Job Summary :
Armada is an edge computing startup focused on providing advanced technology infrastructure to remote areas. They are seeking an AI Engineer to tackle AI and ML challenges, build and deploy models, and work with real-time data to improve operations in various global locations.
Responsibilities :
• Translating business requirements into requirements for AI/ML models.
• Preparing data to train and evaluate AI/ML/DL models.
• Building AI/ML/DL models by applying state-of-the-art algorithms, especially transformers. In some cases, leverage existing algorithms from academic or industrial research.
• Testing, evaluating the AI/ML/DL models, benchmarking their quality, and publishing the models, data sets, and evaluations.
• Deploying the models in production by containerizing the models.
• Working with customers and internal employees to refine the quality of the models.
• Establishing continuous learning pipelines for models with online learning or transfer learning.
• Building and deploying containerized applications on the cloud or on-premise environments
Qualifications :
Required :
• BS or MS degree in computer science, computational science/engineering, or related technical field (or equivalent experience)
• 3+ years of work-related experience in software development with good Python, Java, and/or C/C++ programming skills
• Familiarity with containers, numeric libraries, modular software design
• Hands-on expertise with traditional statistical machine learning techniques as well as deep-learning and natural language processing modeling
• Expertise in supervised, unsupervised, and transfer learning techniques
• Hands-on expertise in machine learning techniques and algorithms with a strong background in state-of-the-art DNN architectures (Transformers, CNN, R-CNN, RNN, BERT, GAN, autoencoders, etc.) and experience in developing or using major deep learning frameworks (e.g., PyTorch, Tensorflow, etc.)
• Experience with solving and using machine learning for real-world problems
Preferred :
• Demonstrable experience in building, programming, and integrating software and hardware for autonomous or robotic systems
• Proven experience producing computationally efficient software to meet real-time requirements
• Background with container platforms such as Kubernetes
• Strong analytical skills with a bias for action
• Strong time-management and organization skills to thrive in a fast-paced, dynamic environment
• Solid written and oral communications skills
• Good teamwork and interpersonal skills
Company :
Armada provides modular data centers and edge compute solutions. Founded in 2022, the company is headquartered in San Francisco, USA, with a team of 201-500 employees. The company is currently Growth Stage.