Software Engineer, Product
Bellevue, WA
Meta
Giving people the power to build community and bring the world closer together- Develop and improve privacy-preserving machine learning Ads ranking models to maximize data utility, improve model performance, increase Ads revenue while respecting user’s privacy
and keeping compliant to privacy-related regulations and policies. - Develop, design, create, modify, and/or test software applications or systems for Ads ranking system.
- Develop a strong
understanding of Ads-related product area, codebase, and/or systems. - Demonstrate proficiency in data analysis, programming, and software engineering.
- Produce high-quality code with
good test coverage using modern abstractions and frameworks. - Work on problems of privacy-preserving machine learning for Ads Ranking, where analysis of situations or data requires a
review of a variety of factors including privacy compliance. - Exercise judgment within defined procedures and practices to determine appropriate action.
- Master internal development
standards from developing to releasing code in order to take on tasks and projects with increasing levels of complexity.
- Requires a Master’s degree (or foreign degree equivalent) in Computer Science, Engineering, Information Systems, or a related field.
- Requires completion of a university-level course, research project, internship, or thesis in the following:
- 1. Machine learning, with at least one paper published in NLP area
- 2. Privacy-enhanced technology for ranking systems
- 3. Familiar with ONNX Runtime and proficient in deploying models
- 4. Proficient in at least one of the following programming languages: C++, Python, Hack
- 5. Experienced in Perl programming language and its various libraries and framework
- 6. Built large-scale infrastructure applications with Apache Spark, Flink, Hadoop, Storm, Kafka Streams for efficient data processing and stream integration
- 7. Created web applications using technologies such as React, Vue, Angular, and Node.js
- 8. Understands relational databases and has experience with MongoDB, Redis, SQL, and InfluxDB
- 9. Experience with WebAssembly (Wasm) and integrating it with JavaScript/Typescript, including creating and utilizing interfaces for efficient web application performance
$137,259/year to $158,400/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Equal Employment Opportunity and Affirmative Action Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com.
Tags: Angular Computer Science Data analysis Engineering Flink Hadoop InfluxDB JavaScript Kafka Machine Learning MongoDB NLP Node.js ONNX Perl Physics Privacy Python RDBMS React Research Spark SQL TypeScript VR Vue
Perks/benefits: Career development Equity / stock options Health care Salary bonus
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