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Data Engineer

2 months ago

Hyderabad, India BDN Labs Pvt Limited Full time
We are looking for a Machine Learning (ML) Data engineer who will partner with application teams and assist with data analysis and research; conducting tactical data extracts and build balanced ML and Data pipelines; deploy AI/ML models and build reports to measure deployed model efficiency.Key Responsibilities:Understanding business objectives and developing models that help to achieve them, along with metrics to track their progressAnalyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probabilityExploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real worldVerifying data quality, and/or ensuring it via data cleaningSupervising the data acquisition process if more data is neededFinding available datasets online that could be used for trainingDefining validation strategiesDefining the preprocessing or feature engineering to be done on a given datasetDefining data augmentation pipelinesTraining models and tuning their hyperparametersAnalyzing the errors of the model and designing strategies to overcome themDeploying models to productionRequiredHands-on experience in Data Warehouse, ETL, Data Modeling & Reporting.7+ years of hands-on experience in productizing and deploying Big Data platforms and applications, Hands-on experience working with: Relational/SQL, distributed columnar data stores/NoSQL databases, time-series databases, Spark streaming, Kafka, Hive, Redshift and moreFamiliarity with data pipelines and ML pipelines right from Data Extraction to Insights generationHighly skilled in SQL, Python, Spark, AWS S3, Hive Data Catalog, Parquet, Redshift, Airflow, and Tableau or similar tools.Proven experience in building a Custom Enterprise Data Warehouse or implementing tools like Data Catalogs, Spark, Tableau, Kubernetes, and DockerD
  • Experience7 - 10 Years
  • No. of Openings2
  • EducationB.Com, Post Graduate Diploma
  • RoleData Engineer
  • Industry TypeIT-Hardware & Networking / IT-Software / Software Services
  • Gender[ Male / Female ]
  • Job CountryIndia
  • Job TypeWork from Office
  • Face interview locationFinalcial District,Hyderabad