Software Architect - MLOps at Sysco LABS Sri Lanka

Are you a seasoned software architect with a passion for Machine Learning Operations (MLOps)? Do you thrive in a fast-paced, innovative environment? Sysco LABS Sri Lanka is seeking a talented and experienced Software Architect - MLOps to join our growing team. As a global leader in the foodservice industry, Sysco relies on cutting-edge technology to power its end-to-end operations. This role offers the opportunity to shape the future of MLOps at Sysco, ensuring that our machine learning and AI models are developed, deployed, and managed in a secure, compliant, and efficient manner.

Role Overview

As the Software Architect - MLOps, you will be responsible for defining the MLOps platform, tools, processes, and operational controls that support the entire model lifecycle. You will work closely with Data Platform Engineering to lead CI/CD automation and model lifecycle governance. Furthermore, you will lead the Communities of Practice (COPs) for Data Scientists and MLOps Engineers, fostering standardization, scalability, and innovation across the enterprise.

This is a leadership role that requires a strong technical background, excellent communication skills, and the ability to collaborate with cross-functional teams. You will play a critical role in driving the adoption of MLOps best practices and ensuring that our machine learning initiatives deliver maximum value to the business.

A Day in the Life

Here's a glimpse into what a typical day might look like for the Software Architect - MLOps:

• Morning: Begin the day by reviewing the performance of existing machine learning models and identifying any areas for improvement. Participate in a stand-up meeting with the MLOps team to discuss priorities and address any roadblocks.
• Mid-day: Meet with Data Scientists to understand their model development needs and provide guidance on MLOps best practices. Collaborate with Data Platform Engineering to refine CI/CD pipelines and improve model deployment automation.
• Afternoon: Lead a Community of Practice (COP) session for MLOps Engineers, sharing updates on new tools and technologies and fostering knowledge sharing. Work on the MLOps roadmap, prioritizing initiatives based on business needs and technical feasibility.
• Late Afternoon: Evaluate new MLOps tools and technologies, conducting proof-of-concept (POC) testing to assess their suitability for the Sysco environment. Prepare a presentation for senior management on the progress of the MLOps program.

Why Colombo, Sri Lanka?

Sysco LABS Sri Lanka is located in Colombo, a vibrant and growing city that offers a high quality of life. Colombo is a hub for technology and innovation, with a thriving community of software engineers and data scientists. The city offers a rich cultural experience, with beautiful beaches, historical sites, and delicious cuisine. Working at Sysco LABS in Colombo provides the opportunity to be part of a global team while enjoying the benefits of living in a dynamic and affordable city.

Career Path

The Software Architect - MLOps role offers a clear path for career advancement within Sysco. You could potentially move into roles such as:

• Principal Architect: Lead the architecture for a broader range of systems and technologies.
• Director of Engineering: Manage a team of engineers and oversee the development of multiple projects.
• VP of Technology: Lead the technology strategy for a specific business unit or function.

Sysco is committed to providing its employees with opportunities for growth and development. We offer a variety of training programs and resources to help you advance your career.

Salary and Benefits

The estimated salary range for the Software Architect - MLOps role in Colombo, Sri Lanka is between $120,000 and $180,000 USD per year. The actual salary will be commensurate with experience and qualifications. Sysco also offers a comprehensive benefits package, including:

• Health insurance (medical, dental, vision)
• Paid time off (vacation, sick leave, holidays)
• Retirement plan (401k or equivalent) with company match
• Employee stock purchase plan
• Life insurance and disability coverage
• Flexible spending accounts (FSA)
• Health savings accounts (HSA)
• Wellness programs
• Employee assistance program (EAP)
• Professional development opportunities
• Tuition reimbursement
• Employee discounts on Sysco products and services

Sysco Culture

Sysco is a company that values its employees. We are committed to creating a diverse and inclusive workplace where everyone feels valued and respected. We believe in teamwork, collaboration, and innovation. We encourage our employees to take ownership of their work and to make a difference in the business. Sysco is a great place to work if you are looking for a challenging and rewarding career.

How to Apply

If you are interested in applying for the Software Architect - MLOps role at Sysco LABS Sri Lanka, please submit your resume and cover letter through our online application portal. Be sure to highlight your experience with MLOps, data science, and cloud computing. We look forward to hearing from you!

Frequently Asked Questions (FAQ)

1. What is MLOps? MLOps is a set of practices that aims to automate and streamline the machine learning lifecycle, from development to deployment and monitoring.
2. What are the key benefits of MLOps? MLOps helps to improve the speed, reliability, and scalability of machine learning deployments. It also helps to ensure compliance with data governance and security policies.
3. What tools and technologies are used in MLOps? Common MLOps tools and technologies include Docker, Kubernetes, MLflow, TensorFlow, PyTorch, and cloud-based ML platforms (e.g., AWS SageMaker, Azure Machine Learning, Google AI Platform).
4. What is CI/CD in the context of MLOps? CI/CD (Continuous Integration/Continuous Delivery) is a set of practices that automates the process of building, testing, and deploying machine learning models.
5. What is model lifecycle management? Model lifecycle management is the process of managing the entire lifecycle of a machine learning model, from development to deployment, monitoring, and retraining.
6. What is data governance? Data governance is the process of managing the quality, security, and availability of data.
7. What is data security? Data security is the process of protecting data from unauthorized access, use, disclosure, disruption, modification, or destruction.
8. What is a Community of Practice (COP)? A Community of Practice (COP) is a group of people who share a common interest or expertise and who learn from each other through regular interaction.
9. What are the qualifications for the Software Architect - MLOps role? The ideal candidate will have a Bachelor's degree in Computer Science, Data Science, or a related field, 10+ years of experience in software engineering with a focus on machine learning and data science, and 5+ years of experience in building and managing MLOps platforms.
10. What are the responsibilities of the Software Architect - MLOps role? The Software Architect - MLOps is responsible for leading the strategy, design, and operation of the enterprise MLOps platform, defining the MLOps platform, tools, processes, and operational controls, and leading the Communities of Practice (COPs) for Data Scientists and MLOps Engineers.