AI Architect

Company: Quest Groups LLC
Location: San Francisco, California, United States
Type: Full-time
Posted: 15.MAY.2021

Summary

AI Architect Location: San Francisco, CA (remote) Key Responsibilities As an AI Architect, you will have a chance to work and conduct re...

Description

AI Architect

Location: San Francisco, CA (remote)


Key Responsibilities

As an AI Architect, you will have a chance to work and conduct research on cutting-edge algorithms, particularly NLP/NLU, clustering and classification, neural networks, and a variety of AI/ML algorithms that improve the way human employees interact with digital employees.


You will design and develop solutions within the Artificial Intelligence spectrum in areas such as conversational engines, predictive analytics and expert systems. You will report to senior management and influence change. Your role will require knowledge in a broad spectrum of building blocks including data mining techniques, relational databases, cloud architecture and machine learning algorithms. You will be working cross-functionally with technical and non-technical teams.


As part of your role, you may need to:

  • Design and implement machine learning models for our platforms
  • Collaborate with engineers, data scientists, and product managers to design the building blocks and define overall requirements for projects
  • Optimize and refine the architecture based on feedback from stakeholders
  • Engage with leadership and customers in strategic discussions to assess AI requirements for specific projects, and recommend solutions after conducting comprehensive analyses
  • Participate in discovery meetings to understand customers' AI requirements and architect solutions that meet their needs
  • Extract and manipulate large datasets using standard tools such as Python, R and SQL
  • Drive the collection of new data and the refinement of existing data sources
  • Experiment with, apply, and benchmark new AI algorithms, with particular focus on NLP
  • Assess the feasibility of new ideas with proof-of-concept prototypes, and help integrate them to the products
  • Communicate complex concepts and the results of analyses in a clear and effective manner to technical and non-technical audiences
  • Collaborate with other team members and cross-functionally to share knowledge and discuss initiatives
  • Conduct workshops to train team members and customers


Minimum Qualifications

  • A graduate degree in Data Science, Analytics, AI, Statistics or a related field from an accredited institution
  • A bachelor's degree in Computer Science or related field
  • 7+ years of relevant work experience, including experience with Python, R and SQL, as well as knowledge of AI/ML models, frameworks and libraries
  • 5+ years of experience working on NLP projects
  • Proven experience in some off the following areas: statistical modeling and data analysis, Bayesian and frequentist statistical frameworks, data wrangling, machine learning
  • Capable of applying basic principles of data science (machine learning, statistics, computer science, mathematics) to solve technical problems
  • Self starter, able to work independently under tight deadlines
  • Prepared to work in a team environment and effectively collaborate with other team members to deliver joint solutions
  • Can share results and communicate clearly with team members and stakeholders, even in non-technical forums
  • Shows desire to acquire new skills and eager to learn from more senior team members
  • Able to mentor and guide junior team members


Bonus Qualifications

  • Experience with developing conversational engines is a strong plus
  • Experience in cryptocurrency/blockchain is a plus
  • Fluent and biliterate in Russian and English


Additional Job Information

  • Comprehensive benefit package
  • Remote: Work from home

 
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