Infibeam Avenues - Bangalore, India - Infibeam Avenues Pvt Ltd

Description

Responsibilities :

As a machine learning engineer on the team, you will :

• Collaborate with Machine Learning scientists to design and develop sophisticated machine learning models
• Create project plan, execute end to end and evaluate the ML systems
• Implement and fine tune the state of the art neural network architectures
• Stay up to date with state of the art algorithms in multimodal deep learning techniques
• Work with large-scale datasets, preprocess and create
• Cross functional collaboration with researchers, software developers, and product managers
• Document and communicate thought process, technical findings and evaluation results
• Productionize the trained (deep learning) models
• Continuously monitor the performance of the models and iterate as needed
• Mentor and guide junior engineers

• Bachelors or Masters in AI/ML, Computer Science, Statistics or other relevant fields with 5+ years of AI/ML experience for Bachelors and 2+ years for Masters
• Depth of knowledge in Software Engineering, Machine Learning, Generative AI, Data Science
• Prior experience in deep learning, machine learning, natural language processing or computer vision
• Strong programming skills in Python or C++ in a production environment
• Experience in developing production ready code with best practices
• Industry experience with machine learning tools such as scikit-learn, TensorFlow, PyTorch among others
• Good understanding of statistics, linear algebra, and probability theory
• Industry experience in CI/CD processes
• Familiarity with cloud computing environments such as aws will be a plus

• Experience with large scale data processing using Spark or other big data technologies
• Experience with CUDA will be a plus