Python ML Developer

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
0-2 years
Bengaluru East, Karnataka, India
Data Science Analytics & Machine Learning
Work from Office
Full Time

Posted: 1 year ago
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Job Description

  • 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. - Familiarity with distributed databases, such as Snowflake, Oracle. - Experience with containerization and orchestration technologies, such as Docker and Kubernetes.
  • 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.

Skills

PythonDeep LearningData ProcessingMachine LearningSnowflakeLarge Language ModelsLarge Language ModelMlSql

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About Company

Infosys Limited is an Indian multinational information technology company that provides business consulting, information technology and outsourcing services. The company was founded in Pune and is headquartered in Bangalore. 


Infosys is a global leader in next-generation digital services and consulting. We enable clients in 45 countries to navigate their digital transformation. With over three decades of experience in managing the systems and workings of global enterprises, we expertly steer our clients through the many nexts of their digital journey. We do it by enabling the enterprise with an AI-powered core that helps prioritize the execution of change.


We also empower the business with agile digital at scale to deliver unprecedented levels of performance and customer delight. Our always-on learning agenda drives their continuous improvement through building and transferring digital skills, expertise and ideas from our innovation ecosystem.

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