ASTEK SINGAPORE INNOVATION TECHNOLOGY PTE. LTD.
Data Scientist (AI)
Executive Full Time 4 年以上经验
技能
Product Design and DevelopmentService Oriented Architecture DesignTechnology Transferindustry trendsvalidation protocolsC LanguageDeep FoundationsComputer ScienceCross Functional Team BuildingProject CoordinationMobile Platforms
职位描述
Responsibilities
- Partner with product owners, engineering teams, and industry collaborators across the full product lifecycle—from concept and design through prototyping, acceptance testing, data curation, deployment, operationalisation, industry adoption, and end‑of‑life management.
- Conduct technical assessments on the maturity, viability, and suitability of emerging AI research, technologies, and trends relevant to industry needs.
- Design and develop software components using microservices-based architectures.
- Participate in secure, agile software development processes, including documenting user requirements, technical specifications, and software code throughout the development lifecycle.
- Propose, implement, and validate algorithms while ensuring key functional and non-functional requirements such as transparency, fairness, scalability, security, integration complexity, and operational cost efficiency.
- Produce thought leadership content—including blogs, whitepapers, and technical articles—on AI topics.
- Support technology transfer efforts to industry partners, ensuring smooth adoption and integration.
- Engage and collaborate with research institutes and institutes of higher learning on joint projects, knowledge exchange, and capability development.
Requirements
- Degree in Engineering, Computer Engineering, Computer Science, Mathematics, Statistics, or a related field.
- Strong technical expertise in AI, particularly in Computer Vision (CV), Natural Language Processing (NLP), Recommendation Systems, and/or Synthetic AI.
- Solid understanding of state-of-the-art AI research and production-grade AI technologies, including deployment on mobile devices and IoT platforms.
- Proficiency in programming languages such as Python and C++.
- Hands-on experience with deep learning frameworks such as TensorFlow or PyTorch.
- Demonstrated ability to work effectively in cross-functional teams with strong interpersonal and collaboration skills.
- Excellent communication skills—both written and verbal—with the ability to present complex concepts clearly and engage diverse stakeholders.
- Strong stakeholder management capabilities, with experience navigating multi-party technical and business environments.