Career Center

Machine Learning Artificial Intelligence Engineer (CR227)

Location: Pleasanton, CA
Posted On: 03/11/2022
Requirement Code: 56360
Requirement Detail

Required :

Technical Knowledge and Skills:

  • Provide technical leadership, develop vision, gather requirements and translate client user requirements into technical architecture.
  • Strong Background in Statistical modeling, NLP and Machine Learning.
  • Expertise in various facets of ML and NLP, such as classification, feature engineering, information extraction, clustering, semi-supervised learning, topic modeling and ranking.
  • Strong Hands-on Experience in building, deploying and productionizing ML models using software such as Spark MLLib, TensorFlow, PyTorch, Python Scikit-learn etc. is mandatory
  • Ability to evaluate and choose best suited ML algorithms, perform feature engineering and optimize Machine Learning Models is mandatory
  • 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.

MUST Haves :

  • Machine Learning, NLP, Deep Learning, Python, MLLib, PyTorch, TensorFlow,  Numpy/Scipy/Pandas, Spark, Hive, Data Science Notebooks