Company Description
Another Reality Studio (ARS) is an immersive technology consultant specializing in strategic technology planning and rapid prototyping development. We work with a diverse range of clients, from startups to Fortune 100 companies, to integrate cutting-edge technologies into their operations. Our mission is to provide expertise in XR, AI, and digital twin technologies, ensuring minimal change to our customers’ existing processes while maximizing their product potential.
Role Description
This is a full-time remote role for a Senior AI ML/DL Engineer at Another Reality Studio. As a Sr AI ML/DL Engineer, you will be responsible for developing and implementing AI algorithms, conducting research in pattern recognition and neural networks, collaborating with software development teams, and working on Natural Language Processing (NLP) projects. You will be responsible for designing, developing, and deploying sophisticated AI models to solve complex problems. You will leverage your expertise in ML, DL, and RL to create innovative solutions that enhance our product offerings and drive business value. This role requires expertise in AI deep learning, machine learning algorithms- it is a bonus if the candidate has experience with robotics, multiple frameworks in the space (NVIDIA tools), training synthetic data, and simulations. Also a bonus (not required) if you are located in Missouri near St. Louis or Kansas City.
Key Responsibilities-
-Design, develop, and train AI, ML, and DL models for various applications, ensuring high performance and scalability.
-Develop and implement neural networks, including Physics-Informed Neural Networks (PINN), for various applications.
-Generate and work with synthetic data to train and test models.
-Analyze large datasets to extract meaningful insights and inform model development.
-Perform data preprocessing, feature engineering, and data augmentation to enhance model accuracy.
-Implement and fine-tune algorithms for reinforcement learning, including imitation learning and policy optimization.
-Design and optimize machine learning algorithms tailored for various domains, including robotics.
-Work closely with cross-functional teams, including data scientists, engineers, and product managers, to understand business requirements and translate them into technical solutions.
-Participate in code reviews, team meetings, and collaborative brainstorming sessions.
-Document and present findings, providing clear recommendations and next steps.
- Model Evaluation and Deployment
-Evaluate model performance using appropriate metrics and methodologies, iteratively improving models based on feedback and results.
-Deploy AI models into production environments, ensuring robustness, scalability, and maintainability.
-Conduct quick R&D proof of concept projects to validate ideas and approaches.
- Documentation and Reporting
-Maintain comprehensive documentation of models, code, experiments, and processes to ensure reproducibility and knowledge sharing.
-Communicate findings and results to stakeholders through clear and concise reports and presentations.
Qualifications
- Strong background in Pattern Recognition and Neural Networks
- Proficiency in Computer Science and Software Development
- Experience in Natural Language Processing (NLP)
- Ability to develop and implement AI algorithms
- Excellent problem-solving and analytical skills
- Advanced degree in Computer Science, Artificial Intelligence, or related field
- Previous experience in XR, AR, VR, or 3D technologies is a plus
Education
- Bachelor's or Master's degree in Computer Science, AI, ML or a related field desired but not required if professional work is equivalent.
Experience
- Proven experience (4+ years) in AI development, with a strong focus on machine learning, deep learning, and reinforcement learning.
Technical Skills
- Proficiency in programming languages such as Python, R, or Java. Experience with AI/ML frameworks and libraries such as TensorFlow, Keras, PyTorch, Scikit-learn, and others.
- ISAAC SIM for model development and simulation.
Analytical Skills
- Excellent problem-solving skills and the ability to analyze complex datasets and derive actionable insights.
Communication
- Strong written and verbal communication skills, with the ability to explain technical concepts to non-technical stakeholders.
Team Player
• Proven experience with neural networks and machine learning algorithms.
• Familiarity with frameworks such as TensorFlow, PyTorch, and ISAAC SIM.
• Experience with synthetic data generation and usage.
Bonus
• Strong understanding of robotic systems, including creating and optimizing gaits.
• Ability to develop and implement robot policy models and pre-train discriminators.
Benefits
• Competitive salary and benefits package (salary commensurate with experience and location).
• Opportunities for professional growth and development.
• Work on cutting-edge technology projects with leading industry experts.
• Flexible working arrangements, including remote work options.
How to Apply
Interested candidates are invited to submit their resume and a cover letter detailing their relevant experience and why they are a good fit for this role to Brad@AnotherReality.Studio
Join ARS and be part of a team that is pushing the boundaries of technology to create innovative solutions for our clients. We look forward to hearing from you!