Additional Note: Successful candidate will need to relocate to the Bay Area prior to remote start.
Must Haves:
• Machine Learning, Deep Learning, NLP
• TensorFlow, Scipy, PyTorch, OpenCV, OCR
• Numpy, SKlearn, Pandas
• Python, Spark, Hive, SQL
• Productionize model.
TECHNICAL KNOWLEDGE AND SKILLS:
Consultant resources shall possess most of the following technical knowledge and experience:
• 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 Client 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 Client models using software such as Spark MLLib, TensorFlow, PyTorch, Python Scikit-learn etc. is mandatory
• bility to evaluate and choose best suited Client 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.
