Machine Learning Engineer
Join Accenture and help transform leading organizations and communities around the world. The sheer scale of our capabilities, client engagements, and the way we collaborate, operate and deliver value provides an unparalleled opportunity to grow and advance. Choose Accenture, and make delivering innovative work part of your extraordinary career.
About the Role
Key Responsibilities
Design, develop, and operationalize machine learning models to support digital product features and analytics capabilities
Build and maintain end-to-end ML pipelines, including data preparation, model training, validation, and deployment
Develop and expose inference services via APIs for real-time and batch use cases
Implement model monitoring, performance evaluation, and lifecycle management practices
Optimize models and pipelines for scalability, reliability, and efficiency in production environments
Collaborate closely with cross-functional teams to translate business requirements into ML solutions
Maintain clear documentation across model design, processes, and deployment workflow
Required Qualifications
Strong programming skills in Python for model development and data processing
Hands-on experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn
Experience deploying models into production environments using APIs or containerized services
Familiarity with building data pipelines for feature engineering and model training
Understanding of MLOps practices, including CI/CD, monitoring, and automated workflows
Experience working with cloud platforms and distributed computing tools
Strong analytical and problem-solving skills with attention to detail
Preferred Qualifications
Experience with ML model monitoring tools and model drift detection
Knowledge of data versioning tools (e.g., DVC, MLflow)
Familiarity with microservices and container orchestration (e.g., Docker, Kubernetes)
Exposure to real-world ML deployment challenges and optimizations
About the Company / Team
Singapore
平等就业机会声明
所有聘用决定均不考虑年龄、种族、信仰、肤色、宗教、性别、国籍、血统、残疾状况、退伍军人身份、性取向、性别认同或表达、基因信息、婚姻状况、公民身份或任何其他受联邦、州或地方法律保护的因素。
求职者在招聘过程中没有义务披露已封存或已删除的定罪或逮捕记录。
埃森哲致力于为我们的男女军人提供退伍军人就业机会。
请阅读埃森哲的招聘和聘用声明，了解更多关于我们在招聘和聘用过程中如何处理您的数据的信息。
We work with one shared purpose: to deliver on the promise of technology and human ingenuity. Every day, more than 775,000 of us help our stakeholders continuously reinvent. Together, we drive positive change and deliver value to our clients, partners, shareholders, communities, and each other.
We believe that delivering value requires innovation, and innovation thrives in an inclusive and diverse environment. We actively foster a workplace free from bias, where everyone feels a sense of belonging and is respected and empowered to do their best work.
At Accenture, we see well-being holistically, supporting our people’s physical, mental, and financial health. We also provide opportunities to keep skills relevant through certifications, learning, and diverse work experiences. We’re proud to be consistently recognized as one of the World’s Best Workplaces™.
Join Accenture to work at the heart of change. Visit us at www.accenture.com.