Senior ML Developer and Operations Engineer
Arlington, Virginia
Applications have closed
Two Six Technologies
As a senior Two Six Technologies Developer for Armory, an open source machine learning (ML) test and evaluation (T&E) system, you will develop and deploy new Armory features while working alongside a team of professional ML researchers, developers, and operators that spans government and industry partners. You will deliver innovative solutions for the operational deployment and integration of Armory to multiple government partners. You will scale-up our well-established ML red team T&E system that models adversarial scenarios and evaluates cutting-edge ML defenses. You will also play a key role in our overall ML defense and security strategy.
Duties:
- Develop, maintain, and deploy Armory, our open source adversarial ML framework
- Drive the operationalization and transition of Armory to government and industry users
- Develop new features per emerging user needs
- Collaborate in the creation and integration of new adversarial testing methods and real-world scenarios into Armory
- Collaborate in the evaluation of cutting-edge ML defenses via the Armory system
- Work with other developers on cloudification, containerization, and productization of their applications
- Engage with peers to review solutions and help ensure our team delivers maintainable and extensible solutions
Requirements (ordered by priority):
- Advanced degree with 5+ years of experience or Bachelor’s degree with 8+ years of experience
- 3+ years experience participating on a software development team
- 3+ years Python development experience including packaging, testing, and requirements management
- Experience working with ML libraries and systems, such as PyTorch, TensorFlow, TFDS, Numpy, or HuggingFace
Additional Nice-to-haves:
- Open source project development experience
- Experience training, evaluating, or operationalizing ML systems or transitioning ML systems to end users
- Training or evaluation of ML models
- Development of datasets for ML training
- Experience with Jupyterlab, Stremlit, Linux, git, GPUs, and NVIDIA-Docker
- Docker and container registry experience
- AWS S3 or EC2 familiarity
Clearance Requirements:
Eligible for security clearances required
Two Six Technologies is an Equal Opportunity Employer and does not discriminate in employment opportunities or practices based on race (including traits historically associated with race, such as hair texture, hair type and protective hair styles (e.g., braids, twists, locs and twists)), color, religion, national origin, sex (including pregnancy, childbirth or related medical conditions and lactation), sexual orientation, gender identity or expression, age (40 and over), marital status, disability, genetic information, and protected veteran status or any other characteristic protected by applicable federal, state, or local law.
Two Six Technologies Covid-19 Vaccination Policy requires employees to be fully vaccinated. Exceptions to this policy are only granted to those with a company-approved medical or religious accommodation. Prospective or new employees will be required to adhere to this policy and submit proof of vaccination or have an approved exemption prior to the start of their employment.
If you are interested in applying for employment with Two Six Technologies and require an accommodation, please contact Human Resources at Two Six Technologies by sending an email to hr@twosixtech.com. Information provided will be kept confidential and used only to the extent required to provide needed reasonable accommodations.
EOE, including disability/vets.
Tags: AWS Docker EC2 Git HuggingFace Linux Machine Learning ML models NumPy Open Source Python PyTorch Security TensorFlow Testing
Perks/benefits: Career development
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