Pinterest

Machine Learning Engineer II

Pinterest$215K — $285K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Ph.D. in Statistics, Mathematics, or a related quantitative field.
  • 2 years of experience in machine learning or a related field.
  • Experienced in developing data pipelines with Hadoop and Spark.
  • Proficient in user modeling and recommender systems for 2 years.
  • Knowledge of natural language processing and computer vision algorithms for 1 year.
  • Hands-on experience with LLM and CLIP models using TensorFlow or PyTorch for 1 year.
  • Skilled in design and improvement of advertising algorithms using Python, Java, or Go.

Responsibilities

  • Build advanced technology to personalize Pinterest using ML.
  • Collaborate with teams to refine ML models for products like Homefeed and Search.
  • Implement data-driven approaches to enhance recommendations and ads.
  • Rapidly experiment and launch product features in a dynamic setting.
  • Stay updated on trends in recommendation systems.
  • Utilize LLMs to boost content comprehension.
  • Develop market applications of large language models.

Benefits

  • Telecommuting and remote work options available.
Full Job Description
Job Duties: Build cutting edge technology using the latest advances in deep learning and machine learning to personalize Pinterest. Partner closely with teams across Pinterest to experiment and improve ML models for various product surfaces (Homefeed, Related Product, and Search), while gaining knowledge of how ML works in different areas. Use data driven methods and leverage the unique properties of our data to improve content recommendation and ads delivery. Work in a high-impact environment with quick experimentation and product launches. Keep up with industry trends in recommendation systems. Leverage LLMs to enhance content understanding. Telecommuting and/or remote employment permitted. Minimum Requirements: Ph.D. (or foreign equivalent) in Statistics, Mathematics, or a related quantitative discipline such as Biophysics and Quantitative Biology plus two (2) years of experience in the job offered or a related occupation. Special Skill Requirements: (1) Developing and maintaining data pipelines for training datasets utilizing Hadoop and Spark (2 years); (2) Machine Learning Methods (user modeling, recommender system (2 years) ; (3) Analyzing user behavior signals and enforcement actions by applying natural language processing (NLP) and computer vision-based recommendation algorithms (1 year); (4) Leveraging LLM and CLIP models implemented with TensorFlow and PyTorch (1 year); (5) Designing and improving advertising algorithms using Python, Java and Go (2 years); (6) Developing multi-module market applications of large language models (LLMs) to align visual and language information (1 year). Full-time telecommuting is an option. Salary: $215,250.00 - $285,982.00 per annum Reference #: L25-163643 This position is not available for relocation assistance.

About Pinterest

Pinterest is a social media platform that allows users to discover and save ideas for recipes, home decor, fashion, and more. The company was founded in 2010 and is headquartered in San Francisco, California. Pinterest has over 400 million monthly active users and is available in over 30 languages. The company's mission is to help people discover and do what they love.
Learn more about Pinterest
Size
3,225 employees
Market Cap
$16 billion
Industry
Net Income
-$128.3 million
Founded
2009
5 Year Trend
+53.9%
Revenue
$1.6 billion
NASDAQ

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