AI/Full-Stack Developer Expert
5 days ago
About the Company:
Kenja K.K. is a dynamic and innovative company that combines cutting-edge AI and machine learning capabilities with full-stack development expertise.
Job Overview:
We are seeking an experienced AI/ML Engineer with a strong foundation in full-stack development to join our team.
The Role:
In this role, you will work on designing, building, deploying, and scaling applications that leverage machine learning capabilities.
Key Responsibilities:
- AI/ML Integration: Develop, train, and deploy machine learning models using PyTorch and TensorFlow.
- Implement AI/ML workflows for predictive analytics, recommendation systems, and other data-driven applications.
- Integrate models into production systems, ensuring performance and scalability.
- Utilize vector databases such as Qdrant to enhance similarity searches and data retrieval.
Full Stack Development:
- Architect and implement scalable backend services using Python (FastAPI, Flask), ASP.NET, and Elixir.
- Build and maintain responsive and dynamic frontend interfaces using TypeScript and Angular.
- Design robust APIs to enable seamless communication between components and systems.
Database Management:
- Work with MongoDB and PostgreSQL for structured and unstructured data storage.
- Optimize database performance and implement efficient data retrieval mechanisms.
Containerization and Deployment:
- Leverage Docker and Kubernetes for containerization and orchestration in cloud-based environments.
- Set up and manage CI/CD pipelines to streamline development and deployment processes.
System Performance and Security:
- Ensure high application performance, security, and scalability in production environments.
- Adhere to best practices in system design and secure coding standards.
Collaboration and Innovation:
- Collaborate with data scientists, machine learning engineers, and other cross-functional teams to deliver AI-powered solutions.
- Stay up to date with emerging technologies and trends to continuously improve development practices.
Qualifications:
Required Skills:
- Expertise in AI/ML model development and deployment with tools such as PyTorch and TensorFlow.
- Proficiency in backend frameworks such as FastAPI, Flask, and ASP.NET.
- Hands-on experience with Python and Elixir for application development.
- Strong knowledge of vector databases (e.g., Qdrant) and traditional databases (MongoDB, PostgreSQL).
- Solid frontend development experience using TypeScript and Angular.
- Experience with containerization and orchestration tools, including Docker and Kubernetes.
- Proven ability to build and deploy secure, high-performance applications.
Professional Experience:
- 3+ years of experience in full stack development with a focus on AI/ML.
- Demonstrated success in deploying scalable AI-driven solutions in production environments.
- Strong track record of designing and implementing complex, distributed systems.
Salary and Benefits:
We offer a competitive salary range of $120,000 - $180,000 per year, depending on experience, as well as comprehensive benefits and opportunities for professional growth.
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