Petadata - San Francisco, CA

posted 4 months ago

Full-time - Mid Level
San Francisco, CA

About the position

As an AI/ML Developer with Python at PETADATA, you will play a crucial role in understanding the needs of application and product developments while addressing client challenges through the integration of AI capabilities. Your primary responsibility will be to manage and develop coding tasks and research and development (R&D) initiatives that align with our AI strategy. You will collaborate with cross-functional teams to identify and prioritize key areas within partner businesses where AI solutions can yield significant benefits. In this role, you will analyze and implement AI and machine learning (ML) coding solutions, ensuring that high ethical standards are maintained throughout the process. You will engage in functional design, process design—including scenario design and flow mapping—prototyping, testing, training, and defining support procedures in collaboration with an advanced engineering team and executive leadership. Additionally, you will articulate and document development tasks, solutions architecture tasks, and lessons learned from each exploration and accelerated incubation. You will also manage development team tasks, conducting assessments of the AI and automation market and competitor landscape. Serving as a liaison between stakeholders and project teams, you will deliver feedback and enable team members to make necessary adjustments in future product development tasks. Staying up to date with the latest advancements in AI and ML technologies is essential, as is having the zeal to experiment with new algorithms and techniques to enhance the capabilities of our AI/ML systems.

Responsibilities

  • Understand the needs of applications/product developments and client challenges to integrate AI capabilities.
  • Manage and develop coding tasks and R&D to meet AI strategy needs.
  • Work with cross-functional teams to identify and prioritize key areas for AI solutions.
  • Analyze and implement AI and ML coding solutions while maintaining ethical standards.
  • Engage in functional design, process design, prototyping, testing, training, and defining support procedures.
  • Document development tasks, solutions architecture tasks, and lessons learned.
  • Manage development team tasks and conduct assessments of the AI and automation market.
  • Serve as a liaison between stakeholders and project teams, delivering feedback for product development.
  • Stay updated with advancements in AI and ML technologies and experiment with new algorithms.

Requirements

  • 8+ years of experience in applying AI to practical technology development solutions.
  • Expertise in ML, deep learning, TensorFlow, Python, and NLP.
  • 3+ years of hands-on experience with Python, Streamlit, and FastAPI.
  • Skills in program leadership, governance, and change enablement.
  • Hands-on experience with ChatGPT and LLMs.
  • Knowledge of basic algorithms, object-oriented and functional design principles, and best-practice patterns.
  • Experience using Flask, OOP concepts, GIT, and basic Unix.
  • Knowledge of reporting tools like Power BI.
  • Experience with cloud computing platforms (AWS, Azure, Google Cloud Platform) for model deployment.
  • Experience with LLMs, Gen AI, Langchain, transformers.
  • Hands-on experience with vector databases (Milvus, FAISS, Pinecone, Vespa, etc.).
  • Experience in REST API development, NoSQL database design, and RDBMS design and optimizations.
© 2024 Teal Labs, Inc
Privacy PolicyTerms of Service