Data Scientist - Machine Learning

Designation : Data Scientist Location : Mohali Essential Job Duties and Responsibilities : - Selecting features, building, and optimizing classifiers using machine learning techniques. - Data mining using state-of-the-art methods. - Using NLP to extract information from unstructured text. - Processing, cleansing, and verifying data integrity used for analysis. - Doing ad-hoc analysis and presenting results in a user-friendly way. - Creating automated anomaly detection systems and constant tracking of their performance. - Extending the companys data with third-party sources of information when needed. - Create technical documentation for code, architecture, and application function. - Ability to work on multiple projects in parallel to meet the companys needs. - Flexible to work on different sets of technologies as and when required. - Positive, upbeat personality. Qualification and Experience : Bachelors or masters degree in data science or related field. Minimum three years of relevant experience. Knowledge, Skills and Abilities : - Excellent understanding of machine learning techniques and algorithms, such as kNN, Naive Bayes, SVM, Decision Forests, etc. - Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc. - Excellence in at least one of these is highly desirable. - Experience with data visualization tools like D3.js, GGplot, etc. - Proficiency in using query languages such as SQL. - Experience with NoSQL databases, such as MongoDB, Cassandra, HBase. - Good, applied statistics skills, such as distributions, statistical testing, regression, etc. - Good scripting and programming skills. - Excellent communication and interpersonal skills. - Ability to lead in a high-pressure, fast paced and changing environment to ensure objectives are met in a timely manner and achieved within utmost quality. - Strong analytical and problem-solving skills. - Ability to create insightful and progressive functional multi-year strategy. Designation : Data Scientist Location : Mohali Essential Job Duties and Responsibilities : - Selecting features, building, and optimizing classifiers using machine learning techniques. - Data mining using state-of-the-art methods. - Using NLP to extract information from unstructured text. - Processing, cleansing, and verifying data integrity used for analysis. - Doing ad-hoc analysis and presenting results in a user-friendly way. - Creating automated anomaly detection systems and constant tracking of their performance. - Extending the companys data with third-party sources of information when needed. - Create technical documentation for code, architecture, and application function. - Ability to work on multiple projects in parallel to meet the companys needs. - Flexible to work on different sets of technologies as and when required. - Positive, upbeat personality. Qualification and Experience : Bachelors or masters degree in data science or related field. Minimum three years of relevant experience. Knowledge, Skills and Abilities : - Excellent understanding of machine learning techniques and algorithms, such as kNN, Naive Bayes, SVM, Decision Forests, etc. - Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc. - Excellence in at least one of these is highly desirable. - Experience with data visualization tools like D3.js, GGplot, etc. - Proficiency in using query languages such as SQL. - Experience with NoSQL databases, such as MongoDB, Cassandra, HBase. - Good, applied statistics skills, such as distributions, statistical testing, regression, etc. - Good scripting and programming skills. - Excellent communication and interpersonal skills. - Ability to lead in a high-pressure, fast paced and changing environment to ensure objectives are met in a timely manner and achieved within utmost quality. - Strong analytical and problem-solving skills. - Ability to create insightful and progressive functional multi-year strategy.