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AI/ML Enginer

Location
Aurora, Colorado
Posted
23 Nov 2022

Apex Systems is seeking an AI/ML Engineer with experience in Natural Language Processing OR Computer Vision!


*An active DoD Top Secret clearance is required*

Requirements


As an NLP Engineer / Architect you will:

  • Design, test, and deploy novel NLP solutions to solve our customers' hardest problems
  • Review NLP software updates from the team and provide recommendations and guidance
  • Develop (hands-on coding) NLP algorithms using common open-source libraries
  • Provide recommendations on operationalizing NLP solutions as part of a scalable architecture
  • Design a text pre-processing pipeline to prepare data for training/executing NLP algorithms
  • Clearly explain the benefits and limitations for various NLP architectures
  • Support proposals and customer outreach to grow the NLP portfolio
  • Provide servant leadership support for a team of developers and researchers to foster an environment of innovation and inclusion
  • Review NLP publications to understand cutting-edge concepts and identify techniques that we should explore
  • Author technical reports and publications

Required skills:

  • Experience with modern transformer-based NLP models such as BERT, XLNet, RoBERTa, Longformer, etc. Significant experience developing and delivering software solutions in Python
  • Development experience using one or more NLP Python libraries such as Hugging Face/Transformers, spaCy, NLTK, TextBlob, Gensim, etc.
  • Experience with Python and any of the following Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, and/or scikit-learn / scikit-image
  • Experience with several successful NLP development efforts, for applications such as text categorization, named entity recognition, autocompletion, translation, or sentiment analysis
  • Experience with common developer tools, like Jira, BitBucket, Gitlab, Github, etc.
  • Effective communicator with the ability to write and present technical reports

Desired skill (bonus points):

  • Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
  • Familiarity with other programming languages, such as C++, Go, Rust, C#, or Java
  • MS or PhD in machine learning, computer science, mathematics, or relevant fields
  • Experience implementing algorithms on the GPU in Python or C++ using CUDA and other CUDA libraries
  • Experience in application deployment, virtualization, and containerization

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Details

  • Job Reference: 794505155-2
  • Date Posted: 23 November 2022
  • Recruiter: Apex Systems
  • Location: Aurora, Colorado
  • Salary: On Application