Senior Data Scientist
Infoblox
Bangalore, India
6d ago

Description

Infoblox is seeking a Senior Data Scientist for the Cybersecurity team in Bangalore. In this role, we are looking for professionals who are well versed in scalable data mining, machine learning techniques, and love to build analytics models.

The successful candidate enjoys working in a fast-paced, geographically diverse, multidisciplinary environment. This team designs and builds complex models that learn from Infoblox networks and DNS data to provide security solutions.

This role reports to Manager, Data Science-based in Tacoma, WA.

Joining our team in Bangalore, India, will be an opportunity to grow your career in data science, innovate, and contribute thought leadership.

You will have the chance to work with experts in next-generation technology and help drive the project and product portfolio to achieve departmental and corporate goals.

Responsibilities :

  • Apply data mining and machine learning techniques for a variety of modeling problems involving DNS and networking data
  • Build complex statistical models that learn from and scale to petabytes of data
  • Develop deployment architecture and scripts for automated system deployment in AWS
  • Create software to extract, clean and manipulate large datasets both structured and unstructured
  • Construct data staging layers and fast real-time systems to feed machine learning algorithms
  • Work with architects and product managers to develop efficient and reliable algorithms
  • Work collaboratively across multi-disciplinary teams throughout the company as a subject matter expert in analytics with a focus on security solutions and implementation
  • Requirements :

  • 6+ years of experience with 2+ years in a practical Machine Learning experience with demonstrated experience in feature engineering and data analysis
  • 4+ years of experience in analytic design and implementation
  • 4+ years experience in Big Data with Spark / Hadoop tech stack
  • 4+ years in the hands-on analytic environment, with the ability to articulate analytic needs and translate them into research and development requirements
  • Demonstrated ability to quickly learn new tools and paradigms to deploy cutting-edge solutions.
  • Expertise in automating and deploying models in production systems
  • Familiar with best practices for engineering in an enterprise environment
  • Proficient in Python, with specific expertise in Python’s data science and machine learning libraries
  • Strong written and spoken communication skills
  • Experience with Amazon Web Services
  • Experience with one or more of, Keras, and TensorFlow
  • Proficiency in Java or Scala, particularly in a big data spark / hadoop environment
  • Expertise in streaming analytics frameworks such as Apache Spark, Storm, MOA and WekA
  • Knowledge of Hadoop architecture, HDFS, Map-Reduce Algorithms and Elastic Search
  • Network security background, familiarity with botnets, DDoS, and other threat types
  • Education :

  • Masters or Ph.D. in Computer Science, Mathematics, CE, EE or related
  • It’s an exciting time to be at Infoblox. We are the market leader in technology for network control. Our success depends on bright, energetic, talented people who share a passion for excellence in building the next generation of networking technologies and having fun along the way.

    Infoblox offers a fast-paced, action-oriented environment. We promote a culture that embraces innovation, change, teamwork, and strong partnerships.

    Join the winning Infoblox team our future looks bright, and so will yours.

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