What are the responsibilities and job description for the AI Developer position at Komatsu?
Komatsu is an indispensable partner to the construction, mining, forestry, forklift, and industrial machinery markets, maximizing value for customers through innovative solutions. With a diverse line of products supported by our advanced IoT technologies, regional distribution channels, and a global service network, we tap into the power of data and technology to enhance safety and productivity while optimizing performance. Komatsu supports a myriad of markets, including housing, infrastructure, water, pipeline, minerals, automobile, aerospace, electronics and medical, through its many brands and subsidiaries, includingTimberPro, Joy, P&H, Montabert, Modular Mining Systems, Hensley Industries, NTC, and Gigaphoton.
Job Overview
The AI Developer will play a crucial role in building, deploying, and optimizing AI models, focusing primarily on Generative AI, Machine Learning (ML), and other advanced AI techniques. This hands-on role involves working closely with data scientists, engineers, and cross-functional teams to develop and implement AI solutions that address key business challenges and support strategic initiatives.
Key Job Responsibilities
- Design, build, and implement AI solutions using Generative AI, Machine Learning, and other advanced AI techniques to solve complex business problems.
- Collaborate with data science and engineering teams to gather requirements, understand objectives, and design solutions that align with business goals.
- Participate in brainstorming sessions to identify new solutions and potential improvements.
- Train, fine-tune, validate, and optimize machine learning models for performance, scalability, and accuracy.
- Ensure that models are production-ready, robust, and capable of meeting operational demands.
- Work with data engineers to collect, preprocess, and clean structured as well as unstructured data for model development.
- Apply data augmentation, feature engineering, and transformation techniques to enhance data quality and improve model performance.
- Deploy AI models to production, monitor their performance, and work with the engineering team to implement feedback loops and continuous improvements.
- Troubleshoot and address issues with deployed models, ensuring high availability, reliability, and scalability.
- Stay up-to-date with the latest advancements in AI, particularly in Generative AI and ML, to recommend new tools and techniques.
- Conduct experiments to validate model approaches, optimizing for impact, efficiency, and business value.
- Document model development and deployment processes, code, and performance metrics.
- Promote best practices in AI development, including reproducibility, modularity, and adherence to ethical AI guidelines.
Qualifications / Requirements
Educational Background :
Experience :
Technical Skills :
Soft Skills & Competencies :
Additional Information
Komatsu is an Equal Opportunity Workplace and an Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.
