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Senior Machine Learning Engineer

2 months ago

Bengaluru, India Bloomingo Full time

Job Title: Senior Machine Learning Engineer

Location: Bangalore, Karnataka, India (Relocation to Bangalore Required)

Job Type: On-Site | Full-time

Experience Level: 5+ Years


Company Overview: We are a startup in Ideation Stage, building a platform. We want to build recommendation engine like YouTube and Instagram. Our platform will recommend image posts, videos and eCommerce products according to user's interests.


To achieve this, we’re looking for a Senior Machine Learning Engineer who can develop the Machine Learning models so that we can build our recommendation engine.


Key Responsibilities


  • Develop and implement machine learning models to build the recommendation engine of our platform.
  • Analyze user behavior data to optimize and improve the accuracy of recommendations.
  • Utilize advanced recommendation algorithms, including collaborative filtering, content-based filtering, and hybrid models, to enhance user engagement.
  • Work closely with data engineers to ensure the availability, quality, and reliability of the data used for training models.
  • Continuously evaluate model performance using appropriate metrics and iterate on models to improve recommendation precision and user satisfaction.
  • Stay updated with the latest research and developments in machine learning and recommendation systems to integrate cutting-edge techniques into our platform.


Key Qualifications


  • 5+ years of experience in machine learning, with a focus on building and deploying recommendation systems.
  • Proficiency in machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
  • Deep understanding of recommendation algorithms (e.g., collaborative filtering, content-based filtering, hybrid models).
  • Strong background in data preprocessing, feature engineering, and model evaluation techniques.
  • Solid foundation in statistics and data analysis to drive insights and model improvements.
  • Strong communication skills to work effectively with cross-functional teams, including data engineers, backend developers, cloud architects and frontend developers.
  • Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.


What We Offer:


  • Competitive salary and equity options.
  • You will be in our startup's product Tech Team.
  • Opportunity to work in a fast-paced startup environment with a dynamic and innovative team.
  • The chance to make a significant impact on the development of a cutting-edge platform.
  • Continuous learning and professional growth opportunities.