Company Name

Infosys Ltd ( Bangalore )

Job Description

• Job Description:

  • Managing large machine learning applications and designing and implementing new frameworks to build scalable and efficient data processing workflows and machine learning pipelines
  • Build the tightly integrated pipeline that optimizes and compiles models and then orchestrates their execution
  • Collaborate with CPU GPU and Neural Engine hardware backends to push inference performance and efficiency
  • Work closely with feature teams to facilitate and debug the integration of increasingly sophisticated models including large language models
  • Automate data processing and extraction
  • Engage with sales team to find opportunities understand requirements and translate those requirements into technical solutions
  • Develop reusable ML models and assets into production

  Key Responsibilities:

  • Excellent Python programming and debugging skills
  • Refer to Pytho JD given below
  • Proficiency with SQL relational databases non relational databases
  • Passion for API design and software architecture
  • Strong communication skills and the ability to naturally explain difficult technical topics to everyone from data scientists to engineers to business partners
  • Experience with modern neural network architectures and deep learning libraries Keras TensorFlow PyTorch
  • Experience unsupervised ML algorithms
  • Experience in Timeseries models and Anomaly detection problems
  • Experience with modern large language model Chat GPT BERT and applications
  • Expertise with performance optimization
  • Experience or knowledge in public cloud AWS services S3 Lambda

  Technical Requirements:

  • Primary skills Technology Machine Learning Python
  • Additional Responsibilities:
  • Python application development 4 in python scala
  • Python experience in using file operation OOPS multiprocessing and threading
  • SQL and PL SQL development
  • RDBMS and Data modelling
  • Experience in REST service development
  • Experience in docker and kubernetes deployments
  • Basic idea of Cloud architecture and services
  • Ability to learn new DB technologies and new Cloud based db
  • Hands experience in application development testing and deployments
  • Should be able to create good documents
  • Should be able to do design playback

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