Ml Engineer Job in Lendenclub

Experience: 3-5 years of Experience

Job Responsibilities

• Work on end-to-end data science lifecycle: from building proof-of concept models to production-ready models & work with engineers to deploy them to production
• Execute and take ownership of deep learning projects end-to-end. Good exposure to various deep learning algorithms and frameworks
• Should be able to effortlessly switch between roles of an Individual Contributor, team member, and data science manager as demanded by each project
• Figure out gaps in existing products and adding intelligence to improve it
• Designing the frameworks in data sciences (R, Python, Azure ML, Amazon ML, Google ML, Spark etc) to be used for relevant projects
• Keep updated on latest research in AI and deep learning and find ways in which it can be used to solve business problems
• Must be able to read research papers (eg: some novel architectures, training techniques, etc.) and be able to implement it fully to solve our specific problems

Technical Skills

• Expert user of Python
• Hands-on experience in handling unstructured (image, video, audio) and build solutions using Deep Learning / Machine Learning
• Experience in implementing object detection, GAN s. Knowledge of reinforcement learning is a plus.
• Good grasp and detailed knowledge of any one deep learning library (PyTorch, Tensorflow, Caffe etc.) is a must
• Exposure to working on AI/Data Science/Analytics platforms like Microsoft AI, Amazon AI, IBM WATSON, H20, Knime