- Discover data sources, get access to them, import them, clean them up, and make them machine learning ready.
- Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
- Partner with data scientists to understand, implement, refine, and design machine learning and other algorithms.
- Run regular A/B tests, gather data, perform statistical analysis, draw conclusions on the impact of your models.
- Work cross functionally with product managers, data scientists and product engineers, and communicate results to peers and leaders.
- Explore new technology shifts to determine how they might connect with the customer benefits we wish to deliver.
- BS, MS, or PhD degree in Computer Science or related field, or equivalent work experience.
- 6+ years of experience
- Knowledgeable with Data Science tools and frameworks (i.ePython, Scikit, NLTK, Numpy, Pandas, TensorFlow, Keras, R, Spark).
- Understand machine learning principles (training, validation, etc.).
- Demonstrated experience with web services (e.g. REST) and API design.
- Experience with any of the following Object Oriented Languages (OOD): Scala, Python, Java.
- Knowledge of data query and data processing tools (i.e. SQL)
- Computer science fundamentals: data structures, algorithms, performance complexity, and implications of computer architecture on software performance (e.g., I/O and memory tuning)
- Software engineering fundamentals: version control systems (i.e: Git) and workflows, and ability to write production-ready code.
- Experience deploying highly scalable software supporting millions or more users.
- Experience with integrating applications and platforms with cloud technologies (i.e AWS).
- Strong oral and written communication skills.
- Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users.
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Senior Machine Learning Developer - Old Toronto, Canada - Intuit Inc.
Description
Come join Intuit as a Senior Software Developer
In this role, you'll be embedded inside a vibrant team of data scientists, machine learning developers and full-stack developers. You'll be expected to help conceive, code, and deploy data science models at scale using the latest industry tools.
Responsibilities#J-18808-Ljbffr
