Senior Machine Learning Architect (Gen AI)

Avanade; Kuala Lumpur; On-site; MYR 80,000 - 120,000; Full time

Job summary

An established industry player is seeking a visionary Machine Learning Architect to spearhead the development of innovative AI/ML solutions. This role involves designing scalable architectures using Azure Machine Learning and OpenAI APIs, collaborating with cross-functional teams, and ensuring compliance with ethical AI practices. The ideal candidate will possess a robust understanding of machine learning frameworks and a passion for integrating cutting-edge technologies into business workflows. Join a dynamic team dedicated to transforming industries through advanced AI capabilities and enjoy exceptional growth opportunities in a collaborative environment.

Benefits

Training and Development Programs

Career Advisor

Diverse and Inclusive Culture

Global Collaboration Opportunities

Qualifications

• Deep understanding of machine learning frameworks and AI solution architecture.
• Experience with scalable enterprise-grade AI systems.

Responsibilities

• Architect and design end-to-end AI/ML solutions leveraging Azure ML.
• Collaborate with teams to develop and fine-tune machine learning models.

Skills

Machine Learning

Azure Machine Learning

OpenAI APIs

Python

TensorFlow

PyTorch

Scikit-learn

MLOps

Data Privacy

API Development

Education

Bachelor's Degree in Computer Science

Master's Degree in AI or ML

Tools

Azure Data Factory

Azure Synapse

Azure Cognitive Services

Spark

Databricks

Job description

We are seeking a highly skilled and visionary Machine Learning Architect to lead the design, development, and deployment of cutting-edge AI/ML solutions using Azure Machine Learning, OpenAI APIs, and Generative AI technologies.

Come Join Us
The ideal candidate will possess a deep understanding of machine learning frameworks, cloud platforms preferably Microsoft Azure, and AI solution architecture, coupled with experience in implementing scalable, enterprise-grade AI systems. Together we do what matters.

What you’ll do

Solution Design and Architecture:

Architect and design end-to-end AI/ML solutions leveraging Azure ML, OpenAI APIs, and other Generative AI technologies.

Develop scalable and secure architectures for AI solutions that integrate with existing enterprise systems and workflows.

Define and implement best practices for model development, training, and deployment pipelines.

Evaluate and select appropriate Generative AI models (e.g., GPT, DALLE) based on business needs, ensuring alignment with use case requirements.

Model Development and Deployment:

Collaborate with data scientists, engineers, and business stakeholders to design, develop, and fine-tune machine learning models.

Create and deploy pipelines for model training, evaluation, and monitoring in Azure ML.

Optimize model performance for latency, scalability, and accuracy, ensuring compliance with organizational standards.

AI Integration and Innovation:

Integrate Generative AI solutions with enterprise applications, APIs, and data sources.

Leverage OpenAI’s APIs to implement conversational AI, document summarization, image generation, or other innovative use cases.

Explore advancements in AI/ML technologies, recommending tools, frameworks, and practices to enhance the organization’s AI capabilities.

Governance and Compliance:

Establish governance frameworks to ensure ethical AI practices, data privacy, and regulatory compliance.

Implement monitoring and logging mechanisms for deployed ML solutions to ensure transparency and reliability.

Collaboration and Leadership:

Partner with cross-functional teams, including data engineers, cloud architects, and business analysts, to align AI/ML solutions with business objectives.

Mentor junior team members and provide technical guidance on best practices in AI/ML development and deployment.

Communicate complex AI concepts to non-technical stakeholders, fostering a culture of innovation and understanding.

Skills & Experiences

Technical Skills:

Expertise in designing and deploying machine learning solutions on Azure Machine Learning.

Strong experience with OpenAI APIs (e.g., GPT, Codex, DALLE) and integrating Generative AI into business workflows.

Proficiency in programming languages like Python and frameworks such as TensorFlow, PyTorch, and Scikit-learn.

Hands-on experience with MLOps practices, including CI/CD pipelines for ML, model versioning, and deployment automation.

Knowledge of Azure services (e.g., Azure Data Factory, Azure Synapse, Azure Cognitive Services) and their integration with ML workflows.

Architecture and Design:

Strong understanding of microservices architecture, API development, and cloud-native solution design.

Experience with big data technologies (e.g., Spark, Databricks) and their application in ML workflows.

Knowledge of security best practices for AI solutions, including data encryption, access control, and endpoint protection.

Soft Skills:

Excellent problem-solving and analytical thinking skills.

Strong communication and presentation skills, with the ability to translate technical concepts into business outcomes.

Proven ability to manage multiple stakeholders and prioritize tasks in a fast-paced environment.

Preferred Qualifications:

Experience with Large Language Models (LLMs) and fine-tuning them for domain-specific tasks.

Familiarity with AI ethics, bias mitigation, and explainability techniques.

Prior experience in implementing AI/ML solutions in industries such as healthcare, finance, or retail.

About You

Characteristics that demonstrate success for this role:

Team player and good communicator

Problem-solver, patient and quality-driven

Self-motivating

Enjoy your career

Some of the best things about working at Avanade:

Opportunity to work for Microsoft’s Global Alliance Partner of the Year (14 years in a row), with exceptional development and training (minimum 80 hours per year for training and paid certifications)

Real-time access to technical and skilled resources globally

Dedicated career advisor to encourage your growth

Engaged and helpful coworkers genuinely interested in you

Find out more about some of our benefits Employee Benefits at Avanade | Avanade.

A great place to work

As you bring your skills and abilities to Avanade, you’ll get distinctive experiences, limitless learning, and ambitious growth in return. As we continue to build our diverse and inclusive culture, we become even more innovative and creative, helping us better serve our clients and communities. You’ll join a community of smart, supportive collaborators to lift, mentor, and guide you, and to lean on your expertise. You get a company purpose-built for business-critical, leading-edge technology solutions, committed to improving the way humans work, interact, and live. It’s all here, so take a closer look!

We work hard to provide an inclusive, diverse culture with a deep sense of belonging for all our employees. Visit our Inclusion & Diversity page

Create a future for our people that focuses on: • Expanding your thinking • Experimenting courageously • Learning and pivoting

Inspire greatness in our people by: • Empowering every voice • Encouraging boldness • Celebrating progress

Accelerate the impact of our people by: • Amazing the client • Prioritizing what matters • Acting as one

Learn more

To learn more about Avanade check out these links:

LinkedIn

Inside Avanade Blog

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Computer Software & Networking 51-100 employees

Avanade is the leading provider of innovative digital and cloud services, business solutions and design-led experiences delivered through the power of people and the Microsoft ecosystem. Our professionals bring bold, fresh thinking combined with technology, business and industry expertise to help fuel transformation and growth for our clients and their customers. Avanade has 30,000 digitally connected people across 24 countries, bringing clients the best thinking through a collaborative culture that honors diversity and reflects the communities in which we operate. Majority owned by Accenture, Avanade was founded in 2000 by Accenture LLP and Microsoft Corporation. Learn more at www.avanade.com.

Avanade is the leading provider of innovative digital and cloud services, business solutions and design-led experiences delivered through the power of people and the Microsoft ecosystem. Our professionals bring bold, fresh thinking combined with technology, business and industry expertise to help fuel transformation and growth for our clients and their customers. Avanade has 30,000 digitally connected people across 24 countries, bringing clients the best thinking through a collaborative culture that honors diversity and reflects the communities in which we operate. Majority owned by Accenture, Avanade was founded in 2000 by Accenture LLP and Microsoft Corporation. Learn more at www.avanade.com.

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