AI/ML Solution Architect

IBA InfoTech Inc.

San Jose, CA, United States

3 months ago

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Role details

Contract type

Permanent contract

Employment type

Full-time (> 32 hours)

Working hours

Regular working hours

Job source

ibainfotech.com

Tech stack

Mxnet Web Interfaces Java (Programming Language) JavaScript (Programming Language) Artificial Intelligence Amazon Web Services C++ (Programming Language) Cascading Style Sheets (CSS) Cloudera Impala Configuration Management Computer Programming Continuous Integration

+43 more

Extract Transform Load (ETL) R (Programming Language) Apache Hadoop Hadoop Distributed File System HAProxy Monitoring of Systems Apache Hive Python (Programming Language) PostgreSQL MATLAB Machine Learning Nagios Natural Language Processing Nginx NoSQL Pattern Recognition Recommender Systems Ansible Tensorflow Mesos Azure Machine Learning SAS (Software) Scala (Programming Language) Software Engineering Web Platforms Apache Yarn Apache Spark Deep Learning Containerization Uipath Kubernetes Information Technology Cassandra Sensu Apache Kafka Data Management Puppet Blue Prism Recurrent Neural Networks Atlassian Bamboo Docker Jenkins Programming Languages

Requirements

Core Skills for during the Change the Biz phase:
Automation products like Blue Prism, Automation Workfusion
Automation technologies like RPA, Intelligent Automation
AI/ML, Deep Learning Cognitive Computing - Azure Machine Learning/AWS ML/Google ML
Apache Spark & SparkML for machine learning
Design and deliver PoC/PoV RPA solutions
Predictive modeling ranging from R or SAS or Matlab
Programming in MxNet, Tensorflow, Caffee frameworks
Programming language (R, Python, Java, C/C++)
Automation tools - Workfusion/BluePrism/UIPath
Machine learning concepts ranging from RNN, CNN’s and LSTM’s
Natural Language Processing, classification, pattern recognition, recommendation systems
Skills required during Run the Biz:
Containerization (Docker)
Container orchestration platforms (Kubernetes, Marathon)
Web platforms (PostgreSQL, NGINX, HAProxy)
Configuration Management Systems (Chef, Puppet, Ansible, etc.)
Monitoring systems (Nagios, Sensu, AppD)
Continuous integration software, e.g. Jenkins or Bamboo
Amazon Web Services / AWS skills
Resource managers, e.g. Mesos, Kubernetes, Yarn, etc
Distributed messaging systems, e.g. Kafka
Big Data tools, e.g. Spark, Hive, HDFS, Scala, Hadoop
Understanding, modifying, and writing Python code
Web interfaces for internal-facing tools - JavaScript and CSS
ETL tools (including No SQL) such Cassandra/Drill/Impala
Strong self-motivation for solving problems and innovating with furious intent to improve the customer experience
Strong problem solving and software development/troubleshooting skills. Ability to “think in code” and discuss ideas and algorithms is a must.