- Member of the in-house AI Center-of-Excellence team that works on challenging problems in advanced AI (including areas on generative multimodal AI, autonomous agent, NLP, computer vision, recommender system), mathematical optimization, game theory, and experimental design.
- Research and develop advanced machine learning algorithms to meet complex product requirements. The scope includes defining hypotheses, executing necessary tests and experiments; evaluating, tuning and optimizing algorithms and methods; and having an eye towards cloud implementation ease, scalability, and robustness in a live customer facing production environment.
- Provide technical direction and guidance to a small and highly skilled team of junior and senior data scientists embedded in Kanban data squads. These squads deliver products/services in generative AI, data science and data analytics to stakeholders in a large number of business units. Serve as a go-to technical expert in your area of AI expertise.
- Work closely with business stakeholders to create impactful and intelligent features/products. Collaborate with other team members including data scientists, data engineers and data strategists. Strategic ownership of all critical end-to-end AI processes.
- Administer/maintain performant cloud and on-premises GPU compute resources that train large ML models and provide inference API microservices in production.
- PhD degree related to computer science, machine learning or other AI disciplines is required (consideration will be given to exceptional candidates without advanced degrees).
- Demonstrated intellectual firepower as a rapid problem-solver and tech lead.
- Advanced programming skills in Python. Strong technical skills in algorithm design/analysis, data structure and SQL. At least intermediate-level mastery of functional/object-oriented software development using modern programming languages such as Scala, TypeScript/JavaScript, Java or C# is a must.
- Hands-on proficiency in the use of workflow/map-reduce and stream processing systems such as Spark and Kafka for big-data processing.
- 3 or more years of relevant industry experience as a hands-on technical expert in shallow and deep machine learning, with additional specializations in most of the following areas:
- Experience in the use of recent proprietary/open-source LLM APIs (such as OpenAI GPT-4, Anthropic Claude 2, Google PaLM 2, or Meta LLaMA 2); software development skills involving multi-agents and prompt engineering using LLM application/data frameworks (such as LlamaIndex and LangChain).
- Highly conversant with GPU-accelerated deep learning frameworks (such as PyTorch and TensorFlow).
- Demonstrated ability in rapidly adapting, training and deploying state-of-the-art AI models or services in production based on the latest published research papers and open-source code.
- Familiarity of Bayesian statistics/inference and Bayesian/causal networks for probabilistic reasoning.
- Significant hands-on experience of AWS, Azure, GCP or other public cloud environment.
- Excellent mentoring, interpersonal and communication skills for working with both technical staff and non-technical business users.
- Experience with Agile/Scrum/Kanban methodologies is a plus.
-
Information Technology
6 days ago
Singapore Airlines Singapore**Key responsibilities** · - Work with our CI/CD and release management tools and processes to quickly deliver high quality code. · - Facilitate the detection, troubleshooting and resolution of pre and post production issues. · - Keep abreast of the latest in mobile technology an ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$5,462 - S$10,924 / Monthly EST · **Job Type** · Permanent · **Seniority** · Mid · **Years of Experience** · At least 3 years · **Tech Stacks** · Cloud Foundry API Gateway AWS Terraform Docker API YAML Azure Openshift Kubernetes Ansible JSON Pytho ...
-
Information Technology
3 days ago
SENG HENG ENGINEERING (PRIVATE) LIMITED SingaporeAssist IT/Building Infrastructure Manager on the operation and control of all areas of Company Information Technology requirements. · - Assist IT/Building Infrastruture Manager on facilities management. · - IT helpdesk Technology requirements. · - Setup Software, grant and mainta ...
-
Information Technology
1 week ago
Singapore Airlines SingaporeManage API gateway, and work with development teams to ensure seamless and secure data transit between services. Knowledge of Apigee and Tibco Mashery will be considered a significant advantage. · - Proficiently use software tools like Imperva, Akamai, Dynatrace, and Splunk to me ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$4,691 - S$9,382 / Monthly EST · **Job Type** · Permanent · **Seniority** · Senior · **Years of Experience** · At least 2 years · **Tech Stacks** · C++ Flow Java JavaScript SQL JSON.NET Python · - This role is expected to work based on Singapore o ...
-
Information Technology
5 days ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$5,000 - S$10,000 / Monthly · **Job Type** · **Seniority** · Mid · **Years of Experience** · At least 5 years · **Tech Stacks** · TDD RxKotlin play MVP OkHttp CI MVVM RxJava Mockito Java JUnit iOS Angular Android Kotlin JavaScript · **Key respons ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$4,831 - S$9,661 / Monthly EST · **Job Type** · Permanent · **Seniority** · Mid · **Years of Experience** · At least 4 years · **Tech Stacks** · Rest API Selenium AngularJS API bower Spring Less Jasmine Grunt Git SASS npm Bootstrap Springboot Type ...
-
Information Technology
1 week ago
NodeFlair Singapore**Job Summary**: · **Job Type** · Permanent · **Seniority** · **Years of Experience** · Information not provided · **Tech Stacks** · TDD AWS Jenkins play MVP CI MVVM SonarQube Git Java Android Kotlin JSON · - The SIA Mobile team is currently hiring Android developers. This is a ...
-
Information Technology
1 week ago
Singapore Airlines SingaporeWork closely with internal stakeholders and external vendors to efficiently manage and deliver EUC projects, ensuring successful implementation within defined timelines and budgets. · - Troubleshoot technical issues related to end-user computing, encompassing both hardware and so ...
-
Information Technology
1 week ago
Singapore Airlines SingaporeHe/She will be responsible for the following: · - Provide a focus on automation to improve agility using tools such as Ansible, Python, Terraform and Cloud Formation templates. · - Implement Infrastructure-as-Code (IaC) across different platforms (ideally including public and pri ...
-
Information Technology
3 days ago
SCOOT PTE. LTD. SingaporeWe are searching for a System Analyst · You will be part of the Information Systems and Technology team and will be part of IT Navitaire System Analysts team. · You will work closely with the business users to deliver IT solutions in Scoot. · **Key Responsibilities**: · - Systems ...
-
Information Technology
1 week ago
U3 Infotech Pte Ltd. SingaporeJob Description / Key Responsibilities · Fulfil tasks and jobs delegated by Project Manager to support the accomplishment of goals related to current project · Assist in project related administrative duties and processes which include schedule meetings, take minutes, create prog ...
-
Information Technology
1 week ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$5,000 - S$10,000 / Monthly · **Job Type** · **Seniority** · Mid · **Years of Experience** · At least 4 years · **Tech Stacks** · AWS Selenium Jenkins Spring Cypress Less JMeter Git Jest SASS Java JUnit npm Bitbucket Kubernetes Bootstrap Springboo ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Job Type** · Permanent · **Seniority** · **Years of Experience** · Information not provided · **Tech Stacks** · TDD AWS Jenkins MVP CI MVVM SonarQube Git Java iOS Swift JSON · - The SIA Mobile team is currently hiring iOS developers. This is a full-time role ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$4,831 - S$9,661 / Monthly EST · **Job Type** · Permanent · **Seniority** · Mid · **Years of Experience** · At least 3 years · **Tech Stacks** · AWS Rest API Selenium AngularJS API bower Spring Ethereum Less Jasmine Grunt Git SASS Azure npm Bootst ...
-
Information Technology
4 days ago
Singapore Airlines Singapore**Key Responsibilities include**: · - Engage business stakeholders to understand their requirements. · - Design IT solutions that meet business objectives, digitalize key operational processes and drive digital ops. · - Manage the overall delivery of the product backlog based on ...
-
Information Technology
5 days ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$5,000 - S$10,000 / Monthly · **Job Type** · **Seniority** · Senior Lead · **Years of Experience** · At least 4 years · **Tech Stacks** · Powershell Graph TCP OAuth Rest API API CI Vault Microsoft Azure HTML NoSQL JavaScript SQL React CSS · - Invo ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$4,780 - S$9,561 / Monthly EST · **Job Type** · Permanent · **Seniority** · Lead Senior · **Years of Experience** · At least 6 years · **Tech Stacks** · Powershell Graph TCP OAuth Rest API API CI Vault Microsoft Azure HTML NoSQL JavaScript SQL Rea ...
-
Information Technology
6 days ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$5,000 - S$10,000 / Monthly · **Job Type** · **Seniority** · Senior · **Years of Experience** · At least 4 years · **Tech Stacks** · SQLAlchemy Container Struts AWS Rest API Oracle Amcharts Spring Celery Aurora MyBatis Java Openshift Kubernetes Re ...
-
Information Technology
1 day ago
NodeFlair Singapore**Job Summary**: · **Salary** · S$5,000 - S$10,000 / Monthly · **Job Type** · **Seniority** · Junior · **Years of Experience** · At least 2 years · **Tech Stacks** · TDD AWS Jenkins MVP CI MVVM SonarQube Git Java iOS Swift JSON · The SIA Mobile team is currently hiring iOS devel ...
Information Technology - Singapore - SINGAPORE AIRLINES LIMITED
Description
Roles & ResponsibilitiesJob Description
SIA has multiple positions for generative AI/deep learning experts to drive our AI and data science initiatives.
Key Responsibilities include:
Requirements
TensorFlow
Scalability
Scala
Kanban
Azure
Technical Direction
Computer Vision
Microservices
Tuning
PyTorch
Experimental Design
GCP
Data Science
C#