Python ML developer
KeySkills
Company Name
Infosys Ltd ( Bangalore )
Job Description
Job Description:
We are seeking a highly skilled Machine Learning / Data Engineer to manage large-scale ML applications, design scalable data processing workflows, and implement machine learning pipelines. The role involves building optimized pipelines, collaborating with hardware backends, integrating sophisticated models including large language models, and delivering reusable ML solutions into production.
Responsibilities:
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Manage and scale large machine learning applications.
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Design and implement frameworks for efficient data workflows and ML pipelines.
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Build tightly integrated pipelines to optimize, compile, and orchestrate ML models.
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Collaborate with CPU, GPU, and Neural Engine backends to maximize inference performance.
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Work with feature teams to debug and integrate sophisticated models, including large language models (ChatGPT, BERT).
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Automate data processing and extraction workflows.
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Collaborate with sales and business teams to translate requirements into technical solutions.
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Develop reusable ML models and assets for production deployment.
Technical and Professional Requirements:
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Excellent Python programming and debugging skills
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Proficiency with SQL, relational, and non-relational databases
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Experience with deep learning libraries: Keras, TensorFlow, PyTorch
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Knowledge of unsupervised ML algorithms, time series models, and anomaly detection
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Experience with large language models and NLP applications
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Expertise in performance optimization of ML models
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Hands-on experience or knowledge of AWS services: S3, Lambda
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Familiarity with distributed databases: Snowflake, Oracle
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Experience with containerization and orchestration: Docker, Kubernetes
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Passion for API design and software architecture
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Strong communication skills to explain technical topics to diverse stakeholders
Preferred Skills:
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Technology -> Big Data - Data Processing -> Spark
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Technology -> Machine Learning -> Python
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Technology -> Machine Learning -> R
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