Job Summary:
Cognizant is a leading provider of information technology, consulting, and business process outsourcing services. They are looking for a skilled Associate Data Scientist to design, develop, and deploy scalable AI/ML solutions, collaborating with cross-functional teams to build intelligent systems.
Responsibilities:
• Design, develop, and deploy RESTful APIs using FastAPI to enable seamless integration of AI/ML solutions.
• Build and optimize Natural Language Processing (NLP) models for:
• Text processing
• Sentiment analysis
• Named entity recognition
• Other language-based tasks
• Develop and implement machine learning algorithms using frameworks such as:
• TensorFlow
• PyTorch
• Scikit-learn
• Collaborate with cross-functional teams to:
• Define data requirements
• Collect datasets
• Perform data preprocessing and analysis
• Leverage AWS services (e.g., S3, Lambda, SageMaker) to build scalable and efficient cloud-based solutions.
• Monitor and improve system performance to ensure reliability and accuracy of deployed models and APIs.
• Work on innovative predictive analytics solutions.
Qualifications:
Required:
• Experience in AI/ML, NLP, and API development.
• Design, develop, and deploy RESTful APIs using FastAPI.
• Build and optimize Natural Language Processing (NLP) models for text processing, sentiment analysis, named entity recognition, and other language-based tasks.
• Develop and implement machine learning algorithms using frameworks such as TensorFlow, PyTorch, and Scikit-learn.
• Collaborate with cross-functional teams to define data requirements, collect datasets, and perform data preprocessing and analysis.
• Leverage AWS services (e.g., S3, Lambda, SageMaker) to build scalable and efficient cloud-based solutions.
• Monitor and improve system performance to ensure reliability and accuracy of deployed models and APIs.
• Work on innovative predictive analytics solutions.
Preferred:
• Strong proficiency in Python with experience in building production-grade applications.
• Hands-on experience in Natural Language Processing (NLP) techniques and tools.
• Proven expertise in FastAPI or similar frameworks for building REST APIs.
• Experience with at least one machine learning framework: TensorFlow, PyTorch, or Scikit-learn.
• Good understanding of AI/ML concepts.
• Experience with AWS cloud services for application deployment and management.
• Knowledge of SQL and NoSQL databases.
• Knowledge of data engineering best practices.
Company:
Cognizant is a professional services company that helps clients alter their business, operating, and technology models for the digital era. Founded in 1994, the company is headquartered in Teaneck, USA, with a team of 10001+ employees. The company is currently Late Stage.