pre-senior ai Engineer

Công Ty TNHH Cinnamon Lab

Địa điểm làm việc: Hà Nội, Hồ Chí Minh, Điện Biên

Hết hạn: 17/07/2024

Chi tiết công việc
Giới thiệu công ty

Mức lương: Thỏa thuận

Loại hình: Toàn thời gian

Chức vụ: Nhân viên

Kinh nghiệm: 2 năm

computer vision stakeholders research product development

Mô tả công việc

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Read more:
Privacy Policy: bit .ly/privacy_policy_cin
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About us
Cinnamon AI is the pioneer in business consulting and developing AI solutions. We aim to become the No.1 Global Business AI Company by creating disruptive innovations continuously. Our existing products include AI Document Reader (Flax Scanner), Document Understanding (Aurora), Speech Understanding (Rossa Voice), Computer Vision and we keep expanding. Cinnamon's uniqueness relies on the capability to not only develop state-of-the-art core technology but also advise top executives on redesigning business strategy and operations processes to truly drive intelligent transformation.
Position Description
As the AI Engineer, we are looking for members to join our AI team. You will work closely with all stakeholders to architect efficient APIs to survey latest research trend and build accurate models on various tasks. This is an exciting opportunity for those who enjoy R&D and be challenged and grow in the field of AI-First software / product development. Along the way this role will contribute to game-changing products for the multi-trillion-dollar industry.
Responsibilities and Performance Objectives
Design, develop, and deploy advanced AI-powered solutions in collaboration with cross-functional teams, ensuring alignment with business goals and technical standards.
Development of a Retrieval-Augmented Generation (RAG) platform with product team.
Architect and implement scalable, robust AI systems capable of handling extensive data volumes and user interactions.
Apply expertise in machine learning, deep learning, and other AI methodologies to develop high-performance models and algorithms.
Enhance AI system efficiency by optimizing resource usage, integrating cloud solutions, and employing hardware acceleration.
Perform detailed performance analysis and tuning to guarantee AI systems' optimal functionality in production settings.
Establish and maintain monitoring, logging, and alerting frameworks to proactively address performance issues and anomalies.
Work closely with DevOps and infrastructure teams to streamline AI system deployment, scaling, and management using automation techniques.
Keep abreast of the latest developments in AI, machine learning, cloud services, and related technologies.
Mentor junior engineers and drive the continuous enhancement of engineering processes and practices.

Yêu cầu công việc

Skills and Experience Required
Bachelor's degree or higher in Computer Science, Engineering, or a related discipline.
At least 2 years of experience in software development, specializing in AI-powered applications and systems.
Proficiency in Python and deep learning frameworks like PyTorch.
Proven track record in designing and deploying scalable, distributed systems for AI applications.
In-depth knowledge of cloud platforms (e.g., AWS, Azure, GCP) and container technologies (e.g., Docker, Kubernetes).
Practical experience with performance optimization techniques, including parallel computing and caching.
Familiarity with DevOps methodologies and tools for efficient CI/CD processes.
Excellent problem-solving capabilities and experience troubleshooting complex issues in production environments.
Strong communication and teamwork skills, suited for a fast-paced and dynamic work setting.
Demonstrable understanding of LLMs and Retrieval-Augmented Generation technologies.
Plus:
Understanding of edge computing and the deployment of AI models in resource-limited settings.
Knowledge of security practices for AI systems and data privacy laws.
Contributions to open-source projects or academic publications in relevant fields.

Quyền lợi được hưởng

The chance to work on COOL world-class projects!
We're not an academic research institute. We're a global AI product company. Our focus is to create applicable AI products which can bring huge impact to users. In order to do so, our solutions is the combination of innovative AI core technology and solid business understanding. There are 3 main categories:
Image Processing
Voice Recognition
Natural Language Processing
How is our working environment?
We strongly believe that go-global ambition requires international-standard members. Cinnamon will create the best environment for all members to grow toward that goal.
#Collaboration with Humanity: We prioritize "The happiness of interacting with people" throughout the entire organization, going beyond 'Transactional Interaction' and strive for the ultimate comfort in collaboration with others. This makes our workplace become the driving force towards achieving high goals.
#Impact at Scale: By keeping technical scalability at core of our innovation, we do not stop at "Making things slightly better". We aim to "Create huge impacts" by transforming large companies' operations with versatile and scalable technology.
#Ultimate Value for Partners: By understanding partners' unique needs, complex challenges, and ambitious vision, we go beyond fulfilling contractual obligations to exceed expectations, co-creating solutions that deliver true sustainable value for their long-term growth.
What we will return
A high-tech spaceship with a laptop provided. GPU and AWS all are ready for model training.
A hybrid work schedule: 02 remote working days per week.
A wide range of internal community events to promote connections, collaboration, and a healthy work-life balance, including Happy Monday, Company Trip, and 10++ Health Clubs.
Talent development and innovation encouragement through our internal programs.
A great opportunity to access and acquire top expert knowledge and experiences internally and externally.
A competitive salary range, private healthcare insurance, annual health check.