Home
/
Data and Analytics
/
Tech Lead, Machine Learning - Trust and Safety (Australia)
Tech Lead, Machine Learning - Trust and Safety (Australia)-November 2024
Sydney
Nov 23, 2024
ABOUT TIKTOK
As the leading destination for short-form mobile video, TikTok’s mission is to inspire creativity and bring joy.
5,001 - 10,000 employees
Social Media, Technology
VIEW COMPANY PROFILE >>
About Tech Lead, Machine Learning - Trust and Safety (Australia)

  Responsibilities

  TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, 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.

  About TnS-Live-Algo Team

  Our algorithm team is responsible for developing state-of-the-art computer vision and multimodality models and algorithms to protect our platform and users from the content and behaviors that violate community guidelines and related local regulations. With the continuous efforts from our team, TikTok Livestream is able to provide the best user experience and bring joy to everyone in the world.

  Job Description

  We are looking for a highly self-motivated research engineer to join our algo team. In our team, you will have the opportunity to participate in the development of the cutting-edge content understanding model to help improve the recognition ability of violated content in TikTok Livestream, and will also be responsible for optimizing our distributed model training framework continuously.

  As a tech lead - machine learning engineer, you will be driving resolution for one or more trust and safety domains, such as recommendation, CV, multimodality, LLM, etc. A successful candidate will have hands-on machine learning and software engineering experience. Also, you will take pride in working with other tech leads, product managers and business partners to identify and solve the most challenging safety and integrity problems in the internet scale.

  Responsibilities - What You'II Do

  • Build large-scale machine learning models and deploy them to the online trust and safety system

  • Develop short-term and long-term machine learning and engineering strategies, define vertical domain's priority and success metrics with our motivated engineers

  • Identify tech direction to continuously ship production and improve the ecosystem of our platform

  • Collaborate with the product team to define objectives and improve trust and safety strategy

  • Collaborate with data analysts to understand and find data patterns

  Qualifications

  • BS with 5+ years' industrial experience, or MS/PhD with 3+ years' relevant experience

  • Hands on experience in one or more of the following areas: machine learning, deep learning, pattern recognition, anomaly detection, data mining, computer vision, NLP or content understanding

  • Experience in trust and safety is a plus

  • Good programming skills in Python or similar languages

  • Experience in working on large scale production machine learning systems

  • Good communication and teamwork skills, passionate about learning new techniques and taking on challenging problems

  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.

  In the spirit of reconciliation, TikTok acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to their Elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.

Comments
Welcome to zdrecruit comments! Please keep conversations courteous and on-topic. To fosterproductive and respectful conversations, you may see comments from our Community Managers.
Sign up to post
Sort by
Show More Comments
SIMILAR JOBS
Program Manager TS/SCI with CI Poly REQUIRED
Program Manager TS/SCI with CI Poly REQUIRED Position Description This is a tremendous opportunity to influence high-level decision makers in the government through a transformational advisory role.
Oracle Hyperion DRM Admin
Oracle Hyperion DRM Admin Position Description CGI is looking for an experienced Oracle Hyperion DRM Administrator responsible for configuration, migration, troubleshooting, testing, performance tuni
Clinical Technologist/Technologist Trainee- 2nd Shift | Medical Drug Monitoring LCMS Instrument/Data Analysis
MedTox Laboratories is a subsidiary of Laboratory Corporation of America (LabCorp). The integration of LabCorp and Covance in 2015 makes LabCorp the largest health care diagnostic company in the worl
Camera Software - Computational Photography/Machine Learning Research Engineer
Summary Posted: Nov 10, 2023 Weekly Hours: 40 Role Number:200519262 The Camera Algorithms team is looking for passionate, self-driven computer vision/computational photography research engineers who
Stage : Déploiement d'un nouvel outil de documentation des activités de validation de systèmes/équipements, Belgique - 2024
Site Name: Belgium-Wavre Posted Date: Nov 21 2023 Aidez-nous à devancer la maladie en participant à notre programme de stages Formation requise : Vous êtes étudiant(e) en Bachelier/Master en Administ
Modelling/Forecasting Senior Specialist
Hours 40 Department Overview The Platform Delivery Team is responsible for coordinating and/or testing changes or enhancements to the components of the MLE Platform (Model Lifecycle Environment), a L
Associate Director - Digital Transformation
Site Name: Bengaluru Luxor North Tower Posted Date: Nov 29 2023Your role will bring technical expertise with project management acumen, ensuring seamless coordination and the successful implementatio
CIP Hygiene Technician - Rexdale, ON
Background & Purpose of the Job Help us Bring Out the Best! Unilever is now recruiting for a CIP Technician at our Rexdale facility where we produce Hellmann's Mayonnaise. In this role you will w
AIML - Sr Engineering Program Manager, ML Data & Infrastructure
Summary Posted: Nov 8, 2023 Weekly Hours: 40 Role Number:200519113 Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experience
Retail Stores Associate II
Become part of the Converse Team Converse is a place to explore potential, break barriers and push out the edges of what can be. The company looks for people who can grow, think, dream and create. It
Copyright 2023-2024 - www.zdrecruit.com All Rights Reserved