Data Scientist
- Cradlepoint
- 4 - 6 years
- Bengaluru
- 9 months ago
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Job Description
- Develop scientific methods, processes, and systems to extract knowledge or insights to drive the future of applied analytics.
- Mine and analyze data from company databases to drive optimization and improvement of product development and business strategies.
- Assess the effectiveness of new data sources and data gathering techniques. Develop custom data models and algorithms to apply to data sets.
- Use Generative AI and predictive modeling to enhance customer experiences, revenue generation and other business outcomes.
You must have
- Solid understanding in Statistics, e.g., hypothesis formulation, hypothesis testing, descriptive analysis and data exploration.
- Ability to perform EDA and visualize the data.
- Aptitude and skills in Machine Learning, e.g., Natural Language Processing, Bayesian model, Deep Learning, and Large Language Models.
- Strong programming skills in Python, SQL. Strong understanding of DSA.
- Strong ambition to learn and implement current state of the art machine learning frameworks such as Scikit-Learn, TensorFlow, PyTorch and Spark.
- Familiarity with Linux/OS X command line, version control software (git), and general software development.
- Familiarity with APIs
- Experience in programming or scripting to enable ETL development.
- Familiarity with relational databases and Cloud (AWS).
- Understanding of Reinforcement Learning and Causal Inference will be preferred.
Qualifications
- B.Tech or B.E. or M.Tech or MS in Computer Science / Masters in Mathematics / Statistics from a premium institute
- Minimum 4 - 6 years of experience in relevant role
Job Classification
Industry: Software ProductFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: CradlepointLocation(s): Bengaluru
Keyskills: Wireless Computer science Networking Linux WAN Machine learning Predictive modeling Analytics SQL Python
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