Software Engineer
Bellevue, WA
Meta
Giving people the power to build community and bring the world closer together- Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.
- Have industry experience working on a range of ranking, classification, recommendation, and optimization problems, e.g. payment fraud, click-through or conversion rate prediction, click-fraud detection, ads/feed/search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection.
- Working on problems of moderate scope, develop highly scalable systems, algorithms and tools leveraging deep learning, data regression, and rules based models.
- Suggest, collect, analyze and synthesize requirements and bottleneck in technology, systems, and tools.
- Develop solutions that iterate orders of magnitude with a higher efficiency, efficiently leverage orders of magnitude and more data, and explore state-of-the-art deep learning techniques.
- Receive general instruction from supervisor, code deliverables in tandem with the engineering team.
- Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models.
- Suggest, collect and synthesize requirements.
- Create effective feature roadmaps.
- Code deliverables in tandem with the engineering team.
- Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).
- Requires Bachelor’s degree (or foreign equivalent) in Computer Science, Engineering, Mathematics, or a related field and two years of work experience in job offered or in a related occupation.
- Experience must include 12 months involving the following:
- 1. Machine Learning Frameworks: PyTorch, MXNet, or Tensorflow
- 2. Machine learning, recommendation systems, computer vision, natural language processing, data mining, pattern recognition, artificial intelligence or distributed systems
- 3. Translating insights into business recommendations
- 4. Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Spark
- 5. Scripting languages including Perl, Python, PHP, Javascript, Hack or shell scripts
- 6. Python, PHP, or Haskell
- 7. Distributed systems.
$203,350/year to $240,240/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 Meta is proud to be an Equal Employment Opportunity 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 accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form.
Tags: Bigtable Classification Computer Science Computer Vision Data Mining Deep Learning Distributed Systems Engineering GPU Hadoop Haskell HBase JavaScript Machine Learning Mathematics MXNet NLP Perl PHP Physics Python PyTorch Research Spark TensorFlow VR
Perks/benefits: Career development Equity / stock options Health care Salary bonus
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