Gen AI/ML Solution Architect
Marine Corps Forces Reserve, U.S.
Houston, TX, United States
1 day ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
2 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Amazon Web Services
Cloud Engineering
Data Mining
Data Visualization
Document Retrieval
R (Programming Language)
Python (Programming Language)
Machine Learning
Natural Language Processing
Named Entity Recognition
Recommender Systems
+18 more
Tensorflow
Azure Machine Learning
Sentiment Analysis
Data Processing
Cloud Platform System
Feature Engineering
Pytorch
Large Language Models
Deep Learning
Topic Modeling
Generative AI
Matplotlib
AI Platforms
Scikit Learn
Information Technology
Machine Learning Operations
Semantic Kernel
Api Management
Job description
- Lead end-to-end Gen AI/ML solution architecture - from problem definition, data acquisition, and feature engineering to model deployment and monitoring.
- Collaborate with business stakeholders to define requirements and translate them into scalable AI/ML solutions.
- Design and implement advanced NLP systems using state-of-the-art models (BERT, ELMO, word2vec) for tasks such as sentiment analysis, named entity recognition, and topic modeling.
- Build and integrate predictive models, leveraging cloud-based platforms such as Azure Machine Learning for forecasting and analytics.
- Develop Retrieval-Augmented Generation (RAG) pipelines for intelligent document retrieval and question-answering systems.
- Implement personalized recommendation engines using cutting-edge frameworks (e.g., Semantic Kernel).
- Ensure solutions are optimized for performance, scalability, and maintainability in production environments.
- Mentor and guide teams on AI/ML best practices, frameworks, and emerging technologies.
Requirements
- Minimum 2-3 Project on GEN AI LLM Architect
- Machine Learning with MLOps
- Convert business problems to solutions, * Bachelor’s in Engineering or Computer Science and a Master’s in Information Technology, Telecommunications, or a related field.
- 14+ years of professional experience in AI, data mining, deep learning, predictive analytics, and machine learning.
- Proven track record in the full data science project lifecycle, including data wrangling, statistical analysis, and data visualization.
- Proficiency in Python and R, with expertise in AI/ML libraries such as TensorFlow, PyTorch, Scikit-learn, Transformers, and visualization tools (Matplotlib, Seaborn, ggplot2).
- Strong knowledge of NLP techniques and frameworks, vector databases, and MLOps workflows.
- Experience with cloud-based AI platforms (Azure ML, AWS Sagemaker, or GCP AI Platform).
- Solid understanding of cognitive AI systems, intelligent automation, and decision-support systems.
Preferred Skills:
- Experience with Retrieval-Augmented Generation (RAG) pipelines and Semantic Kernel integration.
- Expertise in deploying AI solutions at enterprise scale with robust API integrations.
- Strong communication and leadership skills for cross-functional collaboration.
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