AVEVA is a global leader in industrial software, providing innovative solutions utilized by thousands of enterprises to ensure the essentials of life—such as energy, infrastructure, chemicals, and minerals—are delivered safely, efficiently, and sustainably. We take pride in being the first software business worldwide to have our sustainability targets validated by the SBTi. We are recognized for our commitment to diversity, equity, and inclusion and have recently been named one of the world's most innovative companies. If you're an inquisitive and collaborative individual looking to make a significant impact through technology, we want to hear from you! Job Title: AI/ML New Graduate Work Type: Hybrid (3 days a week in office) Work Authorization: This position is intended for candidates who are eligible for full-time work authorization in the United States upon completion of their education. Office Location: Lake Forest, CA About the Role: We are seeking enthusiastic graduates to join our R&D team. In this exciting role, you will contribute to the development of AI capabilities for our existing products and assist in building cloud-native AI-enabling platform services. These services will form the foundational elements for AI adoption across AVEVA's extensive product portfolio and partner ecosystem. As part of a Scrum team, you will adopt a builder mindset to develop innovative, standards-compliant, and secure AI capabilities while embracing rapid prototyping and continuous improvement. Key Responsibilities: Collaborate with cross-functional teams to design, develop, and implement machine learning models and AI solutions for practical applications. Assist in collecting, preprocessing, and conducting exploratory data analyses to ensure the highest quality datasets for model training and evaluation. Implement, test, and optimize machine learning algorithms using frameworks like TensorFlow and PyTorch. Contribute to the refinement of AI pipelines involving data ingestion, feature engineering, model selection, and validation. Stay updated on the latest trends and techniques in AI and machine learning through literature reviews. Document technical processes, experiments, and results to support team knowledge sharing and reproducibility. Participate in code reviews, brainstorming sessions, and team meetings to promote a collaborative and innovative working environment. Present findings and analyses effectively to both technical and non-technical stakeholders. Desired Skills and Knowledge in AI/ML: A solid understanding of core AI and machine learning concepts, including supervised/unsupervised learning and model evaluation. Familiarity with algorithms like linear regression, decision trees, and neural networks. Proficiency in programming languages such as Python or R, along with relevant libraries like NumPy, pandas, and TensorFlow. Knowledge of data preprocessing techniques, feature selection, and visualization tools. Understanding of deep learning architectures and foundational concepts in generative AI. Awareness of emerging AI interoperability standards and their impact on interconnected AI systems. Ability to work with version control tools such as Git and familiarity with collaborative development practices. Strong problem-solving skills and attention to detail. Excellent communication skills, both written and verbal. Prior experience through internships, coursework, or projects in AI/ML is a significant plus. AVEVA requires all successful applicants to undergo and pass a drug screen before starting employment, adhering to federal laws and regulations. Salary Range: $69,900.00 - $116,700.00 This pay range represents the minimum and maximum compensation for this position, with final compensation varying based on work location, job experience, skills, and relevant educational background. Benefits: AVEVA offers a competitive salary, high-quality healthcare, a 401(k) plan with a 6% employer match, paid parental leave, and paid time off as well as flexible lifestyle benefits. AVEVA is an Equal Opportunity Employer committed to fostering an inclusive culture where all employees are treated with dignity and respect. We value the diverse expertise that individuals from different backgrounds bring to our team. Join AVEVA to create transformative technology that empowers our customers to engineer a better world!
