Big Data Engineer - Mumbai - Fractal.ai - 1 to
- Fractal.ai
- 1 - 4 years
- Mumbai
- 5 years ago
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Job Description
Responsibilities:
- You would be responsible for evaluating, developing, maintaining and testing big data solutions for advanced analytics projects
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- The role would involve big data pre-processing reporting workflows including collecting, parsing, managing, analyzing and visualizing large sets of data to turn information into business insights
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- The role would also involve testing various machine learning models on Big Data, and deploying learned models for ongoing scoring and prediction. An appreciation of the mechanics of complex machine learning algorithms would be a strong advantage.
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- Expert-level proficiency in at-least one of Java, C++ or Python (preferred). Scala knowledge a strong advantage.
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- Strong understanding and experience in distributed computing frameworks, particularly Apache Hadoop (YARN, MR, HDFS) and associated technologies -- one or more of Hive, Sqoop, Avro, Flume, Oozie, Zookeeper, etc..
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- Hands-on experience with Apache Spark and its components (Streaming, SQL, MLLib) is a strong advantage.
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- Operating knowledge of cloud computing platforms (AWSAzure ML)
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- Experience working within a Linux computing environment, and use of command line tools including knowledge of shellPython scripting for automating common tasks
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- Ability to work in a team in an agile setting, familiarity with JIRA and clear understanding of how Git works
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- Scala or Python expertise
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- Linux environment and shell scripting
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- Distributed computing frameworks (Hadoop or Spark)
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- Cloud computing platforms (AWSAzure ML).
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- Statistical or machine learning DSL like R
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- Distributed and low latency (streaming) application architecture
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- Row store distributed DBMSs such as Cassandra
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- Familiarity with API design
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Education:
B.EB.Tech in Computer Science or related technical degree
Desirable (would be a plus):
In addition, the ideal candidate would have great problem-solving skills, and the ability confidence to hack their way out of tight corners.
Experience:
Must Have (hands-on) experience:
Qualifications Experience:
1 to 4 years of demonstrable experience designing technological solutions to complex data problems, developing testing modular, reusable, efficient and scalable code to implement those solutions.
Ideally, this would include work on the following technologies:
Job Classification
Industry: Strategy, Management Consulting FirmsFunctional Area: IT Software - DBA, Datawarehousing,
Role Category: Programming & Design
Role: Programming & Design
Employement Type: Full time
Education
Under Graduation: B.Tech/B.E. in Production/IndustrialPost Graduation: Post Graduation Not Required
Doctorate: Doctorate Not Required
Contact Details:
Company: Fractal.aiLocation(s): Mumbai
Keyskills: Computer science Cloud computing Linux Shell scripting Machine learning Agile JIRA DSL SQL Python
Fractal.ai
Fractals products include Qure. ai to assist radiologists make better diagnostic decisions, Cuddle. ai to assists CEOs and senior executives make better tactical and strategic decisions, Theremin. ai to improve investment decisions and Eugenie. ai to find anomalies in high velocity data.
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