Mid-Level Python ML Data Scientist [$254/yr+] TS/SCI-FS Poly

SYSTOLIC, INC.
Herndon, VA, United States
5 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
8 years minimum
Working hours
Regular working hours

Tech stack

Python (Programming Language) Machine Learning NLTK (NLP Analysis) Tensorflow SQL Databases Graphics Processing Unit (GPU) Pytorch Deep Learning Topic Modeling Keras HuggingFace Data Management
+3 more
Gensim Spacy Document Classification

Job description

  • Develop machine learning models for text classification and topic modeling.
  • Utilize Python, PyTorch, Tensorflow, and SQL for model development.
  • Conduct advanced statistical analysis., * Utilize Python NLP packages such as Spacy, Gensim, or NLTK.
  • Apply deep learning frameworks such as PyTorch, Tensorflow, or Keras.
  • Leverage the HuggingFace Transformers library and hub.
  • Create machine learning models that conduct text classification and topic modeling.
  • Work with SQL for data management and querying.
  • Leverage GPUs for accelerated computing.
  • Conduct advanced statistical analysis on personnel, intelligence, and performance metrics.

Requirements

  • Degree: Technical bachelor’s degree or equivalent experience
  • Years of experience: 8+ years
  • Total Compensation: $260k+ yearly (tentative)

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Good distractions

Talks and stories from around this role — technically off-topic, practically not.

5:13 min

Training a Word2Vec model with Python and Gensim

Jodie Burchell · LIVE

3:29 min

Binary and count vectorization techniques for text

Jodie Burchell · LIVE

1:18 min

Converting existing Keras models to TensorFlow format

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Structuring career paths and localized data architectures

Ulrich Wurstbauer +1 · LIVE

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Balancing data science skillings alongside systems engineering rigor

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Speeding up model training cycles with transfer learning techniques

Anirudh Koul · LIVE

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