{"id":"2965507139","title":"Software Engineer (Machine Learning), Insider Risk - Global Security Organization","posted_at":"2026-04-15T16:05:54.000Z","apply_url":"https://lifeattiktok.com/search/7628705304439933237","locations":["San Jose, CA"],"employment_type":"full_time","workplace_type":null,"seniority_level":"mid","description_language":"en","source_name":"tiktok","source_url":"https://lifeattiktok.com/search/7628705304439933237","salary":null,"job_summary":"TikTok's Global Security Organization works to secure the platform and protect user data from internal and external threats. This Software Engineer role focuses on Insider Risk, developing automation and detection engineering solutions to mitigate threats and support investigation analysts.","job_description":{"responsibilities":["Optimize processes and act as a force multiplier to increase analyst productivity.","Implement data pipelines for model training, validation, and inference at petabyte scale.","Help stakeholders identify strategies for mitigating insider threats.","Maintain compliant data flows and automation access across business regions.","Contribute to technical projects through code, root cause analysis, and architecture design.","Collaborate globally to deploy solutions and ensure cross-functional adoption."],"minimum_qualifications":["Production experience deploying and debugging binary classifiers for anomaly detection.","Experience experimenting with different model architectures.","Experience implementing data pipelines at petabyte scale.","Proficiency in Python and SQL.","Proficiency in algebra and statistics.","Strong technical documentation and reporting skills.","Ability to handle confidential information with discretion."],"preferred_qualifications":["Bachelor's degree in Computer Science or Computer Engineering.","3+ years of industry experience as a machine learning engineer or researcher.","Knowledge of data engineering tools like Spark and Kafka.","Knowledge of machine learning approaches and model architectures like LSTM and Transformers.","Knowledge of training frameworks such as PyTorch, Tensorflow, and JAX.","Understanding of security telemetry including SIEM, EDR, and DLP.","Working knowledge of cloud platforms like OCI, GCP, or AWS."]},"visa_sponsorship":null,"experience_years_min":3,"job_address":null,"job_city":"San Jose","job_state":"CA","job_country":"US","location_lat":37.3361663,"location_lng":-121.890591,"keywords":["cross-functional","machine learning","architectures","documentation","stakeholders","architecture","code reviews","Transformers","Collaborate","engineering","statistics","production","TensorFlow","automation","enablement","reporting","telemetry","debugging","efficient","pipelines","workflows","strategy","security","Platform","business","internal","external","leading","PyTorch","privacy","design","global","deploy","Python","teams","Spark","video","Kafka","data","SQL","GCP","JAX","AWS"],"company":{"name":"TikTok","logo_url":"https://img.logo.dev/tiktok.com?token=pk_fWx5G5QrQMm-0Ud8BW3mBg&size=64&format=png","description":"TikTok is a global technology company that operates a short-form video platform and manages international business operations, including payroll and human resources functions across the EMEA region.","website_url":"https://www.tiktok.com","linkedin_url":"https://www.linkedin.com/company/tiktok","glassdoor_url":null,"x_url":"https://twitter.com/tiktok_us","instagram_url":"https://www.instagram.com/tiktok/","youtube_url":null,"github_url":"https://github.com/tiktok","huggingface_url":null,"tiktok_url":"https://www.tiktok.com/@tiktok","crunchbase_url":null,"facebook_url":"https://www.facebook.com/tiktok/","employee_count_range":"10000+","employee_count":36493,"founded_year":2016,"headquarters":{"address":"5800 Bristol Parkway, Culver City, CA 90230, United States","city":"Culver City, CA","country":"US","lat":34.0211224,"lng":-118.396466},"industry":"media","company_type":"enterprise","total_funding_usd":null,"locations":["Almaty","Amsterdam, Netherlands","Ashburn, VA","Austin, TX","Bangkok, Thailand","Berlin, Germany","Bogotá, Colombia","Brussels, Brussels-Capital Region","Bucharest, Romania","Buenos Aires, Argentina","Buford, GA","Cairo","Carol Stream, IL","Chicago, IL","Cimahi, Jawa Barat","Copenhagen, Denmark","Detroit, MI","Dubai","Dublin, Ireland","Düsseldorf, Germany","Fontana, CA","Gresik, Jawa Timur","Gurgaon, India","Hamar, Norway","Hamburg, Germany","Helsinki, Finland","Hillsboro, OR","Ho Chi Minh City, Vietnam","Houston, TX","Istanbul, Turkey","Jakarta Selatan, Jakarta Raya","Jakarta Utara, Jakarta Raya","Jakarta, Jakarta Raya","Johannesburg, Gauteng","Kouvola, Finland","Kuala Lumpur, Malaysia","Lisbon","London, United Kingdom","Los Angeles, CA","Madrid","Mexico City, Mexico","Miami, FL","Middlesex, NJ","Milan, Italy","Munich, Germany","New York, NY","Paris, France","Riyadh, Saudi Arabia","Rome, Italy","San Diego, CA","San Francisco, CA","San Jose, CA","Scottsdale, AZ","Seattle, WA","Seoul","Sidoarjo, Jawa Timur","Singapore","Stockholm, Sweden","Sydney, Australia","São Paulo, Brazil","Taguig, National Capital Region","Tel Aviv, Israel","Tokyo, Japan","Toronto, Canada","Warsaw, Masovian","Washington, DC","Yogyakarta"]},"structured_data":{"@context":"https://schema.org","@type":"JobPosting","@id":"https://curastem.org/jobs/2965507139#job","title":"Software Engineer (Machine Learning), Insider Risk - 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