Tech Lead, Machine Learning Engineer
As a leading global AI company, ByteDance is constantly pushing the boundaries of innovation and technology. We are seeking a highly skilled and experienced Tech Lead, Machine Learning Engineer to join our dynamic team and drive the development of cutting-edge machine learning models and systems. If you possess a passion for creating groundbreaking solutions and have a proven track record in leading successful machine learning projects, we want to hear from you! Join us in shaping the future of AI and be a part of our exciting journey.
- Lead the development and implementation of state-of-the-art machine learning models and systems at ByteDance.
- Collaborate with cross-functional teams to identify business needs and translate them into technical requirements for machine learning projects.
- Stay updated on the latest advancements in machine learning and AI technologies to ensure ByteDance remains at the forefront of innovation.
- Mentor and guide a team of machine learning engineers to deliver high-quality and efficient solutions.
- Conduct regular performance evaluations and provide constructive feedback to team members.
- Manage project timelines and resources to ensure timely delivery of projects.
- Work closely with product managers, data scientists, and software engineers to integrate machine learning models into products and services.
- Take ownership of the end-to-end development cycle of machine learning projects, from ideation to deployment.
- Identify and resolve technical challenges in a timely manner.
- Collaborate with external partners and researchers to leverage their expertise and incorporate it into our projects.
- Stay updated on industry trends and competition to inform decision-making and drive innovation.
- Communicate effectively with stakeholders to present project updates, findings, and recommendations.
- Ensure compliance with data privacy and security regulations in all machine learning projects.
- Continuously monitor and improve the performance of existing machine learning models and systems.
- Foster a culture of innovation, collaboration, and continuous learning within the team.
Strong Understanding Of Machine Learning Concepts And Algorithms: A Tech Lead, Machine Learning Engineer At Bytedance Should Possess A Deep Understanding Of Various Machine Learning Techniques Such As Supervised And Unsupervised Learning, Deep Learning, Reinforcement Learning, Etc. They Should Also Have A Solid Understanding Of The Underlying Mathematical Concepts And Be Able To Apply Them To Solve Complex Problems.
Proficiency In Programming Languages And Frameworks: The Ideal Candidate Should Be Proficient In Programming Languages Such As Python, Java, And C++, As Well As Popular Machine Learning Libraries Like Tensorflow, Pytorch, And Scikit-Learn. They Should Also Have Experience With Distributed Computing Frameworks Like Spark And Hadoop.
Experience In Developing Machine Learning Models: A Tech Lead, Machine Learning Engineer Should Have Hands-On Experience In Developing And Deploying Machine Learning Models In A Production Environment. They Should Be Familiar With The Entire Model Development Lifecycle, From Data Preprocessing And Feature Engineering To Model Training And Evaluation.
Team Management And Leadership Skills: As A Tech Lead, The Candidate Should Have Experience In Managing And Leading A Team Of Machine Learning Engineers And Data Scientists. They Should Have Excellent Communication Skills And Be Able To Effectively Collaborate With Cross-Functional Teams To Deliver Projects On Time.
Strong Problem-Solving And Analytical Skills: A Tech Lead, Machine Learning Engineer Should Possess Strong Problem-Solving And Analytical Skills To Tackle Complex Business Problems. They Should Be Able To Identify The Right Approach And Methods For Solving A Problem And Have The Ability To Think Critically And Creatively.
Data Analysis
Deep Learning
Data Visualization
Natural language processing
Algorithm development
Statistical modeling
Python programming
Big Data management
Neural Networks
Machine Learning Frameworks
Model Optimization
Communication
Conflict Resolution
Emotional Intelligence
Leadership
Time management
creativity
Critical thinking
Teamwork
Adaptability
Problem-Solving
According to JobzMall, the average salary range for a Tech Lead, Machine Learning Engineer in Los Angeles, CA, USA is between $131,000 and $168,000 per year. This salary range may vary depending on factors such as experience, skills, and the specific company or industry. It is important to note that salaries in the tech industry can also include bonuses and stock options, which can significantly increase the overall compensation package.
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ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures, and geographies. Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.
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