AI/ML Computational Scientist, CL10/9

This is a fully remote position, open to applicants in Wisconsin.

📋 Description

• Translate real-world challenges into effective, efficient, and scalable AI and machine learning solutions.

• Create and execute machine learning algorithms, models, and computational systems.

• Design and construct scalable data pipelines to facilitate model training and production utilizing DevOps and MLOps methodologies.

• Tailor and implement deep learning and generative AI models for business applications based on organizational needs, data availability, and system and infrastructure specifications, including edge devices and high-performance computing (HPC).

• Participate in the research and development of novel AI and high-performance computing algorithms, models, and simulations, applying them to intricate business challenges at client locations.

• Manage large datasets and employ data preprocessing techniques for both training and production purposes.

• Establish and sustain efficient data storage and retrieval systems for models and knowledge.

• Advocate for the value of modeling approaches in addressing business challenges.

• Collaborate with business and technical teams, including users, use case representatives, business stakeholders, engineers, architects, and UI designers to fulfill end-to-end project objectives and integrate solutions into production.

⛳️ Requirements

• A Bachelor's Degree or its equivalent.

• At least 3 years of experience as a machine learning engineer or scientist, with a focus on deploying models in a production environment at scale, including aspects such as monitoring, alerting, automatic bug filing, and auditing.

• A minimum of 3 years of experience applying the theoretical principles of computer science, including computer system architecture, systems engineering, and programming.

• At least 1 year of experience with distributed computing systems and architecture, covering areas like big data, high-performance computing, engineering simulations, scientific computing, grid and cloud computing, and distributed networks.

• A minimum of 1 year of experience in building and deploying AI/ML-based software in a cloud environment.

• Preferred: Proficiency in Python and familiarity with Python-based AI/ML frameworks, along with relevant libraries and frameworks such as TensorFlow and PyTorch.

• Preferred: Experience working with language models, including LLM APIs, and optimizing their application for specific uses.

• Preferred: Proficiency in Python, C++, Java, R, and SQL.

• Preferred: Excellent written and verbal communication skills with the ability to convey complex technical concepts to non-technical audiences.

• Preferred: Strong client-facing skills in a consulting context.

• Preferred: Effective cross-functional collaboration skills with both internal and client teams.

• Preferred: An entrepreneurial mindset characterized by curiosity and a passion for emerging technologies and innovation.

• Preferred: A Master's or PhD in a relevant field, such as computer science or engineering.

🏝️ Benefits

• Full-time employment.