Data Scientist

3 days ago

Bengaluru, India LTIMindtree Full time

**Roles & Responsibilities**:

- Create an industry-changing product from scratch without any technology constraints
- Design, develop and implement advanced data-driven approaches including NLP, machine learning algorithms, text mining, etc.
- Design, develop and implement R&D and pre-product prototype solutions
- Selecting features, building and optimizing classifiers using machine learning techniques
- Data mining using state-of-the-art methods
- Processing, cleansing, and verifying the integrity of data used for analysis
- Doing ad-hoc analysis and presenting results in a clear manner.

**Skills**:

- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.
- Experience in neural networks, regression, classification, and clustering
- Experience of handling various data types and structures: structured and unstructured data, validating and cleaning data, and measuring evaluation
- Proficiency in programming languages like Python/C/C++/Java
- Experience with common data science toolkits, such as Pandas, Jupyter, Spark etc. Excellence in at least one of these is highly desirable
- Experience with data visualization tools, such as D3.js, GGplot, etc.
- Experience with relational databases and proficiency in using query languages such as SQL.
- Good to have experience with NoSQL databases, such as MongoDB, Elasticsearch, etc
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Good problem-solving skills
- Data-oriented personality
- Great communication skills.

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