About the Company: Founded in 2010, the company is headquartered in Ahmedabad and has a dedicated team of over 200 professionals. With a strong focus on product development, the company specializes in IT infrastructure management and monitoring, offering software products that provide real-time processing, data correlation, and intelligent visualization solutions.
Roles and Responsibilities:
- Lead the end-to-end machine learning lifecycle, understand the business problem statement, convert into ML problem statement, data acquisition, exploration, feature engineering, model selection, training, evaluation, deployment, and monitoring (MLOps).
- lead the team of ML Engineers to solve the business problem and get it implemented in the product, QA validated and improvise based on the feedback from the customer
- Collaborate with product managers to understand business needs and translate them into technical requirements for AI/ML solutions.
- Design, develop, and implement machine learning algorithms and models, including but not limited to statistics, regression, classification, clustering, and transformer-based architectures.
- Preprocess and analyze large datasets to extract meaningful insights and prepare data for model training.
- Build and optimize machine learning pipelines for model training and inference using relevant frameworks.
- Fine-tune existing models and/or train custom models to address specific use cases.
- Enhance the accuracy and performance of existing AI/ML models through monitoring, iterative refinement and optimization techniques.
- Collaborate closely with cross-functional teams to integrate AI/ML features seamlessly into our product, ensuring scalability, reliability, and maintainability
Note: We appreciate every application, however, due to a high volume of applicants, only shortlisted candidates will be contacted.