Senior Machine Learning Engineer

Role & Responsibilities

• Build deep learning models for a variety of image and text based tasks. Eg: Instance segmentation, image2text, text parsing, image/text classification, few shot and active learning.
• Build and optimize infrastructure for training, deploying, bench-marking and monitoring large scale deep learning models
• Build infrastructure for dataset discovery, collection and pre-processing
• Read and be aware of state of the art research in computer vision, text processing, active learning and adapt them to problems that we solve at Ottimate
• You will be part of a growing team that designs, develops and deploys machine learning models that advance the state of the art in extracting structured information from images and documents, and help businesses automate document based workflows.
• A typical day will include one or many of the following: reading and writing machine learning / deep learning code, catching up on state of the art research, analyzing datasets, work on infrastructure and dev ops, training and bench marking models, monitoring performance and brainstorming with other engineers in the team.
• You think critically about your work and ask questions in order to improve the product
• You like the iterative process of development
• You are driven by curiosity, the whys and hows are what you are looking for always
• You have a data intuition and are easily able to identify patterns
• You are good at looking at the big picture but also have a clear idea of looking at individual examples and finding solutions
• You have strong communication skills and are able to explain complex technical topics to the entire team in a clear and concise way
• You have the ability to go deep, but also appreciate the challenge of understanding breadth
• When things inevitably break—you eagerly jump in to diagnose and fix the core issues
• You seek out problems to fix and are willing to dissect it to get to the solution.
• Strong team player, ability to collaborate with multiple remote engineers working towards a common goal.
• Strong communication and writing skills, ability to explain and present complex ideas to other members of the team.