Senior Java AI/ML Engineer

3 weeks ago


Singapore INTEGRO TECHNOLOGIES PTE LTD Full time
Roles & Responsibilities

Responsibilities


• Develop and implement state-of-the-art generative AI models:


• Design, train, and deploy generative models for various applications, such as image synthesis, text generation, and other creative tasks.


• Stay up-to-date with the latest advancements in generative AI and integrate new techniques into our projects.


• Work together with project team to design and implement quality solutions as per customers' requirements


• Debugging and resolving technical problems that arise


• Participate in solutioning meetings with project team and customers


• Being a mentor for junior Software Engineers

Technical Requirements


• Minimum 6 years of AI ML experience


• Working knowledge of Web API, REST, XML, JSON


• Hands-on experience in UI/UX development using JSP, HTML5, CSS3, JavaScript


• Able to define solution and prepare technical specifications according to Functional Specifications


• Proficient in programming languages such as Python, and experience with deep learning frameworks (TensorFlow, PyTorch).


• Knowledge of generative models such as GANs, VAEs, and related architectures.

Interpersonal Requirements


• Excellent written and verbal reasoning and communication skills


• Excellent problem-solving skills with high level of initiative


• Meticulous, detailed and able to work with minimal supervision


• Ability to work under pressure and meeting tight deadlines


• Ability to lead technical solutions end to end

Added Advantage


• Proven experience in developing and deploying generative AI models.


• Strong background in machine learning, deep learning, and artificial intelligence.


• Experience in Banking Solution development will be an advantage


• Experience working in a cross-cultural team with multi geographical locations (onsite-offshore) will be an advantage


• Advantage if worked on Agile Framework or aware of basic Agile terminologies and processes


• Provide technical input during the business development life cycle


• Participate in experimentation to assess new solution/application paths


• Identify challenges to help the development of formalized solution methodologies


• Interface and coordinate tasks with internal and external technical resources.


• Collaborate to provision estimates, develop overall implementation solution/application plan, and serve as a lead as required, to implement the installation, customization, and integration efforts


• Experiences working on Containers (e.g. Docker, Kubernetes) and DevOps technology on VMware infrastructure and/or Public Cloud (e.g. AWS, Azure, Oracle, Alibaba) will be an added advantage


• In-depth knowledge of Cloud & distributed architectures, Microservice, API best practice design


• Experienced in CI/CD and exposed to standard development ecosystem: SonarQube, Jira/Confluence, SVN, Jenkins, Eclipse

Tell employers what skills you have

JSON
VMware Infrastructure
Kubernetes
Oracle
XML
REST
Task Assignment
Artificial Intelligence
JavaScript
HTML5
Trading System
PyTorch
Artificial Intelligence Application
Docker
Web API
API

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