Responsibilities
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy.
TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity;
to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together.
That's how we drive impact - for ourselves, our company, and the communities we serve. Join us.
Our Team Supply Side Algorithms
Our team is committed to expanding the number of merchants and creators on TikTok Shop, as well as providing them with comprehensive support to foster growth within the TikTok Shop ecosystem.
We achieve this by developing end-to-end algorithmic capabilities utilizing machine learning, data mining, and causal inference methodologies.
We are seeking a talented and motivated Machine Learning Engineer with expertise in marketplace growth to join our dynamic and fast-paced team.
In this role, you will collaborate with cross-functional teams including data scientists, product managers, and business stakeholders to develop innovative solutions that drive the growth of merchants and creators in TikTok Shop.
Responsibilities
1. Utilize advanced machine learning techniques to analyze large-scale datasets and identify meaningful, correlations, and causal relations related to merchant and creator growth in TikTok Shop
2. Collaborate with business stakeholders, product managers, and data scientists to define data mining objectives and develop strategies to address complex business problems and opportunities.
3. Apply feature engineering techniques to derive relevant features and embeddings from raw data and improve the performance of machine learning models.
4. Develop scalable and efficient data pipelines to preprocess and transform data for machine learning tasks, ensuring data quality, consistency, and availability.
5. Evaluate and benchmark different machine learning approaches, algorithms, and tools, and recommend the most appropriate solutions based on performance, scalability, and interpretability.
6. Stay updated with the latest advancements in data mining, machine learning, and related fields, and apply this knowledge to enhance the team's capabilities and identify new opportunities.
7. Communicate findings, insights, and technical concepts effectively to both technical and non-technical stakeholders, fostering a collaborative and data-driven decision-making culture.
Qualifications
Qualifications
1. Highly self-motivated to drive business growth and foster technical advancement.
2. Master's or advanced degree in Computer Science, Data Science, Statistics, or a related field.
3. 3+ years experience as a Machine Learning Engineer, Data Scientist, and experience in causal machine learning is preferred
4. Work experience in user growth, marketing algorithms, recommendation algorithms, advertisement algorithms or related fields is preferred.
5. Proficient in using SQL and Python and experience with data manipulation
6. Experience with big data processing frameworks (e.g., Hadoop, Spark) and distributed computing for efficient data mining on large-scale datasets.
7. Solid understanding of machine / deep learning concepts and techniques, including feature engineering, model evaluation, and optimization.
8. Strong analytical and problem-solving skills, with a demonstrated ability to handle and derive insights from complex and unstructured datasets.
9. Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams and convey technical concepts to non-technical stakeholders.
TikTok 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 TikTok, our mission is to inspire creativity and bring joy.
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.
TikTok 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 : / / shorturl.at / cdpT2
Machine Learning Engineer Graduate (E-Commerce Knowledge Graph - CV/Multimodal/NLP)- 2025 Start (BS/MS)
Experience with machine learning and deep learning algorithms, and text representation methods. The Knowledge Graph team is responsible for the neural network of e-commerce, which includes tasks such as categorizing products, influencers, and merchants, mining product information, and providing this...
Software Engineer I, AI & Machine Learning
Collaborate with data scientists, software engineers, and cross-functional teams to understand model requirements and translate them into scalable and efficient solutions. Empowering more than 50 percent of the Fortune 500 in 198 countries, Payscale provides a combination of diverse and dynamic data...
Senior Frontend Software Engineer, Global E-commerce Supply Chain and Logistics
Global e-commerce business team hopes to provide users with more tailored, active and efficient consumption experience, enabling merchants to receive stable and reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable an...
Machine Learning Engineer
Our products and client focused solutions use state of the art ML and Deep Learning techniques and ML Engineering Platforms. At ZS, we believe that making an impact demands a different approach; and that's why here your ideas elevate actions, and here you'll have the freedom to define your own path ...
Machine Learning Engineer Intern (Search E-commerce) - 2025 Summer (MS)
Promote the healthy development of the ecosystem: From the perspective of the industry and businesses, solve challenging problems such as supply and demand matching, business cold start, and sustainable business growth, etc. We use state-of-the-art large-scale machine learning technology, the cuttin...
AIML - Machine Learning Engineer, Machine Learning Platform & Infrastructure
The Apple Knowledge Platform team is building groundbreaking technology for algorithmic search, machine learning, natural language processing, and artificial intelligence. Bring passion and dedication to your job and there’s no telling what you could accomplish. The features we build are redefining ...
Machine Learning Engineer, 5+ Years Experience
Strong understanding of machine learning approaches and algorithms. The Company’s three core products are , a visual messaging app that enhances your relationships with friends, family, and the world; , an augmented reality platform that powers AR across Snapchat and other services; and its AR glass...
Senior Machine Learning Engineer
Adobe Firefly is looking for a Sr Machine Learning Engineer to work on large scale data processing to enable video and audio genai foundational model training. Design and implement reusable and scalable data loading framework that supports video and audio foundational model training in large-scale a...
Machine Learning Engineer - Machine Learning Infrastructure - USDS
Currently, we are looking for Machine Learning Engineer - Machine Learning Infrastructure to join our team to support and advance that mission. Responsibilities:- Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models. Respons...
Machine Learning Pipeline Engineer
A company is looking for a Machine Learning Pipeline Engineer to build efficient and effective ML pipelines for an anti-ransomware solution. ...