Machine Learning Engineer

Togglecorp

Togglecorp (TC) was established in 2016 with a mission to create software products that focus on enhancing the user experience by delivering systems that use and adapt to the latest technologies through constant research and development. With a diverse team, TC specializes in frontend design and data visualization technologies as well as information sourcing and management processes. TC believes that…

Job Information

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    Duty Station Lalitpur
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    Type of Appointment Full time
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    No. of Openings 1 opening
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    Salary Competitive /
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    Job Category Computer Engineering
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    Job Level : Executive

Job Description

Job Description

We are looking for an expert in machine learning engineering to help us extract value from our data. You will lead a project that requires the creation of models that will classify qualitative information such as text and creating and implementation of ML models and deploying them in production.

The ideal candidate should be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.

Responsibilities

  • Understanding client requirements and developing models in line with the need of the project requirements.
  • Creating ML algorithms to classify texts in a scalable way.
  • Understanding the data and suggesting the best approach to verifying data quality, and/or ensuring data consistency.
  • Understanding the source of the data and suggesting ways to improve the data acquisition process if needed.
  • Defining the preprocessing or feature engineering to be done on a given dataset
  • Training models and tuning their parameters if/when needed
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production
  • Managing available resources such as hardware, data, and personnel so that deadlines are met

Required Qualification & Experience

  • Bachelor’s Degree with Proficiency with various Machine Learning frameworks and tools such as NumPy, sklearn, pandas, Matplotlib, spaCy, nltk, pyTorch, etc
  • Proficiency with Python and basic libraries for data visualization such as Matplotlib, bokeh, etc
  • Good understanding of statistics for machine learning
  • Expertise in visualizing and manipulating big datasets
  • Familiarity with Linux
  • Ability to work with lead independently as well as work with a team
  • Ability to work on sprints and complete story points as assigned by the scrum master,
  • Familiarity with AWS and deployment of NLP models in AWS is a plus

How to Apply

Interested candidates are requested to send their CV and Cover letter in mentioned mail address: hr@togglecorp.com

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