Machine Learning Engineer Associate - Nepal

About the Company

Fusemachines (http://www.fusemachines.com) builds AI Schools in underserved communities (AI Education Solution) and connects the graduates to AI job opportunities (AI Talent Solution). Fusemachines AI Schools run AI Microdegree® and Certificate programs in physical classrooms using it’s proprietary content and learning platform.

 Qualifications & Experience:

  • Must have a fulltime degree in Computer Science or similar.
  • At least 3-6 months of work (trainee/intern) experience

 
Required Skills:

  • Theoretical and practical knowledge of SQL / NoSQL databases with hands on experience in at least one database system.
  • Solid understanding of Data Structure and Algorithms.
  • Solid understanding of Object Oriented Programming concepts.
  • Knowledge of Linux / Windows with system troubleshooting capabilities.
  • Familiarity with Version Control tools such as Git.
  • Ability to work with RESTful Web Services in JSON and XML formats.
  • Strong written and verbal communication skills in English.
  • Familiarity or the ability to learn and adapt to current trends and best practices.
  • Must be self-motivated, flexible, collaborative, with an eagerness to learn.
  • Ability to work independently or in a collaborative environment with a proactive attitude.
  • Working knowledge of basic Machine Learning concepts: algorithms, evaluation procedures, etc.
  • Good grasp of the mathematical foundations of Machine Learning: Linear Algebra, Probability and Statistics, Calculus, etc.
  • Proficiency with Python, with ability to make use of tools and libraries.
  • Good grasp of libraries like numpy, pandas, scikit-learn, etc.
  • Familiarity with a deep learning library such as TensorFlow, Keras, Pytorch, etc.
  • Familiarity with Python web frameworks such as Flask, Django, etc.
  • Record of academic publishing in related conferences and/or journals is a plus.

 
Roles and Responsibilities:

  • Assist with writing requirement specifications and design documents for a variety of development tasks including feature development, database design and system integrations.
  • Assist with developing AI applications and code software applications to adhere to designs that support business requirements for internal and external clients.
  • Create teaching contents, assignments and projects 
  • Prepare lesson plans, instruct students and support learning experience improvement
  • Work under tight deadlines to deliver quality, robust software.
  • Preparation, drafting, and review of software documentation and project reports to meet senior staff and client requirements.
  • Refactoring, debugging, testing and implementing changes to existing applications to meet project requirements.
  • Report work progress regularly to the supervisor.
  • Regularly attend internal and client meetings.
  • Deploy, monitor and maintain applications as per requirement
  • Research and develop machine learning models and work on the whole ML pipeline: data collection, wrangling, pre-processing, model building, evaluation and deployment
  • Perform data analysis to uncover insights that can be immediately actionable or can inform decisions around the ML process.
  • Demonstrate end-to-end holistic understanding of the applications being created
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