Job Role : Data Scientist
Experience : 8 to 15 Years
Location : Bengaluru, Hyderabad, Chennai, Mumbai
Must Have :
- Programming Skills knowledge of statistical programming languages like R, Python, and database query languages like SQL, Hive, Pig is desirable. Familiarity with Scala, Java, or C++ is an added advantage.
- Statistics Good applied statistical skills, including knowledge of statistical tests, distributions, regression, maximum likelihood estimators, etc. Proficiency in statistics is essential for data-driven companies.
- Machine Learning good knowledge of machine learning methods like k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests.
- Deep Learning: CNN , RNN, LSTMs, GAN, VAEs etc.,
- Strong Math Skills (Multivariable Calculus and Linear Algebra) - understanding the fundamentals of Multivariable Calculus and Linear Algebra is important as they form the basis of a lot of predictive performance or algorithm optimization techniques.
- Data Wrangling proficiency in handling imperfections in data is an important aspect of a data scientist job description.
- Experience with Data Visualization Tools like matplotlib, ggplot, d3.js., Tableau that help to visually encode data
- Preferred Experience with machine learning and GenAI algorithms such as large language models
- Prior experience working with Python or other programming languages.
- 1+ years of experience with cloud native engineering, AWS, Azure, Google
