Data Scientist - Bengaluru, Karnataka, India - Orchestra Telecom Services Private Limited

Description

Position:
Data Scientist


Location:
Bangalore


Key Responsibilities:

• Model Development: Design and implement ML models to tackle complex business challenges.
• Data Preprocessing: Clean, preprocess, and analyze large datasets for meaningful insights and model features.
• Model Training: Train and finetune ML models using various techniques, including deep learning and ensemble methods.
• Evaluation and Optimization: Assess model performance, optimize for accuracy, efficiency, and scalability.
• Deployment: Deploy ML models in production, monitor performance for reliability.
• Collaboration: Work with data scientists, engineers, and stakeholders to integrate ML solutions.
• Research: Stay updated on ML/AI advancements, contribute to internal knowledge.
• Documentation: Maintain comprehensive documentation for all ML models and processes.

Must-Haves:


Education:
Bachelor's, Master's, or Ph.
D. in Computer Science, Machine Learning, Data Science, or related field.

Professional Experience:
Full-stack Data Scientist with a track record in ML model development and deployment in production. Experienced in architecting solutions with CI/CD processes.

Proficiency:
Python is a must-know. Proficient in Azure Databricks.

Data Science Skills:
Experience in data preprocessing, feature engineering, model building, and model evaluation.

Cloud and Containerization:
Knowledge of cloud platforms and familiarity with containerization technologies, such as Docker.

Software Development Practices:
Familiarity with software development practices, version control, and agile methodologies.

Distributed Computing:
Familiarity with distributed in-memory computing technologies.


Good to Have:

Experience with Big Data and analytics using technologies like Hadoop, Spark, etc.
Proficiency in Spark, familiar with deep learning frameworks like TensorFlow, PyTorch, etc.
Additional experience or knowledge in AI/ML technologies beyond the mentioned frameworks.
Enhanced expertise in SQL.


Schedule:

• Day shift

Experience:

- total work: 1 year (preferred)


Ability to Commute:

• Bangalore, Karnataka (preferred)

Ability to Relocate:

• Bangalore, Karnataka: Relocate before starting work (preferred)

Work Location:
In person

Application Deadline: 18/02/2024