BENGALURU · FULLTIME
Python-ML-MLOps
Infosys
Bengaluru · onsite · Posted 9d ago
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Undisclosed3–5 yrsfulltimeBengaluru
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Section · 01
About this role
- Primary skills:Technology->Internet of Things (IOT)->IOT Analytics - Machine Learning,Technology->Machine Learning->Python Required Skills & Qualifications: 3–5 years of experience in Python development for data/ML applications. Strong understanding of Machine Learning algorithms (supervised, unsupervised, NLP, etc.). Hands-on experience with ML libraries/tools: Scikit-learn, TensorFlow, PyTorch, XGBoost Experience in building and managing ML pipelines. Solid knowledge of MLOps concepts: Model versioning (MLflow, DVC) CI/CD pipelines Model deployment & monitoring Experience with REST APIs (FastAPI/Flask). Strong knowledge of data structures, algorithms, and statistics. Experience with SQL and NoSQL databases. Experience with cloud platforms (AWS, Azure, or GCP). Hands-on with MLOps tools: MLflow, Kubeflow, Airflow, SageMaker, Vertex AI Knowledge of Docker & Kubernetes. Experience with big data tools (Spark, Hadoop). NLP, Computer Vision, or Deep Learning specialization. Familiarity with Data Engineering pipelines.
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Section · 02
Skills
Data EngineeringPythonSQLBig DataCi/CdMachine LearningDockerKubernetesPytorchTensorflowScikit-LearnREST APIAlgorithmsDeep LearningMicrosoft AzureFastAPIAws SagemakerApache SparkNoSQLIOTNatural Language ProcessingstatisticsMonitoringData StructuresMLOpsComputer Visiongoogle cloud platformamazon web servicesapache airflowXgboostKubeflowMl PipelinesModel DeploymentModel MonitoringmlflowDatabasesDVCApache HadoopIoT AnalyticsGoogle Vertex AIFlask FrameworkModel versioningInternet of Things Analytics
Section · Company
About Infosys
Infosys
IT Services & Consulting
323.6k+
employees
1981
45 years old
Bengaluru/Bangalore, Karnataka
India
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Infosys is a global leader in next-generation digital services and consulting.
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