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Principal Machine Learning Engineer at CareerXperts

Build a Product Information Marketplace with information about every product in the world!



You would provide technical thought leadership on hard, business impacting problems. Reporting directly into the VP of engineering, this role involves shaping the engineering/architecture vision the standpoint of delivering data science solutions. As a subject matter expert, the incumbent is also responsible for mentoring data scientists and Software Engineers in the team.



Experience



Startup / Product Development / Machine Learning with more than 7 years of experience.



Qualification



What Were Looking For



Mathematical maturity to critically analyze academic literature from venues such as KDD, ICDM, SDM, ICML and NIP

Ability to propose hypothesis and design experiments in the context of specific problems.

Should come from a strong engineering background. You should be able to Code! Data tech stack such as Hadoop, MapReduce, HDFS, Spark, Scalding, Scala/Python/C++

A scientific temperament that seeks to rigorously validate hypothesis/ideas.

Ability and preference to work in a group rather than individually.

Good at explaining/communicating complex ideas/concepts both verbal and written.

Dedication and diligence in understanding the application domain, collecting/cleaning data and conducting experiments.

Creativity in model and algorithm development.

An obsession to develop algorithms/models that directly impact business.

Masters/Phd. in Computer Science/Statistics is a plus.



Responsibilities



Job Expectations



Understand business needs and formulate formal problem definitions (with corresponding metrics).

Collect relevant data from production systems/Use crawling and parsing infrastructure to put together data sets.

Survey academic literature and identify potential approaches for exploration.

Craft, conduct and analyze experiments to evaluate models/algorithms.

Communicate findings and take algorithms/models to production.



This is a High Impact role and you will work with Awesome Folks! Write to deepa.m@careerxperts.com to get connected!



Job Location



Bengaluru

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