Principal Software Engineer- AI/ML

Engineering · Bangalore, Karnataka
Department Engineering
Employment Type Full-Time
Minimum Experience Mid-level

Roles and Responsibilities:

 

  • With an experience of 8-12 years, play the role of a lead for design, development and implementation of Machine Learning/AI based solutions.
  • Work with product managers, lead architects and consultants to understand the requirements and Architecture.
  • Ownership of complete module that includes design, development, solutioning and testing of AI/ML module as per requirements while collaborating with respective stakeholders.
  • Work as an effective team player, provide training and support to peer and team members in a collaborative manner in the specific areas of specialization.
  • Effectively involve in technology research, capability building across newer technologies and tools in Machine Learning / Deep Learning / Artificial Intelligence  and Advanced Analytics ecosystem.
  • Involve in preparing the Requirement doc, High level, low level Design, White paper and etc.

 

Must-have Skills:

 

  • Experience with Setting up machine learning problems using Time Series, Anomaly Detection, Natural Language Processing, etc.
  • Evaluating performance and efficacy of Machine Learning problems.
  • Clarity with Model Lifecycle Management concepts, including concepts of algorithmic risk.
  • Very good Hands On experience on Python and Java/Scala programming languages.
  •  Experience in any of the following frameworks like TensorFlow, Keras2, Pytorch etc.
  •   Experience on Data modelling, SQL and good hands on with NOSql and ElasticSearch.
  •   Ability to contribute to multiple projects/demands simultaneously and work in a fast paced, collaborative and iterative environment.
  •   Strong aptitude, problem solving skills, written communication skills including design documentation, proof of concept and prototype analysis and documentation.

 

Optional (good to have) skills:


  • Decent understanding of NoSQL and prior experience with ElasticSearch Hbase, MongoDB, Cassandra, Cosmos DB, Redis, etc. along with various indexing mechanisms is a plus.
  • Familiarity with Machine Learning Services on cloud platforms like Azure, Google Cloud or AWS with GPU based optimization is good to have.
  • Experience or familiarity with Big Data frameworks like Spark, Storm, Databricks, Kafka, Zookeeper is a plus.
  • Familiarity with Containers (Docker) and Cloud Orchestration Tools (Kubernetes, ECS, EKS) is a plus.

Thank You

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  • Location
    Bangalore, Karnataka
  • Department
    Engineering
  • Employment Type
    Full-Time
  • Minimum Experience
    Mid-level