AI Software Developer
4 days ago
At Roots Automation, Inc., our mission is to transform the future of work by developing innovative AI-powered Digital Coworkers. We're looking for a skilled AI Software Developer to join our team and contribute to the success of our automation product.
About Us:
We specialize in building fully autonomous Digital Coworkers that streamline tedious and repetitive tasks using natural language understanding and computer vision. Our platform makes automation accessible to everyone, enabling users to generate automations by describing tasks in simple English, while solving complex business problems with enterprise-grade results and performance.
About the Role:
As an AI Software Developer, you will be responsible for designing and developing machine learning systems to solve complex business problems and enhance the capabilities of InsurGPT. You will collaborate with software engineers and DevOps team members to deploy models into production environments and integrate them with existing systems. Your expertise will help us stay updated on the latest advancements in machine learning research and explore innovative approaches to drive continuous improvement.
Responsibilities:
- Develop machine learning systems to solve complex business problems and enhance the capabilities of InsurGPT.
- Collaborate with software engineers and DevOps team members to deploy models into production environments and integrate them with existing systems.
- Stay updated on the latest advancements in machine learning research and explore innovative approaches to drive continuous improvement.
- Work closely with cross-functional teams to understand requirements, prioritize tasks, and deliver solutions aligned with business objectives.
- Design and maintain systems to support strong SLAs on latency and uptime, while managing tradeoffs on resource consumption (CPU, GPU, memory, network).
- Improve our current MLOps infrastructure to streamline the deployment, monitoring, and oversight of our machine learning models.
- Monitor model performance in production environments and optimize system efficiency.
Qualifications:
- Graduate degree in Computer Science, Electrical Engineering, Mathematics, Statistics, or a related field.
- Proven experience as a Machine Learning Engineer or similar role, with a strong track record of developing and deploying machine learning models in production environments.
- Proficiency in Python and familiarity with machine learning libraries and frameworks such as PyTorch, Scikit-learn, Pandas, Numpy etc.
- Excellent knowledge and good practical skills in major ML algorithms as applied to large language models, traditional NLP, computer vision and information retrieval.
- Strong problem-solving skills, analytical thinking, and attention to detail, with the ability to translate business requirements into technical solutions effectively.
- Excellent written and verbal communication skills, with a strong emphasis on the written word.
- Demonstrated ability to work independently, prioritize tasks, and manage multiple projects simultaneously in a fast-paced and dynamic environment.
Estimated Salary: $120,000 - $180,000 per year, depending on location and experience.
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