ARTIFICIAL INTELLIGENCE ARCHITECT

3 weeks ago

Singapore AVN SOLUTIONS PTE. LTD. Full time
Roles & Responsibilities

Join Our Team as an AI Architect


About Us:

We are at the forefront of AI innovation, dedicated to developing cutting-edge solutions that push the boundaries of technology. Our team is driven by a passion for excellence and a commitment to delivering impactful AI products.


Position: AI Architect


Tasks & Responsibilities:

  • Pre-Project Tech Consulting: Provide consulting on effort estimation for new features and products
  • Architecture Development: Generate and maintain a scalable architecture for AI products, ensuring integration and versioning.
  • Framework Coverage: Ensure the architecture covers edge, cloud, and on-premise environments.
  • Algorithm Management: Define processes for training, validation, testing, and operation of algorithms within the microservice framework.
  • Technical Planning: Lead the technical planning of AI products.
  • Service Interaction: Define interaction modes for AI microservices, including communication interfaces with non-AI services.
  • Efficiency Synergies: Leverage synergies among products to enhance efficiency.
  • Coding Standards: Establish and enforce coding standards.
  • Self-Service Enablement: Empower teams with self-service tools and capabilities.
  • Technology Scouting: Scout emerging technologies and conceptual trends.
  • Collaboration: Maintain close contact with shared services such as the IT infrastructure team.


Required Competencies:

  • AI Design Patterns: Deep understanding of AI design patterns and their implementation.
  • Data Processing: Expertise in data processing for AI microservices.
  • Machine Learning & Generative AI: Strong technical understanding of machine learning, statistics, and generative AI.
  • Software Development: Established knowledge of modern software development and microservice frameworks.
  • AI Technology Landscape: In-depth knowledge of the AI technology landscape (Classical & Generative).
  • IT Infrastructure: Knowledge of IT infrastructure and interfaces is a plus.


Technical Competencies:

  • Very high proficiency in Python and common data science and machine learning libraries (Pandas, Numpy, Scikit-Learn, SciPy, Statsmodels, Keras, TensorFlow, PyTorch, Matplotlib).
  • Expertise in generative AI models (implementation, embedding, evaluation, (re)training).
  • Proficiency in dependency management (Pip, Conda), code versioning (Git), and using Jupyter notebooks.
  • Knowledge of deployment strategies for cloud and on-premise environments.
  • Familiarity with Spark (pyspark), Kafka, Hadoop, and data formats for Big Data.
  • Knowledge of microservices development using Flask.
  • Familiarity with containerization (Docker) and Openshift.
  • Optional: Experience with data visualization tools (Power BI, SAC).
  • Azure Machine Learning
  • Azure Language Service
  • Azure OpenAI Service
  • Azure Data Lake
  • Azure Kubernetes Service
  • Databricks

Education & Work Experience:

  • Master's degree in computer science, data science, or an AI-related discipline.
  • Minimum of 5 years of experience with a proven track record in implementing complex AI microservices frameworks.


Soft Skills:

  • Curiosity: Independent mindset with a passion for exploring new technological and methodological options.
  • Customer Focus: Active interest in understanding customer business needs and technological processes.
  • Communication & Collaboration: Strong communication and collaboration skills with cross-functional thinking and acting.
  • Innovation: Constantly rethink and improve our way of working for increased efficiency.
  • Leadership: Ability to lead and coordinate project teams.


Why Join Us:

- Be part of a dynamic and innovative team shaping the future of AI.

- Work in an environment that fosters creativity and encourages continuous learning.

- Collaborate with experts and industry leaders in AI and technology.

- Enjoy a flexible and supportive work culture that values your input and growth.


If you are passionate about AI and have the skills and experience to drive our AI architecture to new heights, we would love to hear from you


Apply now and become a key player in our AI journey


Tell employers what skills you have

TensorFlow
Machine Learning
PySpark
Pandas
Big Data
Architect
Technology Scouting
Hadoop
Soft Skills
Keras
PyTorch
Python
Statistics
Data Science
Power BI
Data Visualization

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