CGI Inc
Hyderābād
Consulting
Position Description:
Works independently under limited supervision and applies knowledge of subject matter in Applications Development. Possess sufficient knowledge and skills to effectively deal with issues, challenges within field of specialization to develop simple applications solutions. Second level professional with direct impact on results and outcome.
Your future duties and responsibilities:
- 3+ of experience in working with Hadoop ecosystem, i.e. Hadoop, HBase, Hive, Scala, SPARK, Sqoop, Flume and Python
- 3+ years of development experience in streaming technologies like Kafka and Spark Streaming
- 3+ years of experience in in Python (and basic ML libraries such as numpy, scipy) and a distributed computing framework (e.g. Spark) is a plus.
- 3+ years of experience in design and build scalable machine learning infrastructure for model management, continuous training and deployment, and serving predictions.
- Support the operation services and set up monitoring, to keep our services at the highest level of service agreement.
- Work closely with data scientists, engineers, and product managers to create automated and self-service tools.
- Create reproducible ML pipelines. Machine Learning pipelines allow you to define repeatable and reusable steps for your data preparation, training, and scoring processes.
- Create reusable software environments for training and deploying models.
- Register, package, and deploy models from anywhere. You can also track associated metadata required to use the model.
- Manage machine learning model lifecycle: develop, deploy, monitor, maintain, and update models in production.
- Collaborate closely with product management and engineering teams to drive requirements and define new product features and architecture.
- Good knowledge of CI/CD and DevOps principles
Required qualifications to be successful in this role:
- 3+ of experience in working with Hadoop ecosystem, i.e. Hadoop, HBase, Hive, Scala, SPARK, Sqoop, Flume and Python
- 3+ years of development experience in streaming technologies like Kafka and Spark Streaming
- 3+ years of experience in in Python (and basic ML libraries such as numpy, scipy) and a distributed computing framework (e.g. Spark) is a plus.
- 3+ years of experience in design and build scalable machine learning infrastructure for model management, continuous training and deployment, and serving predictions.
Skills:
- Hadoop Hive
- SQL
- GIT
- GIT
- Hadoop Ecosystem (HDFS)
- Python
- Scala
- Spark SQL
- Teradata
- Jenkins
What you can expect from us:
Build your career with us.
It is an extraordinary time to be in business. As digital transformation continues to accelerate, CGI is at the center of this change—supporting our clients’ digital journeys and offering our professionals exciting career opportunities.
At CGI, our success comes from the talent and commitment of our professionals. As one team, we share the challenges and rewards that come from growing our company, which reinforces our culture of ownership. All of our professionals benefit from the value we collectively create.
Be part of building one of the largest independent technology and business services firms in the world.
Learn more about CGI at www.cgi.com.
No unsolicited agency referrals please.
CGI is an equal opportunity employer.
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