Senior Machine Learning Engineer - Cloud & Model Deployment Specialist

Responsibilities:

• Develop and implement Machine Learning models, focusing on training process optimization, including parallelization.
• Design and build cloud-based data pipelines, integrating ML models into existing software solutions.
• Create and deploy inference endpoints (APIs) and optimize compute architectures and data structures.
• Implement logging and metric generation for models, ensuring comprehensive monitoring and addressing model degradation.
• Lead the deployment of machine learning models in Azure or AWS cloud environments, managing the full lifecycle from development to production.
• Build CI/CD pipelines for machine learning models using Azure or AWS tools to streamline deployment and updates.
• Collaborate with cross-functional teams to continuously improve and advance technologies and methods for ML systems.

Job Requirements:

• Strong proficiency in Python and relevant scripting languages, with experience in software devel-opment and scripting for Machine Learning.
• Expertise with ML libraries and frameworks (e.g., Pandas, Numpy, Scikit-Learn, TensorFlow, PyTorch, Databricks, MLFlow, dvc, dbt) and the ability to select the right tools for the use case.
• Proven experience in optimizing ML training processes, including parallelization techniques to improve model performance.
• Experience building inference endpoints (APIs) and managing compute architecture for efficient model inference and data handling.
• Skilled in implementing monitoring systems, including logging and metric generation for machine learning models.
• Knowledge of cloud platforms (Azure, AWS) for deploying machine learning models and managing model lifecycle, with a focus on addressing model degradation.
• Experience with CI/CD pipelines for ML, using tools such as Azure Pipelines, AWS CodePipeline, or similar.
• Familiarity with data science tools and best practices for ensuring high-quality and efficient ML workflows.

We offer:

• Competitive employee benefits, including comprehensive health insurance, dental and sports coverage, and opportunities for certified training.
• Flexibility in work arrangements, including home office options and flexible working hours.
• A positive, team-oriented environment that fosters mutual trust, creativity, and initiative.
• Opportunities for career growth within a global, innovative framework.
• A diverse, multicultural workplace with a strong emphasis on team collaboration and professional development.

Life at Arvato Systems Malaysia:

Are you ready to join a team that continuously nurtures creativity, champions entrepreneurship, and values every individual's contribution? Our agile and collaborative culture cultivates empowerment through ownership, trust, and respect. Within this environment, we innovate through value creation and delving into technology, shaping boundless possibilities in our ecosystem.

What's in it for YOU:

• Innovate Fearlessly: We fearlessly challenge the status quo. Innovation runs deep within our core, and we're continually seeking groundbreaking solutions. Your ideas matter, and we offer the platform for them to flourish.
• Invest in Growth: We prioritize your professional development with diverse learning, mentorship, and resources nurturing your growth through ample training opportunities.
• Work-Life Harmony: At our company, we prioritize work-life harmony, championing flexibility, and support to ensure your welfare. Your mental wellness is our priority. We're committed to fostering a healthy balance between work and personal life for a happier, healthier you.
• Attractive Benefits: Our flexible benefits package is designed to cater to your individual needs, complemented by exclusive perks such as Birthday Leave, Family Care Leave, and sponsored meals.
• Collaboration over Competition: Teamwork isn't just an idea here - it's our way of life.
• Thriving on Diversity: Embracing unique viewpoints and backgrounds, we ensure Equity and Inclusivity are at the heart of our success.
• Celebrate Success: From big wins to small victories, every achievement deserves its moment in the spotlight. From project milestones to personal goals and team triumphs, we're all about raising the flag high for success!
• Wellness & Well-being are Fundamental: We view wellness as more than personal health - it's the foundation of our caring, connected community. This emphasis on well-being drives our culture of rapid exploration and learning, propelling us forward together.
• Uniting through Fun: From annual company trips to quarterly team outings, we build trust and camaraderie by engaging in enjoyable activities together.
• Giving Back: Rooted in our values, we actively engage in initiatives supporting meaningful causes that benefit society. Our commitment to Corporate Responsibility is the cornerstone of our journey toward excellence.

Join Arvato Systems Malaysia for a transformative career journey. Our commitment to fair opportunities means we value skills and performance above all else - everyone is welcome to build a brighter future together.

About us

Global IT specialist Arvato Systems supports major companies through Digital Transformation. About 3,300 staff in over 25 locations epitomize in-depth technology expertise, industry knowledge, and focus on customer requirements. Working as a team, we develop innovative IT solutions, transition our clients into the Cloud, integrate digital processes, and take on IT systems operation and support.

Interested? Then send us your application! We welcome applications from people who contribute to the diversity of our company. Please feel free to send us your detailed application including certificates and your salary expectations.

Arvato Systems Malaysia Sdn Bhd