TikTok

Senior Machine Learning Engineer (Multiple Positions)

TikTok$202K — $368K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's or foreign equivalent in a quantitative field (2 years experience) or Bachelor's with 5 years of related experience
  • 2 years of coding experience in Python or C++
  • Experience optimizing, training, and deploying models using PyTorch or TensorFlow
  • Knowledge of developing large-scale ML systems
  • Familiar with Big Data frameworks like Spark, Hadoop, or Flink

Responsibilities

  • Develop and optimize large-scale ML systems and algorithms
  • Manage the full ML modeling lifecycle from data preparation to model selection
  • Conduct statistical analyses for user procedure experiments
  • Build and train ML and deep learning models to analyze user behavior
  • Aggregate and analyze data using big data analytics tools
  • Design ML models to enhance systems and product strategies
  • Collaborate with stakeholders on product strategy and mentor junior engineers

Benefits

  • Day one access to medical, dental, and vision insurance
  • 401(k) with company match
  • Paid parental leave
  • Short and long-term disability coverage
  • Life insurance and wellbeing benefits
  • 10 paid holidays and 10 paid sick days
  • 17 days of Paid Personal Time with increasing accruals over tenure
Full Job Description
Responsibilities Develop, build, and optimize the performance of large and highly scalable ML systems, algorithms, strategies, models and/or infrastructures. Work across the full machine learning (ML) modeling lifecycle, including data preparation, feature engineering, hyperparameter tuning and evaluation, and model selection. Formulate real-world user data modeling in statistical learning problems. Design and execute user procedure experiments, tests, and significance analyses by applying statistical test theories to optimize user experience. Build and train ML models, deep learning models and their variants to analyze and predict user behavior metrics and treatment effects with ML frameworks. Use big data frameworks and analytics tools to aggregate, collate, and analyze data. Research and design ML models to optimize systems, features, algorithms, and product strategies. Collaborate with key stakeholders and cross-functional teams to define product strategy and features, and to assist in defining products and driving initiatives from a ML engineering viewpoint. Mentor junior Machine Learning Engineers and interns. Qualifications Qualifications Must have a Master's degree or foreign equivalent degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Statistics, Mathematics, or a related quantitative field, and 2 years of related work experience; or a Bachelor's degree or foreign equivalent degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Statistics, Mathematics, or a related quantitative field, and 5 years of post-bachelor's, progressive related work experience. Of the required experience, must have 2 years of experience in each of the following: Coding using Python or C++; Optimizing, training, and deploying machine learning and deep learning models using PyTorch or TensorFlow; Developing code and identifying issues in Linux environment; Developing and deploying large-scale machine learning systems; and Utilizing Big data framework Spark, Hadoop, or Flink. Type: Full time, 40 hours/week Location: Bellevue, WA Salary Range: $202160 - $368220 per year To Apply, click the apply button below. Contact [redacted] if you have difficulty submitting resume through the website. Job Information [For Pay Transparency]Compensation Description (Annually) The base salary range for this position in the selected city is $202160 - $368220 annually. Compensation may vary outside of this range depending on a number of factors, including a candidate's qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units. Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure). The Company reserves the right to modify or change these benefits programs at any time, with or without notice.

About TikTok

TikTok is a social media app that allows users to create and share short videos. The app was launched in 2016 by Chinese tech company ByteDance. TikTok has become one of the most popular social media apps in the world, with over 1 billion active users. The app has been downloaded over 2 billion times worldwide. TikTok has faced controversy over its data privacy practices and its potential ties to the Chinese government. In 2020, the app faced a potential ban in the United States, but a deal was reached with Oracle and Walmart to create a new company called TikTok Global.
Learn more about TikTok
Size
1,750 employees
Industry
Founded
2012

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