Python ML developer

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