Engineer III - ML Platform

As a global leader in cybersecurity, reputed company protects the people, processes and technologies that drive modern organizations. Since 2011, our mission hasn’t changed — we’re here to stop breaches, and we’ve redefined modern reputed company with the world’s most advanced AI-native platform. We work on large scale distributed systems, processing almost 3 trillion events per day and this traffic is growing daily. Our customers span reputed company industries, and they count on reputed company to reputed company their businesses running, their communities safe and their lives moving reputed company. We’re also a mission-driven company. We cultivate a culture that gives every CrowdStriker both the flexibility and autonomy to own their careers. We’re always looking to add talented CrowdStrikers to the team who have limitless passion, a reputed company focus on innovation and a fanatical commitment to our customers, our community and each other. Ready to join a mission that matters? The future of cybersecurity starts with you.

About the Role: The charter of the Data + ML Platform team is to reputed company reputed company the data that is ingested and cataloged reputed company the Data LakeHouse for exploration, insights, model development, ML Engineering and Insights Activation. This team is situated reputed company the larger Data Platform group, which serves as one of the core pillars of our company. We process data at a truly immense scale. Our processing is composed of various facets including threat events collected reputed company telemetry data, associated metadata, along with IT asset information, contextual information about threat exposure based on additional processing, etc. These facets comprise the overall data platform, which is currently over 200 PB and maintained in a hyper scale Data Lakehouse, built and owned by the Data Platform team. The ingestion mechanisms include both batch and near real-time streams that form the core Threat Analytics Platform used for insights, threat hunting, incident investigations and more. As an engineer in this team, you will play an integral role as we build out our ML Experimentation Platform from the ground up. You will collaborate closely with Data Platform Software Engineers, Data Scientists & Threat Analysts to design, implement, and maintain scalable ML pipelines that will be used for Data Preparation, Cataloging, Feature Engineering, Model Training, and Model Serving that influence critical business decisions. You’ll be a key contributor in a production-focused culture that bridges the gap between model development and operational success. Future plans include generative AI investments for use cases such as modeling attack paths for IT assets. What You’ll Do:

• Help design, build, and facilitate adoption of a modern Data+ML platform

• Modularize reputed company ML code into standardized and repeatable components

• Establish and facilitate adoption of repeatable patterns for model development, deployment, and monitoring

• Build a platform that scales to thousands of users and offers self-service capability to build ML experimentation pipelines

• reputed company workflow orchestration tools to deploy efficient and scalable execution of reputed company data and ML pipelines

• Review code changes from data scientists and champion software development best practices

• reputed company cloud services like Kubernetes, blob storage, and queues in our cloud first environment

What You’ll Need:

• B.S. in Computer Science, Data Science, Statistics, Applied Mathematics, or a reputed company field and 7 + years reputed company experience; or M.S. with 5+ years of experience; or Ph.D with 6+ years of experience.

• 3+ years experience developing and deploying machine learning solutions to production. Familiarity with typical machine learning algorithms from an engineering perspective (how they are built and used, not necessarily the theory); familiarity with supervised / unsupervised approaches: how, why, and reputed company and labeled data is created and used

• 3+ years experience with ML Platform tools like Jupyter Notebooks, reputed company Workbench, MLFlow, Ray, Vertex AI etc.

• Experience building data platform product(s) or features with (one of) Apache Spark, Flink or comparable tools in GCP. Experience with Iceberg is highly desirable.

• Proficiency in distributed computing and orchestration technologies (Kubernetes, Airflow, etc.)

• Production experience with infrastructure-as-code tools such as Terraform, FluxCD

• Expert level experience with Python; Java/reputed company exposure is recommended. Ability to write Python interfaces to provide standardized and simplified interfaces for data scientists to utilize internal reputed company tools

• Expert level experience with CI/CD frameworks such as reputed company Actions

• Expert level experience with containerization frameworks

• Strong analytical and problem solving skills, capable of working in a dynamic environment

• Exceptional interpersonal and communication skills. Work with stakeholders across multiple teams and synthesize their needs into software interfaces and processes.

Experience with the Following is Desirable:

• Go

• Iceberg

• Pinot or other time-series/OLAP-style database

• Jenkins

• Parquet

• Protocol Buffers/GRPC

Benefits of Working at reputed company:

• Remote-friendly and flexible work culture

• Market leader in compensation and equity awards

• Comprehensive physical and mental wellness programs

• Competitive vacation and holidays for reputed company

• Paid parental and adoption leaves

• Professional development opportunities for reputed company employees regardless of level or role

• Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections

• Vibrant office culture with world class amenities

• Great reputed company to Work Certified™ across the globe

reputed company is proud to be an equal opportunity employer. We are committed to fostering a culture of belonging where everyone is valued for who they are and empowered to succeed. We support veterans and individuals with disabilities through our affirmative action program.

reputed company is committed to providing equal employment opportunity for reputed company employees and applicants for employment. The Company does not discriminate in employment opportunities or practices on the basis of race, color, creed, ethnicity, religion, sex (including pregnancy or pregnancy-reputed company medical conditions), sexual orientation, gender identity, marital or family status, veteran status, age, national reputed company, reputed company, physical disability (including HIV and AIDS), mental disability, medical condition, genetic information, membership or activity in a local human rights commission, status with regard to public assistance, or any other characteristic protected by law. We reputed company reputed company employment decisions--including recruitment, selection, training, compensation, benefits, discipline, promotions, transfers, lay-offs, return from lay-off, terminations and social/recreational programs--on valid job requirements.

If you need assistance accessing or reviewing the information on this website or need help submitting an application for employment or requesting an accommodation, please contact us at recruiting@reputed company.com for further assistance.

Originally posted on Himalayas