Senior Software Engineer, Generative AI

5 days ago

Singapur, Singapore ST Engineering Full time

Title: Senior Software Engineer, Generative AI

Job ID: Location:

Elect – Jurong East Street, SG

Description:

At ST Engineering, we apply our technology and innovation to solve real-world problems and improve lives. Our dedication to excellence and our strong track record have earned us a distinctive reputation for quality and trust as a global technology, defence and engineering group. Our diverse portfolio of businesses spans the aerospace, smart city, digital solutions, defence and public security segments. As the Group Engineering Center, we aim to transform the use of technology across all of ST Engineering businesses.

Job Brief (Full-Time)

As a Senior Software Engineer, you will be responsible for designing, developing, and maintaining backend services that support RAG and LLM-based applications. Our mission is to push the boundaries of what is possible in the realm of AI and to create transformative solutions that impact industries worldwide. You will collaborate with cross-functional teams of engineers, researchers, and product managers to design, develop, and deploy innovative solutions that redefine the way our users engage with language-based technologies. You will be expected to translate state-of-the-art techniques into working products and deploy them at scale. Your technical leadership and deep domain knowledge will drive the evolution of our platform and contribute to our mission of revolutionizing the way people interact with machines.

Responsibilities:

Architect, develop, and maintain backend services for RAG and LLM applications, ensuring high performance and scalability. Collaborate with research teams to implement and optimize cutting-edge algorithms for language understanding, generation, and manipulation. Optimize and tune backend services for performance, scalability, and reliability. Implement APIs and interfaces to connect backend services with front-end applications, databases, and external systems. Develop and execute testing strategies to ensure robust and error-free software. Automate deployment processes using CI/CD pipelines. Implement monitoring, logging, and alerting systems to ensure the health and performance of backend services. Create comprehensive documentation for code, architecture, and operational procedures. Participate in code reviews, design discussions, and contribute to the overall technical excellence of the engineering team. Provide technical guidance and mentorship to junior engineers, fostering a culture of continuous learning and growth within the team.

Requirements:

Bachelor's or Master's degree in Computer Science, Engineering, or a related technical field. PhD is a plus. Minimum of 3 years of experience in software engineering, with a focus on backend development. Technical Skills Strong experience with cloud platforms (AWS, GCP, Azure) and containerization technologies (Docker, Kubernetes). Deep understanding of microservices architecture and RESTful API design. Experience with databases and data storage solutions, such as SQL, NoSQL, vector databases, and caching systems. (e.g. PostgreSQL, MongoDB, Milvus, MinIO, Redis) Strong programming skills in languages such as Python, Java, C++, or similar. Solid grasp of software engineering principles, software design patterns, and architectural best practices. Experience with designing and implementing real-time data processing, event-driven architectures using message queuing and publish-subscribe patterns. (e.g. Apache Kafka) Proficiency in setting up, maintaining or using CI/CD pipelines using tools (e.g. Jenkins, GitLab CI/CD) AI/ML Skills Experience with machine learning frameworks (TensorFlow, PyTorch) and deploying models in production. Knowledge of Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) such as GPT-4, Llama, Mistral or similar. Soft Skills: Excellent problem-solving skills, attention to detail, and a passion for staying at the forefront of technological advancements. Effective communication skills, both written and verbal, with the ability to explain complex technical concepts to non-technical stakeholders.

Working Perks & Professional Development

Great opportunity to get industry and enterprise experience. Exposure to the full spectrum of product development. Join a young and dynamic team with forward-looking working culture. Lots of room to tinker and experiment.

  • AI Software Development Engineer

    4 weeks ago

    Singapur, Singapore A DREAMWORKS COMPANY PTE LTD Full time

    About Us:Innovatech Solutions is at the forefront of industrial innovation, specializing in cutting-edge technology for the Industrial Internet of Things (IIoT). We are seeking a talented and driven Senior Software Developer to lead the development of our groundbreaking digital twin software platform.Job Description:As a Senior Software Developer, you...

  • AI Software Development Engineer

    4 weeks ago

    Singapur, Singapore A DREAMWORKS COMPANY PTE LTD Full time

    About Us:Innovatech Solutions is at the forefront of industrial innovation, specializing in cutting-edge technology for the Industrial Internet of Things (IIoT). We are seeking a talented and driven Senior Software Developer to lead the development of our groundbreaking digital twin software platform.Job Description:As a Senior Software Developer, you...

  • Senior Software Engineer, AI Application

    1 month ago

    Singapur, Singapore Airwallex Full time

    Airwallex is the leading financial technology platform for modern businesses growing beyond borders. With one of the worlds most powerful payments infrastructure, our technology empowers businesses of all sizes to accept payments, move money globally, and simplify their financial operations, all in one single platform. Established in 2015 in...

  • Senior Software Engineer, AI Application

    4 weeks ago

    Singapur, Singapore Airwallex Full time

    Airwallex is the leading financial technology platform for modern businesses growing beyond borders. With one of the worlds most powerful payments infrastructure, our technology empowers businesses of all sizes to accept payments, move money globally, and simplify their financial operations, all in one single platform. Established in 2015 in...

  • Senior AI Developer

    1 month ago

    Singapur, Singapore SAP Full time

    We help the world run better Our company culture is focused on helping our employees enable innovation by building breakthroughs together. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly...

  • Senior AI Developer

    4 weeks ago

    Singapur, Singapore SAP Full time

    We help the world run better Our company culture is focused on helping our employees enable innovation by building breakthroughs together. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly...

  • Field Engineering, Generative AI Product Specialist

    1 month ago

    Singapur, Singapore Databricks Full time

    FEQ425R67The Product Specialist for Generative AI will lead the enablement, expertise, and backline support for our customer-facing field team with for Generative AI including supporting RAG (retrieval augmented generation), open source models like Llama2, MPT, Mistral, 3rd party models including OpenAI, Vector Indexing and foundational model pre-training...

  • Field Engineering, Generative AI Product Specialist

    4 weeks ago

    Singapur, Singapore Databricks Full time

    FEQ425R67The Product Specialist for Generative AI will lead the enablement, expertise, and backline support for our customer-facing field team with for Generative AI including supporting RAG (retrieval augmented generation), open source models like Llama2, MPT, Mistral, 3rd party models including OpenAI, Vector Indexing and foundational model pre-training...

  • Senior AI Engineer, BCG X

    6 days ago

    Singapur, Singapore Boston Consulting Group Full time

    Who We AreBoston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building...

  • Senior AI Engineer, BCG X

    2 days ago

    Singapur, Singapore Boston Consulting Group Full time

    Who We AreBoston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building...

  • User Interface Designer

    1 week ago

    Singapur, Singapore PureCode Software Full time

    PureCode AI, headquartered in Austin, Texas, is actively looking for a remote MERN Developer to join our team. We specialize in cutting-edge Computer Vision & Artificial Intelligence technologies and have created a developer tool that instantly converts design images into fully functional, ready to use, ReactJS code. Additionally, we are advancing front-end...

  • AI Compiler Engineer

    1 month ago

    Singapur, Singapore Renesas Electronics Full time

    Job Description In this role, you will be part of the Machine Learning Core team. The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The...

  • AI Compiler Engineer

    4 weeks ago

    Singapur, Singapore Renesas Electronics Full time

    Job Description In this role, you will be part of the Machine Learning Core team. The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The...

  • Node JS Developer

    4 weeks ago

    Singapur, Singapore PureCode Software Full time

    Please visit our website before applying at our site(just type purecode AI) and make sure you're a fit and understand what our product does! PureCode AI, headquartered in Austin, Texas, is actively looking for a remote MERN Developer to join our team. We specialize in cutting-edge Computer Vision & Artificial Intelligence technologies and have created a...

  • Node JS Developer

    4 weeks ago

    Singapur, Singapore PureCode Software Full time

    Please visit our website before applying at our site(just type purecode AI) and make sure you're a fit and understand what our product does! PureCode AI, headquartered in Austin, Texas, is actively looking for a remote MERN Developer to join our team. We specialize in cutting-edge Computer Vision & Artificial Intelligence technologies and have created a...

  • AI Compiler Engineer

    1 month ago

    Singapur, Singapore Renesas Electronics Full time

    Job DescriptionIn this role, you will be part of the Machine Learning Core team. The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The compiler...

  • AI Compiler Engineer

    4 weeks ago

    Singapur, Singapore Renesas Electronics Full time

    Job DescriptionIn this role, you will be part of the Machine Learning Core team. The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The compiler...

  • Senior AI Full Stack Engineer

    2 weeks ago

    Singapur, Singapore SAP Full time

    We are here to make the world run betterOur company culture focuses on fostering innovation among our employees by collaborating to create breakthroughs. How? By laying the groundwork for the future every day and cultivating an inclusive workplace that values diversity, flexibility, and is driven by a purpose-oriented and forward-thinking mindset. We provide...

  • Senior Software Engineer

    1 month ago

    Singapur, Singapore Helius Full time

    We are seeking a highly skilled and motivated Software Engineer to join our team. As a Software Engineer, you will have the opportunity to work on a state-of-the-art AI product and play a crucial role in developing robust and scalable software solutions. You will collaborate with cross-functional teams to design, implement, and optimize the software...

  • Senior Software Engineer

    4 weeks ago

    Singapur, Singapore Helius Full time

    We are seeking a highly skilled and motivated Software Engineer to join our team. As a Software Engineer, you will have the opportunity to work on a state-of-the-art AI product and play a crucial role in developing robust and scalable software solutions. You will collaborate with cross-functional teams to design, implement, and optimize the software...