Brainstorm, design and develop the company’s AI initiatives and roadmaps
Formulate the business problem into AI and Machine Learning tasks
Working with different types of data including computer logs, errors, natural languages, and more
Extract, transform, load structured and unstructured text data
Perform AI and machine learning experiments methodically, and conduct data and error analysis to improve models
Document findings, approaches and present the results to the team
Optimize algorithms and prototypical solutions, such as hyperparameter search, model fine-tuning, etc.
Collaborate with the engineering team to implement (build, test and deploy) the ML models
Create unit, integration, end-to-end, and/or performance tests.
Keep current with technology and industry developments and be on the lookout for new approaches and opportunities to integrate them into the existing solutions
Requirements & Skills:
Have strong analytical and problem-solving skills, and willing to dive deep to find creative solutions
Have a passion for developing new and innovative solutions with AI, machine learning, and statistical approaches
Have an entrepreneurial spirit and love to work in a fast-growing start-up environment, where you will meet like-minded people and celebrate successes
BS or MS degree in computer science, engineering, statistics, applied mathematics, or related quantitative discipline
Ability to synthesize information from multiple sources and act as thought leaders to design creative solutions
Experience in data mining, machine learning, and/or statistical analysis. Knowledge of NLP approaches is an asset.
Experience with at least one programming language (i.e., Python is preferred), and knowledge of SQL is a plus
Familiarity with modern machine learning packages such as Numpy, Pandas, Sklearn, etc. Experience with Deep Learning packages such as Pytorch is an asset.
Basic knowledge of agile software development (e.g. version control, kanban processes, and cloud deployment).
Team player. Comfort working in a dynamic group with open problems to solve.
