Responsibilities
î Design, build, and maintain efficient, reusable, and reliable Python code that adheres to specifications
î Document as per organization guidelines and standards
î Integrate with other systems or applications using appropriate mechanisms
î Improve functionality of existing systems.
î Coordinate with internal teams to understand user requirements and provide technical solutions.
î Actively participate in design discussions involving business requirements
î Learn “on the job” to take up independent assignments
î Provide visibility on progress of work on a periodic basis
î Provide meaningful estimate of assigned work with appropriate justification
Skillset Required / Mandatory
î Extensive knowledge of Python (v3 or above)with usage in minimum 2 projects
î Good understanding of statistical concepts like correlation, data distribution, outlier removal techniques, gap filling techniques, MAPE, normalization, and standardization
î Extensive knowledge of Machine Learning (ML), specifically
o ML algorithms like XGBoost & Random Forest
o Performance metrics for Regression & Classification problems
o Training & Testing, Principal Component Analysis (PCA) & Cross Validation
î In-depth understanding of Time Series Analysis, the data involved & statistical forecasting algorithms such as ARIMA
î Basic understanding of version control with knowledge of any one of: SVN, VSS, CVS, TFS / GitHub
Preferable / Nice to have
î Deep Learning / Neural Networks
î Natural Language Processing (NLP)
î Sentiment Analysis
î Knowledge of libraries / frameworks like numpy, SciKit and Excel related libraries
î Experience in any of the Agile methodologies like Scrum, Kanban, XP or Iterative
î Basic knowledge of SQL, using any RDBMS like MS SQL, MySQL, PostgreSQL, etc.
Qualifications
Bachelor’s degree in Engg or equivalent
Minimum 2 years of experience working in software development projects
Job Type: Full-time
Salary: ₹400,000.00 – ₹1,200,000.00 per year
Benefits:
Schedule:
Education:
Experience:
Application Deadline: 12/01/2023
Expected Start Date: 04/01/2023
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