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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