Machine Learning Engineer (Mid)

PETERSON TECHNOLOGY PARTNERS, INC.
Irving, TX, United States
5 days ago
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Role details

Contract type
Contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
2 years minimum
Compensation
$135,200
Working hours
Regular working hours
Job source

Tech stack

Application Programming Interfaces (APIs) Artificial Intelligence Data Analysis Computer Vision C++ (Programming Language) Databases Python (Programming Language) Machine Learning Natural Language Processing Recommender Systems Tensorflow Standard Sql
+15 more
Reinforcement Learning Feature Engineering Pytorch Transfer Learning Large Language Models Caffe Deep Learning Theano Backend Kubernetes Information Technology Machine Learning Operations Docker Unsupervised Learning Databricks

Job description

  • Design, build and deploy machine learning solutions from concept through production.
  • Develop traditional ML, recommendation and personalization models that improve the customer experience.
  • Use solid SQL skills to prepare, explore and analyze data for modeling.

Requirements

  • 2+ years of experience as a developer for high-tech products or services, plus 2+ years of hands-on experience delivering products or solutions using machine learning, natural language processing or other AI (computer vision, mathematical optimization); OR an MS in Computer Science with some machine learning experience.
  • Hands-on experience with traditional machine learning, recommendation models and personalization.
  • Solid SQL skills.
  • Mathematical understanding of statistical learning algorithms (supervised/unsupervised learning, reinforcement learning, graphical models).
  • Experience with deep learning architectures and models (ResNets, RNN/CNN, Transformers, transfer learning) in a production environment.
  • Proficiency in Python, Scala or C++.
  • Fluency in one or more ML frameworks such as TensorFlow, PyTorch, Caffe or Theano.
  • Familiarity with key computer vision concepts.
  • Degree in Computer Science or Math strongly valued., * Feature engineering and core statistical techniques.
  • Deploying ML workloads on major cloud platforms; Databricks preferred.
  • LLM-based solutions and vector databases.
  • Docker/Kubernetes.
  • Database, API and backend development.

Benefits & conditions

Pay rate: $65/hr. This is a 12 months contract position, Hybrid (3 days/week onsite) in Irving, TX.

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