ByteDance
Senior Machine Learning Engineer (Multiple Positions)
ByteDance, Seattle, Washington, us, 98127
Responsibilities
Formulate real-world user data modeling in statistical learning problems and work across the full machine learning (ML) modeling lifecycle, including data preparation, feature engineering, hyperparameter tuning and evaluation, and model selection based on different modeling scenarios to develop, build, and optimize the performance of large and highly scalable ML systems, algorithms, strategies, models and/or infrastructures. Design and execute user procedure experiments, tests, and significance analyses by applying statistical test theories to optimize user experience. Building and training ML, 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 experiment data. Research and design on ML models to optimize our systems, features, algorithms, and product strategies. Partner with product managers and product strategy and operation team to define product strategy and features. Collaborate with strategy team, product managers, policy team and other key stakeholders to assist in defining products and driving initiatives from ML engineering viewpoint. Mentor junior Machine Learning Engineers and interns. 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 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 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 – Utilizing Big data framework Spark, Hadoop, or Flink Type: Full time, 40 hours/week Location: Bellevue, WA Salary Range: $178,069 - $341,734 per year To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website. ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request#IND-DNI Job Information
#J-18808-Ljbffr
Formulate real-world user data modeling in statistical learning problems and work across the full machine learning (ML) modeling lifecycle, including data preparation, feature engineering, hyperparameter tuning and evaluation, and model selection based on different modeling scenarios to develop, build, and optimize the performance of large and highly scalable ML systems, algorithms, strategies, models and/or infrastructures. Design and execute user procedure experiments, tests, and significance analyses by applying statistical test theories to optimize user experience. Building and training ML, 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 experiment data. Research and design on ML models to optimize our systems, features, algorithms, and product strategies. Partner with product managers and product strategy and operation team to define product strategy and features. Collaborate with strategy team, product managers, policy team and other key stakeholders to assist in defining products and driving initiatives from ML engineering viewpoint. Mentor junior Machine Learning Engineers and interns. 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 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 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 – Utilizing Big data framework Spark, Hadoop, or Flink Type: Full time, 40 hours/week Location: Bellevue, WA Salary Range: $178,069 - $341,734 per year To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website. ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request#IND-DNI Job Information
#J-18808-Ljbffr