Principal Data Scientist
Houston, TX · On-site
Hugging Face * LangChain or similar LLM frameworks * Familiarity with MLOps practices, scalable AI infrastructure, and data pipelines Required Soft Skills * Curious and Innovative: Passionate about ...
Houston, TX · On-site
Hugging Face * LangChain or similar LLM frameworks * Familiarity with MLOps practices, scalable AI infrastructure, and data pipelines Required Soft Skills * Curious and Innovative: Passionate about ...
Houston, TX · On-site
Hugging Face * LangChain or similar LLM frameworks * Familiarity with MLOps practices, scalable AI infrastructure, and data pipelines Required Soft Skills * Curious and Innovative: Passionate about ...
Houston, TX · On-site
Production-level experience with Pandas, NumPy, scikit-learn, XGBoost, TensorFlow/PyTorch, Hugging Face Transformers, FastAPI/Flask, MLflow, and pytest SQL: Advanced proficiency with complex queries ...
Houston, TX · On-site
Production-level experience with Pandas, NumPy, scikit-learn, XGBoost, TensorFlow/PyTorch, Hugging Face Transformers, FastAPI/Flask, MLflow, and pytest SQL: Advanced proficiency with complex queries ...
Familiarity with NVIDIA Isaac Lab, NIM microservices, or the Hugging Face training ecosystem. * Prior internship, research, or open-source work on physical AI, embodied reasoning, or robot learning.
New
Familiarity with NVIDIA Isaac Lab, NIM microservices, or the Hugging Face training ecosystem. * Prior internship, research, or open-source work on physical AI, embodied reasoning, or robot learning.
New
Houston, TX · On-site
$99K - $137K/yr
Familiarity with modern NLP/LLM frameworks and libraries such as LangChain, LangGraph, Hugging Face Transformers, and vector databases. * Experience with Retrieval-Augmented Generation (RAG), multi ...
Houston, TX · On-site
$99K - $137K/yr
Familiarity with modern NLP/LLM frameworks and libraries such as LangChain, LangGraph, Hugging Face Transformers, and vector databases. * Experience with Retrieval-Augmented Generation (RAG), multi ...
$99K - $137K/yr
Familiarity with modern NLP/LLM frameworks and libraries such as LangChain, LangGraph, Hugging Face Transformers, and vector databases. * Experience with Retrieval-Augmented Generation (RAG), multi ...
$99K - $137K/yr
Familiarity with modern NLP/LLM frameworks and libraries such as LangChain, LangGraph, Hugging Face Transformers, and vector databases. * Experience with Retrieval-Augmented Generation (RAG), multi ...
Houston, TX · On-site
... Hugging Face, LangChain, and LangFlow. • Retrieval-Augmented Generation (RAG) & Intelligent Systems - Design, build, and maintain RAG pipelines using vector databases and knowledge graph solutions.
Houston, TX · On-site
... Hugging Face, LangChain, and LangFlow. • Retrieval-Augmented Generation (RAG) & Intelligent Systems - Design, build, and maintain RAG pipelines using vector databases and knowledge graph solutions.
Houston, TX · On-site
Strong Python skills, including experience with ML/AI frameworks (PyTorch, Hugging Face Transformers, LangChain/LlamaIndex/ Haystack, or similar). Experience with vector databases and embedding-based ...
Houston, TX · On-site
Strong Python skills, including experience with ML/AI frameworks (PyTorch, Hugging Face Transformers, LangChain/LlamaIndex/ Haystack, or similar). Experience with vector databases and embedding-based ...
Working knowledge of AI/ML frameworks (LangChain, Hugging Face, OpenAI APIs) * Experience with vector databases and embeddings * Understanding of prompt engineering and AI optimization Communication ...
Working knowledge of AI/ML frameworks (LangChain, Hugging Face, OpenAI APIs) * Experience with vector databases and embeddings * Understanding of prompt engineering and AI optimization Communication ...
Working knowledge of AI/ML frameworks (LangChain, Hugging Face, OpenAI APIs) * Experience with vector databases and embeddings * Understanding of prompt engineering and AI optimization Communication ...
Working knowledge of AI/ML frameworks (LangChain, Hugging Face, OpenAI APIs) * Experience with vector databases and embeddings * Understanding of prompt engineering and AI optimization Communication ...
Houston, TX · On-site
$128K - $172K/yr
Production-level experience with Pandas, NumPy, scikit-learn, XGBoost, TensorFlow/PyTorch, Hugging Face Transformers, FastAPI/Flask, MLflow, and pytest • SQL: Advanced proficiency with complex ...
Houston, TX · On-site
$128K - $172K/yr
Production-level experience with Pandas, NumPy, scikit-learn, XGBoost, TensorFlow/PyTorch, Hugging Face Transformers, FastAPI/Flask, MLflow, and pytest • SQL: Advanced proficiency with complex ...
Working knowledge of AI/ML frameworks (LangChain, Hugging Face, OpenAI APIs) * Experience with vector databases and embeddings * Understanding of prompt engineering and AI optimization Communication ...
Working knowledge of AI/ML frameworks (LangChain, Hugging Face, OpenAI APIs) * Experience with vector databases and embeddings * Understanding of prompt engineering and AI optimization Communication ...
Houston, TX · On-site
Strong Python skills, including experience with ML/AI frameworks (PyTorch, Hugging Face Transformers, LangChain/LlamaIndex/ Haystack, or similar). Experience with vector databases and embedding-based ...
Quick apply
Houston, TX · On-site
Strong Python skills, including experience with ML/AI frameworks (PyTorch, Hugging Face Transformers, LangChain/LlamaIndex/ Haystack, or similar). Experience with vector databases and embedding-based ...
Strong Python skills, including experience with ML/AI frameworks (PyTorch, Hugging Face Transformers, LangChain/LlamaIndex/ Haystack, or similar). Experience with vector databases and embedding-based ...
Strong Python skills, including experience with ML/AI frameworks (PyTorch, Hugging Face Transformers, LangChain/LlamaIndex/ Haystack, or similar). Experience with vector databases and embedding-based ...
$7.91 - $8.89
3% of jobs
$8.89 - $9.86
5% of jobs
$9.86 - $10.83
6% of jobs
$11.69 is the 25th percentile. Wages below this are outliers.
$10.83 - $11.80
12% of jobs
$11.80 - $12.78
13% of jobs
The median wage is $13.41 / hr.
$12.78 - $13.75
17% of jobs
$13.75 - $14.72
9% of jobs
$15.62 is the 75th percentile. Wages above this are outliers.
$14.72 - $15.69
11% of jobs
$15.69 - $16.67
5% of jobs
$16.67 - $17.64
9% of jobs
$17.64 - $18.61
9% of jobs
$7
$13
$18
| Aspect | Hugging Face | Machine Learning Engineer |
|---|---|---|
| Required Credentials | Typically requires knowledge of NLP, deep learning, and Python; certifications are optional | Requires degrees in CS or related fields; experience with ML frameworks; certifications beneficial |
| Work Environment | Collaborative, research-focused, often in tech companies or startups | Development, deployment, and optimization of ML models in various industries |
| Employer & Industry Usage | Used by AI/ML companies, research labs, and open-source communities | Employed across tech, finance, healthcare, and other sectors implementing ML solutions |
Hugging Face primarily focuses on NLP tools, libraries, and open-source models, serving as a platform for AI research and development. Machine Learning Engineers develop, implement, and optimize ML models across various domains. While Hugging Face offers resources and tools that ML Engineers use, the roles differ: Hugging Face is a platform, whereas Machine Learning Engineer is a job role involving hands-on model development and deployment.

Other
Re-posted 4 days ago
Augment Professional Services (APS) delivers specialized talent, consulting expertise, and project support to organizations operating in complex technical environments. Our teams partner with clients across the Technology, Energy, Utilities, and EPC sectors to support critical initiatives in digital transformation, data and analytics, infrastructure modernization, and engineering delivery.
Through a flexible services model that includes managed services, project-based delivery, and embedded technical expertise, APS helps organizations accelerate innovation, scale capabilities, and execute high-impact initiatives with confidence.
We are seeking a Principal Data Scientist with deep expertise in Artificial Intelligence, Large Language Models (LLMs), Natural Language Processing (NLP), Computer Vision (CV), and Generative AI.
This role will serve as a technical leader and architect of AI-driven solutions, responsible for designing, building, and deploying advanced machine learning systems that deliver measurable business impact. The ideal candidate brings both strong technical depth and the ability to translate complex AI methodologies into real-world applications.
The Principal Data Scientist will work closely with cross-functional stakeholders, engineers, and leadership to drive innovation through scalable AI solutions and production-ready machine learning systems.
Key responsibilities include:
Designing and developing advanced machine learning and deep learning models
Building solutions leveraging Large Language Models (LLMs), Generative AI, NLP, and Computer Vision
Architecting scalable AI and ML pipelines from experimentation through production deployment
Developing and optimizing models through fine-tuning, prompt engineering, and inference optimization
Building end-to-end machine learning workflows including data ingestion, feature engineering, training, evaluation, deployment, and monitoring
Translating complex data science methodologies into actionable insights and business strategies
Partnering with business leaders to identify opportunities where AI can drive innovation and operational efficiency
Communicating technical concepts and model outcomes to both technical and non-technical stakeholders
Mentoring data scientists and helping establish best practices for model development and MLOps
Strong expertise in Artificial Intelligence and Machine Learning, including:
Natural Language Processing (NLP)
Computer Vision (CV)
Generative AI
Deep Learning
Hands-on experience working with:
Large Language Models (LLMs)
Prompt engineering and model fine-tuning
Multi-agent AI architectures
Model optimization and inference efficiency
Experience building and deploying production-scale machine learning systems
Proficiency with modern ML frameworks and ecosystems such as:
Python
PyTorch or TensorFlow
Hugging Face
LangChain or similar LLM frameworks
Familiarity with MLOps practices, scalable AI infrastructure, and data pipelines
Curious and Innovative: Passionate about solving complex business problems using data and AI
Ownership and Initiative: Ability to drive projects from concept through deployment
Business Acumen: Understanding of how AI and machine learning solutions support business outcomes
Effective Communication: Ability to explain technical models and AI methodologies to non-technical audiences
Collaborative Leadership: Ability to work effectively across engineering, product, and business teams
Master’s or Ph.D. in a quantitative field such as:
Computer Science
Data Science
Statistics
Engineering
Applied Mathematics
Economics
Experience developing and deploying Generative AI or deep learning models in production environments
Experience working with large-scale datasets and enterprise AI platforms
Augment Professional Services and our client partners are committed to fostering inclusive and diverse workplaces. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or any other legally protected characteristic in accordance with applicable laws.