Recommender System Engineer, AI-Driven (PICO-Lab) - San Jose New
Role details
Job location
Tech stack
Job description
About Team: PICO system prototyping team's mission is to incubate the next generation XR products including MR headsets, AR glasses and more smart wearables. Based on ByteDance group's vision, the team independently comes up with product vision, roadmap, definition, architecture as well as initial designs including experience, structural, electrical, firmware as well as software. The startup style team has always been working on system-level missions that are tremendously commercially valuable yet seem technically impossible, therefore, we are also called the IMF. Responsibilities - Build and productionize recommendation models (collaborative filtering, content-based, hybrid, deep learning approaches). - Design ranking and retrieval pipelines for low-latency, high-scale serving. - Partner with product, data science, and engineering to define personalization strategy. - Run offline/online experiments (A/B tests) and iterate using metrics such as CTR, retention, and revenue lift. - Improve data pipelines, feature stores, and model monitoring for reliability and model quality. - Contribute to MLOps practices including CI/CD, model versioning, and observability.
Requirements
Minimum Qualifications - 5+ years of experience in machine learning engineering, recommendation systems, or ranking. - Strong Python skills and experience with ML frameworks (e.g., PyTorch or TensorFlow). - Experience with large-scale data tools (e.g., Spark, Kafka, Airflow, SQL). - Hands-on experience deploying ML models to production. - Solid understanding of relevance/ranking metrics and experimentation methodology. - Strong communication and cross-functional collaboration skills. Preferred Qualifications - PhD in Computer Science. - Experience with Mobile Development. - Experience with real-time personalization and feature stores.
Benefits & conditions
The base salary range for this position in the selected city is $212800 - $450000 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate's qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
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Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
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Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
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Exercising sound judgment., * Training Provided
- Regular team and company events
- Free drinks, fruit or food
- Subsidized public transport
- Flexible working
- Free Gym or Gym Subsidy
- Private Medical/Dental healthcare
- Annual Health Check
- Bonus/Reward Scheme
- Childcare Vouchers
- Cycle to work scheme
- Paid Overtime
- Stock Options
- Language Classes
- Game Jams
- Four Day Workweek