implement models and monitor outcomes.
8. Develop processes and tools to monitor and analyze model performance and data accuracy.
Primary Skills: 1. Strong problem solving skills with an emphasis on product development.
2. Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
3. Experience working with and creating data architectures.
4. Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real- world advantages/ drawbacks.
5. Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
6. Excellent written and verbal communication skills for coordinating across teams.
7. A drive to learn and master new technologies and techniques.
Were looking for someone with experience in manipulating data sets and building statistical models, and is familiar with the following software/ tools:
a. Knowledge and experience in statistical and data mining techniques: GLM/ Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
b. Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.
c. Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
d. Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
e. Experience analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.
f. Experience with distributed data/ computing tools: Map/ Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
g. Experience visualizing/ presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
Secondary Skills: a. Coding knowledge and experience with several languages: C, C++, Java, JavaScript, etc.
b. Experience in multiple industry verticals will be an added advantage.
Soft Skills: a. Must be good at Client interaction skills.
b. Excellent oral and written communication skills.
Educational Background: Must have Masters or PHD in Statistics, Mathema Experience Range: 8 Years - 10 Years Number of Positions: 2 Timeline: Immediate Location: Bangalore, India Travel Needs: Occasional Travel to Client Locations.
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Functional Area:  General / Other Software,Statistics / Analytics
Experience:  8 - 13 years
Qualification:  ("Computers in B.Tech/B.E") OR ("10+2 or Below in any field")
Salary:  10 Lakh to 18 Lakh INR
Germane Analytics Pvt Ltd
Job Ad publication date: 20 Nov 2020