Machine Learning Engineer - Data Pre-processing, Pipeline, Streaming
Bengaluru, India
Zscaler
Zscaler is the leader in cybersecurity and zero trust digital transformation. Transform your IT and security needs with the best CASB and SASE solutions.Company Description
For over 10 years, Zscaler has been disrupting and transforming the security industry. Our 100% purpose-built cloud platform delivers the entire gateway security stack as a service through 150 global data centers to securely connect users to their applications, regardless of device, location, or network in over 185 countries protecting over 3,900 companies and have detected 100 Million threats/day.
We work in a fast-paced, dynamic and make it happen culture. Our people are some of the brightest and passionate in the industry that thrives on being the first to solve problems. We are always looking to hire highly passionate, collaborative and humble people that want to make a difference.
Job Description
- 3+ years of prior work experience as a Software Engineer or ML platform engineer
- Very strong algorithm and programming skills in building out data collection/processing infrastructure, Machine Learning model training, and serving platforms
- Very strong Python and SQL scripting skills
- 2+ year of experience using distributed data processing such as Spark, BigQuery or Apache Beam
- 2+ year of experience with event messaging such as Kafka, RabbitMQ, etc
- 2+ years of experience working with Docker, Kubernetes
- Ability to learn, evaluate and adopt new technologies
- BS Degree in Computer Science or related field
Desirable Skills:
- Experience with Go, C++, or Javascript
- Experience with setting up SQL/NoSql database such as Postgres, MongoDB, Redis, and table schema
- 1+ year of experience with ML automation platforms such as Kubeflow, Airflow or MLFlow
- Experience with data serialization techniques and data stores for persisting events
- Experience with Google cloud (or other public cloud)
- Experience with building quality software by writing robust interfaces, considering design principles, and applying sound testing practices
- Ability to lead and execute projects from start to finish
- Knowledge of NLP/Text mining techniques and related open-source tools
- Familiarity with networking and networking security
- Excellent interpersonal, technical, and communication skills
- Advanced degree in Machine Learning, Computer Science, Electrical Engineering, Physics, Statistics, Applied Math or other quantitative fields from a reputed university (Ph.D. a plus)
Additional Information
#LI-YK1
Why Zscaler?
People who excel at Zscaler are smart, motivated and share our values. Ask yourself: Do you want to team with the best talent in the industry? Do you want to work on disruptive technology? Do you thrive in a fluid work environment? Do you appreciate a company culture that enables individual and group success and celebrates achievement? If you said yes, we’d love to talk to you about joining our award-winning team.
Additional information about Zscaler (NASDAQ: ZS ) is available at https://www.zscaler.com.
Zscaler is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow BigQuery Computer Science Docker Engineering Excel GCP Google Cloud JavaScript Kafka Kubeflow Kubernetes Machine Learning Mathematics MLFlow Model training MongoDB NLP NoSQL Physics PostgreSQL Python R RabbitMQ Security Spark SQL Statistics Streaming Testing
Perks/benefits: Startup environment Team events
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