Cloud Data Scientist | AI ML Engineer  

Duties and Responsibilities:

• Solutioning and Design
  • Analyze business requirements and design a solution utilizing a possible combination of data science techniques, AI algorithms, machine learning models, and existing cloud services to address the pain points
  • Design optimal solutions and identify the optimal deployment strategies that maximize computational efficiency and minimize cost
• Design of AI algorithms and machine learning systems in the following areas:
  • Computer Vision
  • Natural Language Processing
  • Sound Processing
  • Anomaly Detection
  • Forecasting
• Technical Leadership
  • Spearhead the exploration of new technologies and cascade their usage to other team members
  • Convert solution designs into low-level task breakdowns that may be distributed among developer teams, taking into consideration the inter-dependencies of the tasks
  • Lead the estimation of tasks, taking into consideration possible risks that may extend the development
  • Review the outputs of other team members and ensure that they follow best practices
  • Help in resolving technical issues faced by team members, employing critical out-of-the-box thinking when considering possible solutions
• Development of Data Science and AI/ML SolutionsDevelop AI algorithms and training of machine learning models, including deep learning models, that perform the following functions:
  • Classification
  • Regression
  • Forecasting
  • Anomaly Detection
• Analyze datasets in the context of usage for advanced analytics and machine learning systems, including visualization of datasets for easier analysis
• Perform exploratory analysis on datasets using advanced analytics techniques to generate useful insights
• Perform basic data collection and data manipulation
• Evaluate AI and ML solutions to assess performance
• Deploy models and algorithms, especially using cloud deployment technologies

Qualifications:

• At least 4 years of experience in developing advanced analytics, AI, and machine learning solutions
• At least 1 year of experience in leading a team of data scientists and/or AI/ML engineers
• Bachelor’s degree in Math, Statistics, Hard Sciences (Physics, Chemistry, Biology, etc.), Engineering, or related field with a good grasp of the following subjects:
  • Probability and Statistics
  • Calculus
  • Linear Algebra
  • Analysis of Algorithms
• Proficiency in Python programming and usage of cloud services, particularly AWS
• Strong analytical and critical thinking skills