... Intern to help build the world modeling layer of our autonomy stack. You will work hands-on with NVIDIA Cosmos3, curating real-world industrial video data from our customer facilities and fine-tuning ...
... Intern to help build the world modeling layer of our autonomy stack. You will work hands-on with NVIDIA Cosmos3, curating real-world industrial video data from our customer facilities and fine-tuning ...
Data Curation Intern information
What does a data curation intern do?
A Data Curation Intern assists with organizing, cleaning, and managing data sets to ensure their quality and usability for research, analysis, or business operations. Their tasks often include validating data accuracy, annotating and labeling data, updating metadata, and supporting the development of data management protocols. This role helps ensure that data is reliable, well-documented, and easily accessible for colleagues and stakeholders.
What are the key skills and qualifications needed to thrive as a data curation intern?
To thrive as a Data Curation Intern, you need a solid understanding of data management principles, attention to detail, and familiarity with data organization, typically supported by coursework in information science or related fields. Proficiency with database systems, spreadsheet software (like Excel), and data visualization tools is often required. Strong analytical thinking, problem-solving, and effective communication are valuable soft skills in this role. These skills ensure accurate, organized, and accessible data, which are crucial for supporting research and business decision-making.
What are some common challenges faced by data curation interns when handling large datasets, and how can they be addressed?
Data Curation Interns often encounter challenges such as inconsistent data formats, missing values, and duplicate records when working with large datasets. Addressing these issues typically involves using data cleaning tools, developing scripts to standardize formats, and collaborating closely with data engineers or analysts to ensure data integrity. Proactive communication and a systematic approach to documenting changes are essential for maintaining data quality and supporting downstream analysis.
What is the difference between Data Curation Intern vs Data Analyst Intern?
| Aspect | Data Curation Intern | Data Analyst Intern |
|---|---|---|
| Required Skills | Data management, organization, basic database knowledge | Data analysis, statistical skills, Excel, visualization tools |
| Work Environment | Data repositories, research labs, data teams | Business, finance, marketing departments |
| Typical Tasks | Data cleaning, metadata creation, data quality checks | Data analysis, reporting, trend identification |
The Data Curation Intern focuses on organizing and maintaining data quality, ensuring datasets are accurate and well-structured. In contrast, the Data Analyst Intern interprets data to generate insights and support decision-making. Both roles require familiarity with data tools, but their core responsibilities differ in scope and purpose.
What are the most commonly searched types of Data Curation jobs in Texas? The most popular types of Data Curation jobs in Texas are:
What are popular job titles related to Data Curation Intern jobs in Texas? For Data Curation Intern jobs in Texas, the most frequently searched job titles are:
What job categories do people searching Data Curation Intern jobs in Texas look for? The top searched job categories for Data Curation Intern jobs in Texas are:
Full-time
Posted 9 days ago
Job description
Job Title: Autonomy Software Engineering Intern, World Modeling
Department: Robotics Software Engineering
Employment Type: Internship, Fall 2026
FLSA: Exempt
Location: Houston, TX - Onsite
Persona AI is developing and commercializing rugged, multi-purpose humanoid robots that perform real work. Persona's founding team has a decades-long history in humanoid robotics, bionics, and product development delivering robust hardware that has touched the stars, worked miles below the surface of the ocean, and even roamed Disney Parks. Our mission is focused squarely on shipping beautiful, reliable products at massive scale, while building a customer-focused team to achieve these aims.
We're looking for an Autonomy Software Engineering Intern to help build the world modeling layer of our autonomy stack. You will work hands-on with NVIDIA Cosmos3, curating real-world industrial video data from our customer facilities and fine-tuning models to give our humanoid robots a grounded understanding of the environments they operate in.
This is a paid summer internship based in Houston, TX. You will report to the Behavior Coordination Lead and work directly with the autonomy team alongside our machine learning, perception, and simulation engineers.
Your Role
Persona AI embraces diversity and equal opportunity in a serious way. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. The more inclusive we are, the better our work will be.
Department: Robotics Software Engineering
Employment Type: Internship, Fall 2026
FLSA: Exempt
Location: Houston, TX - Onsite
Persona AI is developing and commercializing rugged, multi-purpose humanoid robots that perform real work. Persona's founding team has a decades-long history in humanoid robotics, bionics, and product development delivering robust hardware that has touched the stars, worked miles below the surface of the ocean, and even roamed Disney Parks. Our mission is focused squarely on shipping beautiful, reliable products at massive scale, while building a customer-focused team to achieve these aims.
We're looking for an Autonomy Software Engineering Intern to help build the world modeling layer of our autonomy stack. You will work hands-on with NVIDIA Cosmos3, curating real-world industrial video data from our customer facilities and fine-tuning models to give our humanoid robots a grounded understanding of the environments they operate in.
This is a paid summer internship based in Houston, TX. You will report to the Behavior Coordination Lead and work directly with the autonomy team alongside our machine learning, perception, and simulation engineers.
Your Role
- Design and implement autonomy and behavior coordination algorithms for an industrial humanoid platform
- Work with manipulation, locomotion, and perception engineers to integrate robot skills into autonomous robot behaviors
- Implement data curation pipelines that enable our robots to understand a variety of real-world industrial tasks.
- Develop synthetic data generation pipelines for post-training of humanoid world models
- Design and implement pipelines for autonomous behavior evaluation, benchmarking, and regression testing
- Turn raw industrial video footage (shipyards, steel fabrication, welding cells) into structured, high-quality training data.
- Design and evaluate reasoning benchmarks that measure how well a fine-tuned world model grounds language queries in real shipyard and fabrication-plant scenes.
- Currently pursuing a BS, MS, or PhD in Robotics, Computer Science, Machine Learning, Electrical Engineering, or a related field; recent graduates are also welcome.
- Hands-on experience training, fine-tuning, or evaluating modern deep learning models in PyTorch.
- Strong Python skills; comfortable writing data processing scripts, training loops, and evaluation harnesses.
- Working familiarity with at least one vision-language model, large language model, or video understanding model.
- Practical experience building data pipelines: ingestion, filtering, labeling workflows, deduplication, train/val/test splits.
- Comfortable working in Linux environments with Git, containers (Docker), and cloud GPU infrastructure.
- Self-directed and able to make steady progress on an open-ended research problem with weekly check-ins rather than daily direction.
- Direct experience with NVIDIA Cosmos or comparable world foundation models.
- Exposure to NVIDIA Isaac Sim, Omniverse, or OpenUSD for synthetic data generation and scene variability.
- Familiarity with humanoid or mobile-manipulator robotics, ROS/ROS 2, and the broader autonomy stack.
- Experience with motion capture data, egocentric video capture, or first-person dataset construction.
- Exposure to behavior trees, task and motion planning, or LLM-driven planning architectures.
- 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.
- You'll work on technology that's redefining the possibilities of robotics and human interaction.
- Work alongside passionate teammates who value diversity, creativity, and continuous learning.
- Enjoy full access to advanced prototyping tools, labs, and the freedom to experiment and innovate.
- We offer competitive intern compensation, a flexible work environment, and meaningful technical mentorship.
Persona AI embraces diversity and equal opportunity in a serious way. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. The more inclusive we are, the better our work will be.