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Computer Vision AI Engineer
2 months ago
Computer Vision AI engineer Ecolab is looking for an experienced computer vision AI engineer to be part of a dynamic team that's at the forefront of technological innovation. We're leveraging cutting-edge AI to create novel solutions that optimize operations for our clients, particularly within the restaurant industry. Our work is transforming how restaurants operate, making them more efficient and sustainable. What's in it for you: As a key player in our new division, you'll have the unique opportunity to shape its culture and direction. Impact the success of our innovative projects and help define the future of our product offerings Experience the best of both worlds with this team at Ecolab: the agility and creativity of a startup paired with the stability and resources of a global leader. Our collaborative environment fosters innovation while providing the support and security you need to thrive. What you will do: Aid in creating product roadmap by informing key technical decisions and best practices for Vision AI use Develop and implement computer vision algorithms using libraries such as OpenCV and frameworks for CNNs (Convolutional Neural Networks) for object detection, tracking, and image classification Apply supervised and unsupervised machine learning algorithms for tasks like classification, regression, and anomaly detection Oversee the MLOps lifecycle including data collection, labeling, model training, evaluation, inference, refinement, and monitoring Collaborate with cross-functional teams to integrate vision systems with hardware and software platforms, ensuring high performance and reliability Conduct research on state-of-the-art recognition techniques and stay current with industry trends Minimum Qualifications 10 years of work experience with a specialization in computer vision or machine learning Vision AI Proficiency in Python programming Strong knowledge of core computer vision algorithms and libraries like OpenCV Experience with convolutional neural networks for computer vision tasks Solid understanding of supervised and unsupervised machine learning algorithms Expertise in MLOps, covering the full model lifecycle Proven experience in collecting, cleaning, and organizing large datasets for training and testing models Demonstrated ability to implement and fine-tune computer vision models for various item classes No immigration sponsorship available for this position Preferred Qualifications Advanced degree (MS/PhD) in Computer Science, Electrical Engineering, Applied Mathematics Experience with advanced object detection frameworks like YOLO and Roboflow Experience using PyTorch, AutoML and similar model training frameworks Familiarity with Azure Machine Learning and Azure Vision AI Experience with containerization tools like Docker and orchestration with Kubernetes Proven experience deploying distributed Cloud & Edge solutions Knowledge of multi-modal language models like GPT-4V and specialized language models like the Phi family Interest in collaborating with partners outside of core team / organization Openness to experimental approaches typical of tech start-ups * Benefits / comp package and disclosures to be added following discussion / alignment with HR Benefits Ecolab strives to provide comprehensive and market-competitive benefits to meet the needs of our associates and their families.Click here to see our benefits. If you are viewing this posting on a site other than our Ecolab Career website, view our benefits at jobs.ecolab.com/working-here. Covid-19 Vaccine Notice Due to local mandates and customer requirements, applicants for certain customer-facing positions must be fully vaccinated (which in some situations requires a booster if eligible), unless a religious or medical accommodation is requested by the applicant and approved by Ecolab. Americans with Disabilities Act (ADA) Ecolab will provide reasonable accommodation (such as a qualified sign language interpreter or other personal assistanc ) with our application process upon request as required to comply with applicable laws. If you have a disability and require accommodation assistance in this application process, please visit the Recruiting Support link in the footer of each page of our career website. Our Commitment to Diversity and Inclusion At Ecolab, we believe the best teams are diverse and inclusive, and we are on a journey to create a workplace where every associate can grow and achieve their best. We are committed to fair and equal treatment of associates and applicants. We recruit, hire, promote, transfer and provide opportunities for advancement on the basis of individual qualifications and job performance. In all matters affecting employment, compensation, benefits, working conditions, and opportunities for advancement, we will not discriminate against any associate or applicant for employment because of race, religion, color, creed, national origin, citizenship status, sex, sexual orientation, gender identity and expressions, genetic information, marital status, age, disability, or status as a covered veteran. In addition, we are committed to furthering the principles of Equal Employment Opportunity (EEO) through Affirmative Action (AA). Our goal is to fully utilize minority, female, disabled and covered veteran individuals at all levels of the workforce. Ecolab is a place where you can grow your career, own your future and impact what matters. We will consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the City of Los Angeles Fair Chance Initiative for Hiring Ordinance and the San Francisco Fair Chance Ordinance.
