Machine Learning
4 weeks ago
Machine LearningDescription -Job Summary This role is responsible for designing and delivering machine learning software for various business applications. The MLE will collaborate with data scientists, data architects, and engineers to translate designs and specifications into scalable and robust solutions. They will optimize the performance and scalability of machine learning systems using cloud platforms or edge computing. The MLE will stay updated with the latest technological developments and trends in machine learning and generative AI. This role requires clear, articulate communication as the MLE is expected to present results and insights to internal and external stakeholders. Responsibilities Develops integrated software solutions, specifically in support of the development, deployment and life cycle of machine learning models. Trains and validates models using appropriate evaluation metrics and techniques. Optimizes and tunes hyperparameters to improve model performance and generalization. Deploys machine learning models to production environments, ensuring scalability, reliability, and efficiency. Monitors and maintains deployed models, making necessary updates to adapt to changing data or requirements. Designs ML systems, experiments with ML algorithms, and regularly trains systems for maximum efficiency. Designs, develops, tests, and maintains ML pipelines that efficiently produce scalable models. Cooperates with CI/CD teams to ensure seamless deployment of models to production. Partners with research and engineering teams to enhance automated model training techniques. Applies machine learning and statistical modeling techniques to business or research problems. Education & Experience Recommended Four-year or Graduate Degree in Computer Science, Statistics, Mathematics, Data Science, or any other related discipline or commensurate work experience or demonstrated competence. Typically has 4-7 years of work experience, preferably in computer programming languages, machine learning, algorithms, statistical methods, or a related field or an advanced degree with 3-5 years of work experience. Preferred Certifications AWS or Azure Certified Software Developer Knowledge & Skills Agile Methodology Algorithms Amazon Web Services Apache Spark Artificial Intelligence Automation Big Data C++ (Programming Language) Computer Science Data Science Deep Learning Generative AI Java (Programming Language) Machine Learning Microsoft Azure Services Natural Language Processing OpenAI foundation models and APIs Python (Programming Language) PyTorch (Machine Learning Library) Scikit-learn (Machine Learning Library) Software Engineering TensorFlow Cross-Org Skills Effective Communication Results Orientation Learning Agility Digital Fluency Customer Centricity Impact & Scope Impacts multiple teams and may act as a technical leader providing direction to team activities and facilitates information validation and team decision making process. Complexity Responds to moderately complex issues within established guidelines. Disclaimer
This job description describes the general nature and level of work performed in this role. It is not intended to be an exhaustive list of all duties, skills, responsibilities, knowledge, etc. These may be subject to change and additional functions may be assigned as needed by management.Sustainable impact is HP\xe2\x80\x99s commitment to create positive, lasting change for the planet, its people, and our communities. This serves as a guiding principle for delivering on our corporate vision \xe2\x80\x93 to create technology that makes life better for everyone, everywhere.HP is a Human Capital Partner \xe2\x80\x93 we commit to human capital development and adopting progressive workplace practices in Singapore.Job - SoftwareSchedule - Full timeShift - No shift premium (Singapore)Travel -Relocation -Equal Opportunity Employer (EEO) -HP, Inc. provides equal employment opportunity to all employees and prospective employees, without regard to race, color, religion, sex, national origin, ancestry, citizenship, sexual orientation, age, disability, or status as a protected veteran, marital status, familial status, physical or mental disability, medical condition, pregnancy, genetic predisposition or carrier status, uniformed service status, political affiliation or any other characteristic protected by applicable national, federal, state, and local law(s).Please be assured that you will not be subject to any adverse treatment if you choose to disclose the information requested. This information is provided voluntarily. The information obtained will be kept in strict confidence.If you\xe2\x80\x99d like more information about HP\xe2\x80\x99s or your EEO rights as an applicant under the law, please click here:
HP
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