Sr. Software Engineer - ML Platform

About the Role:

Location: Bangalore

Candidates must be comfortable to visit office once a week

What Youll Do:

• Help design, build and facilitate adoption of a modern ML platform including support for use cases like GenAI
• Understand current ML workflows, anticipate future needs and identify common patterns and exploit opportunities to templatize into repeatable components for model development, deployment, and monitoring
• Build a platform that scales to thousands of users and offers self-service capability to build ML experimentation, training and inference pipelines
• Leverage workflow orchestration tools to deploy efficient and scalable execution of complex data and ML pipelines
• Champion software development best practices around building distributed systems
• Leverage cloud services like Kubernetes, blob storage, and queues in our cloud first environment

What Youll Need:

• B.S. /MS in Computer Science or a related field and 10+ years related experience; or M.S. with 8+ years of experience;
• 3+ years experience developing and deploying machine learning solutions to production. Familiarity with typical machine learning workflows from an engineering perspective (how they are built and used, not necessarily the theory); familiarity with supervised / unsupervised approaches: how, why, and when and labelled data is created and used
• 3+ years experience with ML Platform tools like Jupyter Notebooks, NVidia Workbench, MLFlow, Ray etc.
• Experience building data platform product(s) or features with (one of) Apache Spark, Flink or comparable tools
• 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/Scala exposure is recommended. Ability to write Python interfaces to provide standardized and simplified interfaces for data scientists to utilize internal Crowdstrike tools
• 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.

Bonus Points:

Critical Skills Needed for Role:

• Distributed Systems Knowledge
• Data/ML Platform Experience

Experience with the Following is Desirable:

• Go
• Iceberg (highly desirable)
• Pinot or other time-series/OLAP-style database
• Jenkins
• Parquet
• Protocol Buffers/GRPC

Benefits of Working at CrowdStrike:

• Remote-friendly and flexible work culture
• Market leader in compensation and equity awards
• Comprehensive physical and mental wellness programs
• Competitive vacation and holidays for recharge
• Paid parental and adoption leaves
• Professional development opportunities for all 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 Place to Work Certified across the globe

CrowdStrike 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.

CrowdStrike is committed to providing equal employment opportunity for all 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-related medical conditions), sexual orientation, gender identity, marital or family status, veteran status, age, national origin, ancestry, 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 base all 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@crowdstrike.com for further assistance.