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Data Scientist

1 month ago

Mumbai, Maharashtra, India Intigniz Solutions Pvt Ltd Full time

Job Description : Data Scientist - INTIGNIZ Solutions Pvt. Ltd.

Location : Hyderabad, Telangana, India / Mumbai, Maharashtra, India

About INTIGNIZ Solutions Pvt. Ltd. :

INTIGNIZ Solutions Pvt. Ltd. is a dynamic product development firm focused on delivering innovative solutions across various domains. We are seeking a talented and experienced Data Scientist to join our team in Hyderabad or Mumbai, contributing to the development and deployment of cutting-edge data-driven products.

Position Overview :

We are looking for a Data Scientist with 3-5 years of experience in product development within the Data Science domain. The ideal candidate will possess a strong understanding of machine learning principles, excellent coding skills, and the ability to translate complex data into actionable insights. You will be responsible for developing and deploying machine learning models, conducting data analysis, and contributing to the entire model development lifecycle.

Key Responsibilities :

- Develop, train, and deploy machine learning models to solve business problems within the Healthcare, Banking, or Manufacturing domains.

- Evaluate model performance using appropriate metrics and iterate to improve accuracy and efficiency.

- Implement and maintain scalable machine learning pipelines.

- Perform exploratory data analysis to identify patterns, trends, and anomalies.

- Generate descriptive analytics and visualize data using Python libraries (Matplotlib, Seaborn, Plotly) or R graphics packages to communicate insights effectively.

- Create compelling visual stories from data to support business decision-making.

- Investigate and resolve issues related to quantitative output and logical delivery of machine learning models.

- Troubleshoot system issues and ensure the smooth operation of data science pipelines.

- Work collaboratively with cross-functional teams to deliver data science-driven solutions.

- Communicate complex technical concepts clearly and effectively to both technical and non-technical stakeholders. -

- Utilize JIRA for task management and project tracking.

- Perform data handling, preprocessing, and dataset preparation.

- Utilize Apache Spark for data processing.

- Develop and execute complex SQL queries for data extraction and manipulation.

- Familiarity with Oozie and Luigi for workflow management.

- Follow best practices for the entire model development lifecycle, including data collection, feature engineering, model selection, training, evaluation, and deployment.

- Utilize version control systems (Git) for code management.

- Familiarity with neural network architectures and using pre-trained ML models.

Required Skills and Qualifications :

Education :

- Master's degree in engineering, Science, Statistics, Mathematics, or a related field from a reputable institution.

Experience :

- 3-5 years of relevant experience in building data science solutions for product development.

- Proven experience in the Healthcare, Banking, or Manufacturing domains is highly desirable.

Technical Skills :

- Strong proficiency in Python programming.

- Expertise in machine learning techniques (regression, classification, clustering, time series analysis, ensemble methods).

- Solid understanding of data structures and algorithms.

- Proficiency in SQL and experience with relational databases.

- Experience with data visualization libraries (Matplotlib, Seaborn, Plotly).

- Familiarity with machine learning libraries (Scikit-learn, Pandas, SQLAlchemy).

- Experience with Apache Spark for data processing.

- Familiarity with neural network architectures and pre-trained ML models.

- Experience with version control systems (Git).

- Familiarity with JIRA, Tableau, Oozie, and Luigi.

Soft Skills :

- Strong problem-solving and analytical skills.

- Excellent communication and collaboration skills.

- Ability to work independently and as part of a team.

- Strong attention to detail.

Compensation :

Notice Period :

- Immediate to 30 days notice period only.

(ref:hirist.tech)