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Software Engineer Research
python cpp x86 keras scikit-learn machine learning May 20

Overview

Exciting opportunity to work on significantly advancing the state-of-the-art in cybersecurity tools! Our effort is addressing an outstanding software security hole, through novel applications of machine learning. 

Location : GrammaTech has offices in Ithaca, NY, Bethesda, MD, and Madison, WI — but will consider remote employees when there is a strong match of skills and remote work experience,outside the recent pandemic. (Remote employees MUST be located in the United States.)

Responsibilities

Under guidance of a principal investigator (PI), a software engineer on a research project will implement innovative prototypes to explore new approaches to problems in software security. A research-oriented software engineer is expected to:

  • Study and implement approaches drawn from academic literature or in-house design.
  • Evaluate the resulting prototype implementation to test its value in addressing the research goals.
  • Report results to the PI and respond by adapting the prototype to better address research goals.
  • Contribute to presentations and written reports that keep research sponsors up to date on project progress.
  • Prepare prototypes for demonstrations and evaluations by research sponsors.

Qualifications

Required

  • BS in Computer Science or equivalent. 
  • Three (3) years or more of industry experience.
  • Significant experience with applying machine learning techniques such as artificial neural networks, support vector machines, and cluster analysis to different problem domains.
  • Experience with implementing robust software using open source machine learning frameworks such as keras, scikit-learn, gensim. Such experience is expected to be in projects that are beyond standard coursework.
  • Ability to read advanced machine learning publications, and to judge and implement the key ideas.
  • Advanced software application development skills in Python and C++. 
  • Thorough understanding of data structures and algorithms.

Preferred

  • MS or PhD in Computer Science. 
  • Experience with machine code (x86, x64, ARM).
  • Knowledge of the cybersecurity domain.
  • Knowledge of containerization, orchestration, and deployment (docker, Kubernetes, AWS).

GrammaTech, Inc. is an Equal Opportunity/Affirmative Action employer. 
Members of underrepresented groups are encouraged to apply

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Python Engineer
python cython tensorflow keras pytorch c Feb 17

Description

We are looking for a Python-focused software engineer to build and enhance our existing APIs and integrations with the Scientific Python ecosystem. TileDB’s Python API (https://github.com/TileDB-Inc/TileDB-Py) wraps the TileDB core C API, and integrates closely with NumPy to provide zero-copy data access. You will build and enhance the Python API through interfacing with the core library; build new integrations with data science, scientific, and machine learning libraries; and engage with the community and customers to create value through the use of TileDB.

Location

Our headquarters are in Cambridge, MA, USA and we have a subsidiary in Athens, Greece. However, you will have the flexibility to work remotely as long as your residence is in the USA or Greece. US candidates must be US citizens, whereas Greek candidates must be Greek or EU citizens.

Expectations

In your first 30 days, you will familiarize yourself with TileDB, the TileDB-Py API and the TileDB-Dask integration. After 30 days, you will be fully integrated in our team. You’ll be an active contributor and maintainer of the TileDB-Py project, and ready to start designing and implementing new features, as well as engaging with the Python and Data Science community.

Requirements

  • 5+ years of experience as a software engineer
  • Expertise in Python and experience with NumPy
  • Experience interfacing with the CPython API, and Cython or pybind11
  • Experience with Python packaging, including binary distribution
  • Experience with C, C++, Rust, or a similar systems-level language
  • Distributed computation with Dask, Spark, or similar distributed computation system
  • Experience with a machine learning library (e.g. scikit-learn, TensorFlow, Keras, PyTorch, Theano)
  • Experience with Amazon Web Services or a similar cloud platform
  • Experience with dataframe-focused systems (e.g. Arrow, Pandas, data.frame, Vaex)
  • Experience with technical data formats such as (e.g. Parquet, HDF5, VCF, DICOM, GeoTIFF)
  • Experience with other technical computing systems (e.g. R, MATLAB, Julia)

Benefits

  • Competitive salary and stock options
  • 100% medical and dental insurance coverage (for you and your dependents!)
  • Paid parental leave
  • Paid time off (vacation, sick & public holidays)
  • Flexible time off & flexible hours
  • Flexibility to work remotely (anywhere in the US or Greece)

TileDB, Inc. is proud to be an Equal Opportunity Employer building a diverse and inclusive team.

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