Senior Machine Learning Engineer - Signal Processing at Two Six Labs

Posted in General Business 11 days ago.

Type: Full-Time
Location: Arlington, Virginia





Job Description:

Overview:

Two Six Technologies is seeking a Senior Machine Learning - Signals Processing candidate to join the Data Science Team that applies expertise in machine learning, data visualization, statistics, and computational architectures to solve hard research challenges in AI security & privacy, synthetic biology, cyber security, computational social science, code analysis, biometrics, and other areas. We have built systems that summarize source code, predict protein stability, visualize graphs with millions of nodes, and detect stealthy denial-of-service attacks.

Responsibilities Include:


  • Research novel machine learning methods, apply them to challenging problem domains, and present empirical research results.
  • Develop, apply, and evaluate state-of-the-art machine learning and signal processing techniques to efficiently analyze large amounts of time-series data.
  • Contribute to technical proposals in new research areas.
  • Work on a multidisciplinary team alongside experts in deep learning, cybersecurity, NLP, and software development with clients that include DARPA and other government agencies.

Minimum Qualifications:

  • 3+ years of experience developing and applying machine learning models to challenging research problems with time-series data or similar modalities
  • 1+ year programming experience with Python and Python machine learning frameworks (e.g., TensorFlow, PyTorch, Sklearn, NLTK)
  • Bachelor's degree in machine learning, CS, EE, Applied Math, Stats, or a related field, or 2+ years additional professional experience

Nice If You Have:

  • Graduate degree or publication record in a relevant field
  • Foundational knowledge of basic digital signal processing techniques (e.g., filtering, time-frequency analysis, multi-rate analysis)
  • Mathematical and statistical understanding of machine learning techniques
  • Skilled at communicating empirical research results in written, visual, and spoken forms
  • Applied research experience, especially with DARPA or a similar agency
  • Experience contributing to research proposals

Clearance / US Citizen:

  • Active DoD Secret security clearance required

Two Six Technologies is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment at Two Six Technologies without regard to race, color, religion, national origin, sex, age, physical and mental disability, sexual orientation, gender identity or expression, genetic information, veteran, marital, pregnancy or citizenship status; or any other status prohibited by applicable national, federal, state or local law.

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 calling 703-543-9662 or 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.