AI Innovation Specialist

2 weeks ago

Singapore beBeeArtificialintelligence Full time $180,000 - $240,000
Job Title: AI Innovation Specialist

As a highly skilled and motivated AI innovation specialist, you will work at the intersection of AI/ML development, full-stack engineering, and system architecture, driving innovation and delivering impactful solutions.

The successful candidate will design, develop, and deploy generative AI and machine learning models for diverse use cases, perform data preprocessing, feature engineering, and model optimization, and implement and fine-tune AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.

  • Design, develop, and deploy generative AI and machine learning models for diverse use cases e.g. LLM, text-to-speech, image generation.
  • Perform data preprocessing, feature engineering, and model optimization.
  • Implement and fine-tune AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Develop APIs to expose AI models for seamless integration into applications.
  • Stay updated on advancements in generative AI research and tools to maintain cutting-edge implementations.
  • Deploy AI models and applications using modern DevOps and MLOps practices.
  • Containerize applications using Docker and orchestrate deployments with Kubernetes.
  • Set up CI/CD pipelines for seamless code and model delivery.
  • Monitor application performance and ensure high availability in production environments.
  • Architect scalable, modular, and efficient application systems that integrate AI/ML models.
  • Design end-to-end pipelines for data ingestion, processing, model serving, and monitoring.
  • Ensure system designs adhere to best practices for security, compliance, and reliability.
  • Work closely with data scientists, software engineers, and product teams to align AI solutions with business objectives.
  • Provide technical leadership and mentorship to junior team members.
  • Collaborate with stakeholders to identify opportunities and requirements for AI-driven solutions.

Requirements include a Bachelor's or master's degree in computer science, Engineering, or a related field, 5+ years of developing end-to-end AI/ML applications, strong programming skills in at least one of the following languages: Python, Scala, JavaScript, experience with AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn, OpenAI), and expertise in system design and application architecture.

Required Skills:
  • Proficiency in AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Strong programming skills in Python, Scala, or JavaScript.
  • Experience with data preprocessing, feature engineering, and model optimization.
  • Knowledge of DevOps and MLOps practices.
  • Understanding of containerization using Docker and orchestration with Kubernetes.
  • Ability to design and develop scalable, modular, and efficient application systems.
  • Experience with CI/CD pipelines and version control systems.
What We Offer:
  • A dynamic and collaborative work environment.
  • Opportunities for professional growth and development.
  • A competitive salary and benefits package.
  • The chance to work on exciting AI-related projects.
How to Apply:

If you are a motivated and talented individual who is passionate about AI and technology, please submit your resume and cover letter.

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