Machine Learning Engineer Specialist

5 days ago

Bukit Merah, Singapore Hewlett Packard Full time

**Job Summary**
- This role is responsible for specializing in development and deployment of machine learning software that drive innovation and business value. The role researches and implements appropriate ML algorithms and tools, runs machine learning tests and experiments, and trains and retrains systems when necessary. The role contributes to deploying models in production environments and ensuring their seamless integration.

**Responsibilities**
- Develops and programs integrated software solutions, especially 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.
- Spearheads the design of 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.

**Knowledge & Skills**
- Agile Methodology
- Algorithms
- Amazon Web Services
- Apache Spark
- Artificial Intelligence
- Automation
- Big Data
- C++ (Programming Language)
- Computer Science
- Data Science
- Deep Learning
- Java (Programming Language)
- Machine Learning
- Microsoft Azure
- Natural Language Processing
- 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 team or project 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**
- Sustainable impact is HP’s 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 - to create technology that makes life better for everyone, everywhere._
- HP is a Human Capital Partner - we commit to human capital development and adopting progressive workplace practices in Singapore._

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