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Machine Learning Artificial Intelligence Engineer

Location: Pleasanton, CA
Posted On: 08/13/2021
Requirement Code: 49101
Requirement Detail

Required :

  • Strong Background in Statistical modeling, NLP and Machine Learning.
  • Strong fundamentals in algorithms, data structures, statistics, predictive modeling, & distributed systems is must
  • Strong Experience with Data Science Notebooks like RStudio, Jupyter, Zeppelin, PyCharm etc.
  • Design and implement an integrated Big Data platform and analytics solution
  • Design and implement data collectors to collect and transport data to the Big Data Platform.
  • Good to have but not mandatory 4+ years of hands-on Development, Deployment and production Support experience in Hadoop environment.
  • 4-5 years of programming experience in Java, Scala, Python. 
  • Proficient in SQL and relational database design and methods for data retrieval.
  • Good to have but not mandatory building data pipelines using Hadoop components Sqoop, Hive, Spark, Spark SQL, HBase.
  • Good to have but not mandatory experience with developing Hive QL, UDF's for analyzing semi structured/structured datasets.
  • Good to have but not mandatory experience ingesting and processing various file formats like Avro/Parquet/Sequence Files/Text Files etc.
  • Hands-on experience working in Real-Time analytics like Spark/Kafka/Storm
  • Must have working experience in the data warehousing and Business Intelligence systems.
  • Expertise in Unix/Linux environment in writing scripts and schedule/execute jobs.
  • Successful track record of building automation scripts/code using Java, Bash, Python etc. and experience in production support issue resolution process.
  • Machine Learning, NLP, Deep Learning, Python, MLLib, PyTorch, TensorFlow,  Numpy/Scipy/Pandas, Spark, Hive, Data Science Notebooks, SQL
  • Strong analytical skills with the ability to analyze information and identify and formulate solutions to problems.
  • Provide more in-depth analysis with a high-level view of goals and end deliverables.
  • Complete work within a reasonable time frame under the supervision of a manager or team lead.
  • Plan and manage all aspects of the support function.
  • Work collaboratively with other support team members and independently on assigned tasks and deliverables with minimum supervision
  • Communicate effectively with users at all levels, from data entry technicians up to senior management, verbally and in writing.
  • Self-motivated, working closely and actively communicating with team members to accomplish time critical tasks and deliverables
  • Ask questions and share information gained with other support team members, recording and documenting this knowledge
  • Elicit and gather user requirements and/or problem description information, and record this information accurately
  • Listen carefully and act upon user requirements
  • Convey and explain complex problems and solutions in an understandable language to both technical and non-technical persons
  • Present technical solutions to management and decision makers
  • Follow the lead of others on assigned projects as well as take the lead when deemed appropriate
  • Take responsibility for the integrity of the solution

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