Python ML developer

1 week ago


Bengaluru India Infosys Limited Full time

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 Preferred Skills: Technology->Machine Learning->Python



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