The Machine Learning Platform team exists to enable product teams to construct and operate their production machine learning services as effectively as possible.The team does this by providing a platform which handles the common needs of the product teams including production system integration, model availability, health and monitoring infrastructure, and a streamlined model release process.
What we’re looking for:
As an engineer on the Machine Learning Platform team you will build tools and processes to make the release of new machine learning models fast, easy, and minimally disruptive to Sift engineers and customers. Ensuring our systems can continue to scale rapidly and address rapidly evolving product team needs is critical to this team’s mission.
What you’ll do:
Design and build tools and processes to make the release of new machine learning models fast, easy, safe, and minimally disruptive
Lead architecture discussions to meet the requirements to serve hundreds of machine learning models at thousands of queries per second scale
Implement scalable, high-throughput, fault-tolerant, extensible, and easily maintainable data processing workflows for both batch and real-time systems
Champion and deliver cross-company machine learning initiatives
Motivate, teach, listen and empathize with a variety of engineering and analytical roles
What would make you a strong fit:
Designed and built scalable, low-latency, fault-tolerant services
Strong software engineering fundamentals
Experience working with large datasets and best in class data processing technologies for both stream and batch processing
Strong communication & collaboration skills, and a belief that team output is more important than individual output
Experience building backend systems using Java or Python
Knowledge of one of more cloud provider stacks for web services and big data processing
Experience working with data processing workflow management tools
Familiar with practical challenges in ML systems such as feature extraction and definition, data validation, training, monitoring, and management of features and models
A little about us:
Sift is the leading innovator in Digital Trust & Safety. Hundreds of disruptive, forward-thinking companies like Airbnb, Zillow, and Twitter trust Sift to deliver outstanding customer experience while preventing fraud and abuse.
The Sift engine powers Digital Trust & Safety by helping companies stop fraud before it happens. But it’s not just another anti-fraud platform: Sift enables businesses to tailor experiences to each customer according to the risk they pose. That means fraudsters experience friction, but honest users do not. By drawing on insights from our global network of customers, Sift allows businesses to scale, win, and thrive in the digital era.
Benefits and Perks:
Competitive total compensation package
Medical, dental and vision coverage
Flexible time off
Sift is an equal opportunity employer. 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 worldwide 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.