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
Equal Employment Opportunity Statement
All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.
Job candidates will not be obligated to disclose sealed or expunged records of conviction or arrest as part of the hiring process.
Accenture is committed to providing veteran employment opportunities to our service men and women.
Please read Accenture’s Recruiting and Hiring Statement for more information on how we process your data during the Recruiting and Hiring process.
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.