AI Engineer

About the Company

Armada is an edge computing startup that provides computing infrastructure to remote areas where connectivity and cloud infrastructure is limited, as well as areas where data needs to be processed locally for real-time analytics and AI at the edge. We’re looking to bring on the most brilliant minds to help further our mission of bridging the digital divide with advanced technology infrastructure that can be rapidly deployed anywhere.

About the Role

At Armada, we are unlocking the limitless potential of AI to transform operations and improve lives in some of the most remote locations on Earth. From the expansive mines of Australia to the oil fields of Northern Canada, and the coffee plantations of Colombia, Armada offers a unique opportunity to tackle exciting AI and ML challenges on a global scale. We are actively seeking passionate AI Engineers with hands-on expertise across a range of domains, including real-time computer vision, statistical machine learning, natural language processing, transformers, control and navigation, reinforcement learning, and large-scale distributed AI systems.

Ideal candidates will possess strong skills in machine learning (ML), deep learning (DL), and real-time computer vision techniques. You will be responsible for building ML/DL models tailored to specific challenges, preparing datasets for testing, evaluating model performance, and deploying solutions in production environments. Familiarity with containerization, microservices architecture, and the ability to independently deploy ML models into production is essential.

If you are a self-driven individual with a passion for cutting-edge AI, we want to hear from you. Armada offers an unparalleled opportunity to confront some of the most thrilling AI and ML challenges in the world. Join our dynamic AI Engineering team as we deliver disruptive edge-compute systems capable of autonomous learning, prediction, and adaptation using vast, real-time datasets.

Location

This role is office-based and can be performed from Trivandrum, India.

What You'll Do (Key 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, leveraging existing algorithms from academic or industrial research and customizing to solve our specific use-cases.
• 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

Required Qualifications

• BS or MS degree in computer science/engineering or related technical field (or equivalent experience).
• 5+ years of industry experience in software development with good Python programming skills OR PhD with relevant skills.
• 3+ years of hands-on experience in one or more of the following areas: Deep Learning, LLMs, NLP, Computer Vision and Speech OR PhD with relevant skills.
• Familiarity with containers, numeric libraries, modular software design.
• Strong knowledge in fundamentals of machine learning
• Strong background in state-of-the-art DNN architectures (Transformers, CNN, R-CNN, RNN, BERT, GAN, autoencoders, etc.) and experience in deep learning frameworks such as PyTorch, Tensorflow, etc.
• Experience with solving and using machine learning for real-world problems.
• Good teamwork and interpersonal skills.

Preferred Experience / Skills

• PhD with 2+ years of industry experience in developing AI/ML solutions for solving real-world problems.
• Proven experience producing computationally efficient software to meet real-time requirements.
• Demonstrable experience in building, programming, and integrating software and hardware for autonomous or robotic systems.
• Background with container platforms such as Kubernetes.
• Strong analytical skills with a bias for action.
• Strong planning and organization skills to thrive in a fast-paced, dynamic environment.
• Solid written and oral communications skills.

You're a Great Fit if You're

• A go-getter with a growth mindset. You're intellectually curious, have strong business acumen, and actively seek opportunities to build relevant skills and knowledge
• A detail-oriented problem-solver. You can independently gather information, solve problems efficiently, and deliver results with a "get-it-done" attitude
• Thrive in a fast-paced environment. You're energized by an entrepreneurial spirit, capable of working quickly, and excited to contribute to a growing company
• A collaborative team player. You focus on business success and are motivated by team accomplishment vs personal agenda
• Highly organized and results-driven. Strong prioritization skills and a dedicated work ethic are essential for you

Equal Opportunity Statement

At Armada, we are committed to fostering a work environment where everyone is given equal opportunities to thrive. As an equal opportunity employer, we strictly prohibit discrimination or harassment based on race, color, gender, religion, sexual orientation, national origin, disability, genetic information, pregnancy, or any other characteristic protected by law. This policy applies to all employment decisions, including hiring, promotions, and compensation. Our hiring is guided by qualifications, merit, and the business needs at the time.

Citizenship Requirements

For select roles, due to the nature of our clientele and the technologies involved, there may be specific nationality or citizenship indicated in the required qualifications section. These roles may involve access to sensitive information that is subject to export control regulations or other legal restrictions. In such cases, employment offers will be contingent upon your ability to comply with these requirements.

Compensation & Benefits

For U.S. Based candidates: To ensure fairness and transparency, the starting base salary range for this role for candidates in the U.S. are listed below, varying based on location experience, skills, and qualifications. In addition to base salary, this role will also be offered equity and subsidized benefits (details available upon request).

For India-based candidates: We offer a competitive base salary along with equity options, providing an opportunity to share in the success and growth of Armada.