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Machine Learning Engineer

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Job updated 6 days ago

Job Description

  • Machine Learning Model Development: Design, develop, and implement machine learning models and algorithms to address business challenges and improve performance across various domains such as marketing
  • Data Analysis and Preprocessing: Analyze and preprocess large-scale datasets to extract meaningful insights and identify relevant features for model development. Cleanse transform, and normalize data to ensure data quality and consistency.
  • Model Training and Evaluation: Implement and optimize machine learning models using appropriate frameworks and tools. Train models using supervised and unsupervised learning techniques, and evaluate their performance using statistical metrics and validation techniques.
  • Collaborative Approach: Collaborate with cross-functional teams, including data engineers, business analysts, and domain experts, to understand business requirements and translate them into actionable machine learning solutions.
  • Research and Innovation: Stay up-to-date with the latest advancements in machine learning, data science, and related fields. Continuously explore and evaluate new algorithms, methodologies, and tools to enhance the company's data capabilities and competitive advantage.
  • Documentation and Reporting: Document all stages of the machine learning model development process, including data collection, preprocessing, model architecture, and evaluation results. Prepare reports and presentations to communicate findings and recommendations to both technical and non-technical stakeholders.

Requirements

Required: 

  • Master degree or above in computer science, data science, computational linguistics, or a related field.
  • At least two years of solid experience in developing and deploying machine learning models and algorithms.
  • Preferably proficient in Python. 
  • Strong understanding of machine learning algorithms and statistical techniques.
  • Experience with popular machine learning frameworks and libraries such as TensorFlow, PyTorch, or scikit-learn.
  • Excellent communication and collaboration skills to work effectively with cross-functional teams.
  • Able to communicate in English.

Good to have: 

  • Familiarity with big data processing technologies such as Hadoop, Spark, or SQL.
  • Comfortable working in a startup environment.
  • Familiarity with influencer marketing.

Note:

  • Please provide an English resume for our review.
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1
2 years of experience required
700,000 ~ 900,000 TWD / year
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About us

CreatorDB is an influencer marketing software platform and services team. We are expanding our influencer operations and are looking to work with more live streaming social media creators (eg. Twitch.tv), TikTok talent, and Instagrammers.
We have grown significantly in recent months and are looking to continue that trend. Our office, located in Taipei, is comprised of team members from many countries in a very friendly and international environment.


Team

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VP, Partnership
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Chief Executive Officer & Founder
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TPM
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