CSM Tech is looking for qualified candidates having relevant experience in Generative AI frameworks such as GANs, data visualization, database programming and data analytics and exposure on emerging AI Automation technologies such as Digital Assistants (chatbots), Machine Learning, and Robotics Process Automation will be preferred.
Experience: 8-12 Yrs
Job Description:
- Conduct exploratory data analysis to identify patterns, trends, and correlations within complex datasets.
- Develop predictive models using advanced machine learning algorithms and techniques
- Utilize Generative AI techniques to generate synthetic data for augmenting datasets and improving model performance
- Design and implement efficient data processing pipelines to handle large volumes of data.
- Collaborate with cross-functional teams to understand business requirements and translate them into analytical solutions.
- Perform feature engineering and selection to enhance model accuracy and interpretability.
- Evaluate and fine-tune model performance using appropriate validation techniques.
- Implement scalable solutions for deploying machine learning models into production environments.
- Work on integrating Vector DB solutions for efficient storage and retrieval of high-dimensional data.
- Experience in deploying machine learning models using containerization technologies like Docker and orchestration tools like Kubernetes.
- Stay updated with the latest advancements in data science, machine learning, and artificial intelligence research.
Candidate Profile:
- Strong understanding of machine learning algorithms and techniques, including deep learning and reinforcement learning.
- Experience with Generative AI frameworks such as GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders)
- Should have experience of visualization tools
- Exposure on emerging AI Automation technologies such as Digital Assistants (chatbots), Machine Learning, and Robotics Process Automation will be preferred.