Data Scientist Solutions Architect

Technology Glendale, California


Description

Position Overview

Our AI Solutions team is seeking an experienced data scientist. The ideal candidate is a skilled Solutions Architect or Consultant, proficient in data science programming and techniques, and comfortable in a client-facing role. As an AI Solutions Data Scientist, you will be architecting AI-centric solutions to client challenges, leading a project team as a player-coach to implement proof-of-concepts, and working with the software engineering team to deploy project deliverables for client testing.

Job Duties/Responsibilities

  • Work cross-functionally with domain experts, technical sales, and product owners to architect AI-based solutions in technical and industrial applications
  • Determine project scope, deliverables, and success criteria, and ensure they are sufficient to address client challenges and consistent with their expectations
  • Lead delivery and work collaboratively with the project team to brainstorm, design, and implement technical solutions to challenging problems
  • Ingest, organize, and analyze data from various sources, such as CSV or relational databases
  • Perform EDA or other data science analysis to scope unstructured problems or messy data for tractable insights
  • Identify candidate statistical or machine learning solutions and test their efficacy
  • Lead client interactions during technical engagement, including project meetings, technical reviews, and solution demonstrations
  • Review and finalize deliverables to ensure high quality content consistent with client and company expectations

Qualifications and Skills

  • Bachelor’s degree in a scientific or engineering domain
  • 4+ years of relevant industry work experience
  • Excellent understanding of statistical and machine learning techniques, such as clustering, regression, time series forecasting, tree-based methods, sampling methods
  • Demonstrated ability using scientific computing libraries, such as NumPy, Pandas, SciPy, Scikit-learn, Matplotlib, and Plotly
  • Programming proficiency in Python
  • Consulting, technical sales or solution architecture experience
  • Strong oral and verbal communication skills

Preferred Requirements

  • Ph.D. or Master’s degree in a scientific or engineering domain
  • Experience in a scientific or industrial domain
  • Strong statistical knowledge and experience with hypothesis testing
  • Fluency with machine learning algorithms, such as CNN, RNN, reinforcement learning, support vector machines, and graph-based models
  • Experience with TensorFlow, Keras, or PyTorch
  • Experience with version control systems (e.g. Git flow)
  • Research experience with high impact publications


Please note: Due to COVID-19, all positions at Beyond Limits are currently remote. However, once our offices are fully reopened, most work is expected to be performed in-person at our main headquarters in Glendale, CA.