- Design and build tools and processes to make the release of new machine learning models fast, easy, safe, and minimally disruptive.
- Participate in architecture discussions to meet the requirement to serve hundreds of machine learning models at thousands of queries per second.
- Ensure that our systems can continue to scale rapidly while addressing rapidly evolving product team needs.
- Implement scalable, low-latency, high-throughput, fault-tolerant, extensible, and easily maintainable data processing pipelines for both batch and real-time systems.
- Motivate, listen and empathize, and help engineers and data scientists to excel.
What would make you a strong fit:
- 5+ years of professional software development experience or a degree in CS (or a related field) with 3+ years of experience.
- Experience building highly available low-latency systems using Java, Scala, C++ or other object-oriented languages.
- Experience working with large datasets and best in class data processing technologies for both stream and batch processing, such as Apache Spark, Apache Beam, MapReduce.
- Strong debugging, testing, tuning, and problem-solving skills.
- Strong communication & collaboration skills, and a belief that team output is more important than individual output.
- Self-starter, with a quick learning curve.
- Familiarity with practical challenges in ML systems such as feature extraction and definition, data validation, training, monitoring, and management of features and models.
- Practical knowledge of how to build end-to-end ML workflows.
- Experience with building an ML feature store for batch and real-time aggregation/serving.
- Knowledge of GCP or AWS cloud stack for web services and big data processing.
About the team:
A little more about Sift:
Benefits and Perks:
- Competitive total compensation package
- 401k plan
- Medical, dental and vision coverage
- Wellness reimbursement
- Education reimbursement
- Flexible time off
Learn about Sift and their company culture.
Sift, formerly Sift Science, is the leader in Digital Trust & Safety, empowering companies of all sizes to unlock revenue without risk. Sift prevents fraud with industry-leading technology and expertise, an unrivaled global data network, and a commitment to building long-term partnerships with our customers. Twitter, Airbnb, and Twilio rely on Sift to stay competitive and secure.
Diverse data fuels our technology and community. We partner with industry leaders to deliver end-to-end solutions for our customers. It's simple, we make better decisions as a business when we can harness diversity in thought, experience, data, and background. Sift is working toward building a team that represents the world-wide customers that we serve, inclusive of people from all walks of life who can bring their full selves to work every day, so we can Win as One Team.
Learn about the technology and tools that Sift uses.
About this role
November 12th, 2021
March 12th, 2021