AI EngineerAVATAR TECHNO SERVICES PTE. LTD. • D01 Cecil, Marina, People’s Park, Raffles Place, SG

AI Engineer

AVATAR TECHNO SERVICES PTE. LTD. • D01 Cecil, Marina, People’s Park, Raffles Place, SG

4 days ago

Job description

Roles & Responsibilities

Description & Requirements

Position Summary

The AI Engineer with GenAI expertise is responsible for developing advanced technical solutions, integrating cutting-edge generative AI technologies. This role requires a deep understanding of modern technical and cloud-native practices, AI, DevOps, and machine learning technologies, particularly in generative models. You will support a wide range of customers through the “Ideation to MVP” journey, demonstrating proficiency in leading projects and ensuring delivery excellence.

Key Responsibilities

Technical & Engineering Leadership

Develop solutions leveraging GenAI technologies, integrating advanced AI capabilities into cloud-native architectures to enhance system functionality and scalability.
Lead the design and implementation of GenAI-driven applications, ensuring seamless integration with microservices and container-based environments.
Create solutions that fully leverage the capabilities of modern microservice and container-based

environments running in public, private, and hybrid clouds.

Contribute to thought leadership across the Cloud Native domain with an expert understanding of open-source technologies (e.g., Kubernetes / CNCF) and partner technologies.

Collaborate on joint technical projects with partners, including Google, Microsoft, AWS, IBM, Red Hat, Intel, Cisco, and Dell / VMware.

Service Delivery

Engineer innovative GenAI solutions from ideation to MVP, ensuring high performance and reliability

within cloud-native frameworks.

Optimize AI models for deployment in cloud environments, balancing efficiency and effectiveness to meet client requirements and industry standards.

Assess existing complex solutions and recommend appropriate technical treatments to transform

applications with cloud-native / 12-factor characteristics.

Refactor existing solutions to implement a microservices-based architecture.

Innovation & Initiative

Drive the adoption of cutting-edge GenAI technologies within cloud-native projects, spearheading

initiatives that push the boundaries of AI integration in cloud services.

Engage in technical innovation and support position as an industry leader.

Author whitepapers, blogs, and speak at industry events.

Maintain hands-on technical credibility, stay ahead of industry trends, and mentor others.

Client Relationships

Provide expert guidance to clients on incorporating GenAI and machine learning into their cloud-native systems, ensuring best practices and strategic alignment with business goals.

Conduct workshops and briefings to educate clients on the benefits and applications of GenAI, establishing strong, trust-based relationships.

Perform a trusted advisor role, contributing to technical projects (PoCs and MVPs) with a strong focus on technical excellence and on-time delivery.

Mandatory Skills & Experience

A passionate developer with 7+ years of experience in Java, Python, and Kubernetes, comfortable working as part of a paired / balanced team.

Extensive experience in software development, with significant exposure to AI / ML technologies.

Expertise in GenAI frameworks : Proficient in using GenAI frameworks and libraries such as LangChain, OpenAI API, and Hugging Face Transformers.

Prompt engineering : Experience in designing and optimizing prompts for various AI models to achieve desired outputs and improve model performance.

Strong understanding of NLP techniques and tools, including tokenization, embeddings, transformers, and language models.

Proven experience developing complex solutions that leverage cloud-native technologies—featuring

container-based, microservices-based approaches; based on applying 12-factor principles to application engineering.

Exemplary verbal and written communication skills (English).

Positive and solution-oriented mindset.

Solid experience delivering Agile and Scrum projects in a Jira-based project management environment.

Proven leadership skills and the ability to lead projects to ensure delivery excellence

Desired Skills & Experience

Machine Learning Operations (MLOps) : Experience in deploying, monitoring, and maintaining AI models in production environments using MLOps practices.

Data engineering for AI : Skilled in data preprocessing, feature engineering, and creating pipelines to feed AI models with high-quality data.

AI model fine-tuning : Proficiency in fine-tuning pre-trained models on specific datasets to improve

performance for specialized tasks.

AI ethics and bias mitigation : Knowledgeable about ethical considerations in AI and experienced in

implementing strategies to mitigate bias in AI models.

Knowledgeable about vector databases, LLMs, and SMLs, and integrating with such models.

Proficient with Kubernetes and other cloud-native technologies, including experience with commercial Kubernetes distributions (e.g., Red Hat OpenShift, VMware Tanzu, Google Anthos, Azure AKS, Amazon EKS, Google GKE).

Deep understanding of core practices including DevOps, SRE, Agile, Scrum, Domain-Driven Design, and familiarity with the CNCF open-source community.

Recognized with multiple cloud and technical certifications at a professional level, ideally including AI / ML specializations from providers like Google, Microsoft, AWS, Linux Foundation, IBM, or Red Hat.

Verifiable Certification

At least one recognized cloud professional / developer certification (AWS / Google / Microsoft)

Tell employers what skills you have

TensorFlow

Machine Learning

Kubernetes

Azure

Pipelines

Data Engineering

PyTorch

Python

Tokenization

Agile Scrum

Java

API

FEED

Linux

C++

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Ai Engineer • D01 Cecil, Marina, People’s Park, Raffles Place, SG

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