Job Description
Job Description
This position directly impacts all areas of the business by implementing machine learning & big data solutions. You will work closely with multiple machine learning teams & partnering with engineering teams to develop Machine Learning Models, Algorithms, and Applications.
This work includes performing experiments, providing predictive features, and assisting in the design and implementation of the backend tooling supporting those features.
Responsibilities :
- Research and implement appropriate machine learning algorithms and tools
- Run machine learning tests and experiments
- Select appropriate datasets and data representation methods
- Develop machine learning applications according to requirements
- Monitor and optimize the quality and performance of our models, services, and tools
Requirements :
- Machine Learning / Artificial Intelligence Developer / Architect experienced in creating ML and AI based applications and systems
- Years of Experience : 7 or more years of experience
- BS, MS, or PhD in either Computer Science, Data Science, Mathematics or a related field (MS and above preferred)
- General software development experience including architecture design, programming, testing, and deployment
- Experience creating custom Machine Learning based solutions, including knowledge of Machine Learning algorithms, statistical analysis of data, clustering techniques, neural networks, and various deep learning methods
- Experience with data curation, cleaning, storage, management, and governance
- Ability to work in fast paced collaborative team-based environments with both local and remote colleagues
- Must be eligible for and maintain a Secret Clearance
Desired Programming Languages :
- Python - including libraries such as numpy, matplotlib, and Keras / Tensorflow or other ML stack
- C# - libraries including .Net Core
Desired Technical Skills :
- ETL experience working with Postgres and various other relational databases, csv file import, working with Unicode (UTF-8) and json
- Linux experience working with filesystems, moving data, backups, and scripting
- Use of command line environments including bash on Linux and PowerShell on Windows
- Experience with Visual Studio, PyCharm or similar IDE
- Experience with version control systems including Git and other data versioning tools
- Familiarity with Jenkins
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
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