Machine Learning Engineer
Menlo Park, CA
- Research, design and develop new algorithms and mathematical techniques to improve the efficiency and performance of Meta's platforms.
- Gather data for machine-learning training and train new ranking models and run computational experiments.
- Identify potential improvements in company's software and technology products through data analysis and mathematical modeling.
- Research and present effects of current engineering efforts on Meta's market standing from an economic and game-theoretic point of view.
- Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models.
- Suggest, collect and synthesize data requirements and create effective feature technology and computer product roadmap.
- Build pragmatic, scalable, and statistically rigorous solutions to mission critical inferential and decision problems by leveraging or developing state of the art statistical and machine learning.
- Monitor and review current academic and industrial research and apply relevant research ideas towards engineering projects through programming implementation.
- Employer will accept a Master’s degree in Statistics, Mathematics, or related field and 3 years of work experience in job offered or in a mathematics-related occupation. Experience must include 36 months of experience in the following:
- 1. Python programming
- 2. Deep learning
- 3. Conducting Big data processing and analysis using modern frameworks (PySpark, Apache Spark, and Scikit-learn)
- 4. Solving analytical problems by developing mathematical/statistical models (Neural network, Logistic Regression, and Decision-Trees)
- 5. Gathering, manipulating, and analyzing complex, high-volume, high-dimensionality data from varying sources
- 6. Communicating complex research in a clear, precise, and actionable manner
- 7. Devising better data-driven models of human behavior.
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
Tags: Big Data Data analysis Deep Learning Engineering Industrial Machine Learning Mathematics Physics PySpark Python Research Scikit-learn Spark Statistics VR
Perks/benefits: Career development Equity Health care Salary bonus
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open Data Engineer II jobs
- Open Marketing Data Analyst jobs
- Open Principal Data Engineer jobs
- Open Lead Data Analyst jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Power BI Developer jobs
- Open Data Analytics Engineer jobs
- Open Data Scientist II jobs
- Open Product Data Analyst jobs
- Open Junior Data Scientist jobs
- Open Business Data Analyst jobs
- Open Business Intelligence Developer jobs
- Open Sr Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Big Data Engineer jobs
- Open Research Scientist jobs
- Open Principal Data Scientist jobs
- Open Manager, Data Engineering jobs
- Open Data Quality Analyst jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open GCP-related jobs
- Open Data quality-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Business Intelligence-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Deep Learning-related jobs
- Open PhD-related jobs
- Open Data visualization-related jobs
- Open NLP-related jobs
- Open PyTorch-related jobs
- Open Finance-related jobs
- Open TensorFlow-related jobs
- Open APIs-related jobs
- Open LLMs-related jobs
- Open Consulting-related jobs
- Open Generative AI-related jobs
- Open CI/CD-related jobs
- Open Snowflake-related jobs
- Open Hadoop-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Databricks-related jobs
- Open Airflow-related jobs