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Internship Deep Reinforcement Learning information
What types of projects or tasks can I expect to work on during a Deep Reinforcement Learning internship?
What is an internship in Deep Reinforcement Learning?
What are the key skills and qualifications needed to thrive as an Intern in Deep Reinforcement Learning, and why are they important?
What is the difference between Internship Deep Reinforcement Learning vs Data Science Intern?
| Aspect | Internship Deep Reinforcement Learning | Data Science Intern |
|---|---|---|
| Required Skills | Machine learning, programming (Python), reinforcement learning concepts | Statistics, data analysis, programming (Python/R), data visualization |
| Work Environment | Research labs, AI companies, tech startups | Business analytics, tech firms, consulting agencies |
| Industry Usage | AI research, robotics, autonomous systems | Business intelligence, marketing, finance |
Internship Deep Reinforcement Learning focuses on developing algorithms that enable systems to learn through trial and error, often in AI research or robotics. Data Science Internships involve analyzing data to extract insights and support decision-making. While both roles require programming skills, reinforcement learning emphasizes AI-specific techniques, whereas data science centers on statistical analysis and data visualization.
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Full-time
Re-posted 20 days ago
Job description
Description
Auzmor is redefining workforce training by seamlessly integrating human and robotic skill development to empower the hybrid workforce of tomorrow. As a Robotics & AI Research Engineer in our Robotics Division, you will lead pioneering research to enhance robotic capabilities through advanced artificial intelligence, focusing on areas such as autonomous decision-making, object recognition, and natural language processing for human-robot interaction. You will develop state-of-the-art machine learning models, reinforcement learning algorithms, and computer vision solutions to drive Auzmor's end-to-end hybrid workforce training platform. Collaborating with robotics software, simulation, and compliance teams, you will create AI-driven training modules, proprietary algorithms, and skill development tools, ensuring robust integration with robotic systems for applications in manufacturing, logistics, and healthcare.
This role is essential to achieving Auzmor's mission of delivering 25% improvement in human-robot efficiency, addressing the 35% skills gap in human-robot collaboration, and maintaining a 2-3 year lead in the $45B robotic training market by 2028, growing to $100B by 2030.
Key Responsibilities
• System Architecture: Design and architect scalable, robust software systems in Python, C++, and ROS 2 for robotic autonomy, perception, and control, ensuring integration with Auzmor's hybrid training platform.
• Perception and Autonomy Leadership: Oversee the development of advanced perception systems, leveraging computer vision (e.g., OpenCV), sensor fusion, and neural policies for complex tasks like dynamic grasping or patient assistance.
• Skill Creation Strategy: Lead the development of no-code Task Creator UI and behavior tree frameworks, enabling enterprise clients to create task-specific skills for deterministic and adaptive applications.
• Simulation and Validation: Architect simulation pipelines in NVIDIA Isaac Sim, achieving 95% task success and 0.1% collision rates; lead real-world validation for pilot deployments with enterprise clients.
• Fleet Monitoring and Retraining: Design and implement real-time telemetry and anomaly detection systems using AWS IoT Greengrass, addressing 5% failure rates and enabling continuous learning for neural policies and behavior trees.
• Compliance Leadership: Ensure software meets OSHA, EU AI Act, and ISO 10218 standards, driving digital badge generation and audit-ready compliance records for global regulations.
• Team Leadership: Mentor mid-level and junior engineers, lead cross-functional teams (AI, simulation, compliance), and drive technical strategy for robotic training pilots and full-scale deployments.
• Strategic Collaboration: Work with enterprise clients and partners (e.g., NVIDIA, AWS) to customize solutions, align with pilot feedback, and scale to fleets of 100+ robots.
• Innovation: Contribute to R&D initiatives, exploring new algorithms, neural policies, or reinforcement learning techniques to maintain Auzmor's 2-3 year lead in hybrid training.
Requirements
• Education: Bachelor's, Master's, or Ph.D. in Computer Science, Robotics, Electrical Engineering, or a related field.
• Experience:
• 8+ years of experience in robotics software development, with a focus on system architecture, autonomy, or perception.
• Extensive expertise in Python, C++, and ROS 2; deep proficiency with OpenCV, TensorFlow, or PyTorch.
• Proven track record of leading complex robotics projects, including real-time systems, embedded software, and large-scale sensor integration.
• Experience with simulation platforms (e.g., NVIDIA Isaac Sim, Gazebo) and IoT frameworks (e.g., AWS IoT Greengrass) is required.
• Technical Skills:
• Expert knowledge of algorithms for navigation, path planning, and human-robot interaction.
• Deep experience with behavior trees, neural policies, and reinforcement learning for robotic applications.
• Ability to architect scalable systems for fleets of 100+ robots, ensuring reliability and compliance.
• Soft Skills: Exceptional leadership, strategic thinking, and communication skills to guide teams, influence stakeholders, and collaborate with enterprise clients.
• Preferred: Experience in manufacturing, logistics, or healthcare robotics; expertise in compliance standards (OSHA, EU AI Act, ISO 10218); prior leadership in robotic training or fleet management projects.
Why Needed
The Senior Robotics Software Engineer is a linchpin for Auzmor's Robotics Division, driving the architectural and strategic foundation of our hybrid workforce training platform. This role is essential for Phase 2 (2025) milestones, including 5 robotic training pilots with $500K revenue, and Phase 3 (2026) goals of neural policy integration, anomaly detection, and $2M ARR with 15 clients. By addressing the 35% skills gap, ensuring 99% fleet uptime, and leading compliance efforts, this position positions Auzmor to dominate the $45B robotic training market by 2028 and grow to $100B by 2030.
Why Auzmor?
• Impact: Be part of a 2-3 year lead in hybrid workforce training, working with 100+ enterprise clients, including Fortune 500 companies.
• Innovation: Leverage Auzmor's 6-year AI/ML stack, ROS 2-compatible platform, and partnerships with NVIDIA and AWS to build state-of-the-art robotics solutions.
• Growth: Join a team targeting $18M ARR in 2025 and $27.2M by 2028, with opportunities to shape a rapidly expanding industry.
• Culture: Collaborate with a dream team, including our CPO and VP of Robotics, in a dynamic, mission-driven environment.
Location
Des Mones, Iowa, USA
Compensation
Competitive salary, equity options, and comprehensive benefits
Auzmor is an equal-opportunity employer committed to diversity and inclusion. We encourage applications from all qualified candidates.
About Auzmor
Sourced by ZipRecruiter
Industry
Software development
Company size
51 - 200 Employees
Headquarters location
West Des Moines, IA, US
Year founded
2017