Lead Data Scientist

2 weeks ago

Noida, Uttar Pradesh, India iTechMinds Consulting LLP Full time

Job Summary :

We are seeking a Sr. Data Scientist to join our team to analyze complex datasets, develop machine learning models, and provide data-driven insights to support business Responsibilities :

Data Analysis & Exploration :

- Perform comprehensive exploratory data analysis (EDA) on large datasets.

- Identify patterns, trends, and anomalies in data.

- Conduct statistical analysis to validate business hypotheses.

- Create data visualizations to communicate findings effectively.

- Assess and ensure data quality and integrity.

- Write complex SQL queries to extract and manipulate data


Machine Learning & Modeling :

- Design and develop machine learning models for business problems like (XG Boost, Logistic Regression, DNN, RNN etc)

- Implement supervised and unsupervised learning algorithms

- Perform feature engineering and selection

- Evaluate model performance using appropriate metrics

- Deploy and monitor machine learning models in production

Programming & Development :

- Develop data analysis scripts and automation tools using Python

- Build data pipelines and ETL processes

- Create reusable code libraries and functions

- Maintain version control and documentation Skills :

- SQL : Advanced proficiency in writing complex queries, joins, subqueries, and database optimization

- Python : Strong programming skills in Python for data analysis and machine learning

- Exploratory Data Analysis : Expertise in EDA techniques, statistical analysis, and data visualization

- Machine Learning : Solid understanding of ML algorithms, model evaluation, and validation techniques

- Statistics : Knowledge of statistical methods, hypothesis testing, and experimental design

- Knowledge of any cloud like AWS, GCP or Azure is good to have

- Familiarity with version control systems

- Experience with containerization and deployment tools


Good to Have :

- Worked on GenAI based Projects

- Using GenAI for driving productivity in your work.

- Knowledge of PySpark is a plus


Must have skills :

- Python - 2+ years

- Panda - 2+ Years

- Must have led one end to end project

- Must have customer facing experience

- This person will manage a project as a Tech Lead.

- Must have experience working on ML Algorithms including - Random Forest, XGBoost and Neural networks

Must have Frameworks :

- Scikit Learn

- Any 1 of these 3 is a requirement. Pytorch/Keras/ TensorFlow

(ref:hirist.tech)

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