Full-Time Machine Learning Engineer

Responsibilities

• Apply Data Science concepts to solve routine problems of target users.
• You will be designing and building systems that help Docsumo process visual data i.e. as PDF & images of documents.
• Experience with training and fine-tuning machine learning models on large text datasets.
• You'll work in our Machine Intelligence team, a close-knit group of scientists and engineers who incubate new capabilities from whiteboard sketches all the way to finished apps.
• You will get to learn the ins and outs of building core capabilities & API products that can scale globally.
• Should have hands-on experience applying advanced statistical learning techniques to different types of data.
• Should be able to design, build and work with RESTful Web Services in JSON and XML formats. (Flask preferred)
• Produce clean, efficient code based on specifications
• Should follow Agile principles and processes including (but not limited to) standup meetings, sprints and retrospectives.

Requirements

• Minimum 2+ years experience working in machine learning, text processing, data science, information retrieval, deep learning, natural language processing, text mining, regression, classification, etc.
• Must have a full-time degree in Computer Science or similar (Statistics/Mathematics)
• Working with OpenCV, TensorFlow and Keras
• Working with Python: Numpy, Scikit-learn, Matplotlib, Panda
• Familiarity with Version Control tools such as Git
• Familiarity with ML frameworks and libraries
• Theoretical and practical knowledge of SQL / NoSQL databases with hands-on experience in at least one database system.
• Team player, an ability to work cooperatively with the other engineers
• Ability to make quick decisions in high-pressure environments with limited information.
• Outstanding analytical and problem-solving skills
• Must be self-motivated, flexible, collaborative, with an eagerness to learn