AI Solutions Data Scientist (APAC)

Technology Taiwan, Taiwan


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


About Beyond Limits 

Beyond Limits is a pioneering Artificial Intelligence engineering company creating advanced software solutions that go beyond conventional AI. Founded in 2014 with a legacy in space exploration, Beyond Limits is transforming proven technologies from Caltech and NASA’s Jet Propulsion Laboratory into advanced AI solutions, hardened to industrial strength, and put to work for forward-looking companies on earth. We leverage this unparalleled innovation portfolio, along with proprietary cognitive technologies, to help companies solve tough, complex, mission-critical problems and transform their business. We apply a unique hybrid approach to AI, combining numeric AI techniques like machine learning with higher order symbolic AI and expert human knowledge to deliver intuitive cognitive reasoning and information. Our cognitive computing technology mimics human thought processes and provides explainable reasoning to aid human-like decision-making. 

Beyond Limits provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. In addition to federal law requirements, Beyond Limits complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training. 
 
Beyond Limits expressly prohibits any form of workplace harassment based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status. Improper interference with the ability of Beyond Limit’s employees to perform their job duties may result in discipline up to and including discharge.