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Techno-Comp - Python Developer - Machine Learning

Techno-Comp - Python Developer - Machine Learning

Techno compGurugram
8 days ago
Job description

Python Machine Learning NumPy pandas MySQL

Responsibilities :

  • Coordinating with development teams to determine application requirements.
  • Writing scalable code using Python programming language.
  • Testing and debugging applications.
  • Developing back-end components.
  • Integrating user-facing elements using server-side logic.
  • Assessing and prioritizing client feature requests.
  • Integrating data storage solutions.
  • Coordinating with front-end developers.
  • Reprogramming existing databases to improve functionality.
  • Developing digital tools to monitor online traffic.
  • Work with the Data Scientists and Data Engineers to create production quality.
  • Machine Learning pipelines and solutions
  • Machine Learning pipelines and solutions with an emphasis on Performance, Scalability, Reliability, and Maintainability.
  • Build components and libraries that will improve existing solutions and improve the delivery of new ones.

Qualification :

  • Bachelor's degree in computer science, computer engineering, or related field.
  • 5+ years of experience as a Python developer with ML.
  • Ability to integrate multiple data sources into a single system.
  • Familiarity with testing tools.
  • Design and develop solutions using Machine Learning (ML) Techniques.
  • Ability to collaborate on projects and work independently when required.
  • Expertise in big data infrastructure, distributed systems, data modeling
  • Expertise in big data infrastructure, distributed systems, data modeling, query processing, and relational.
  • Involved in the design of big data solutions with Spark / HDFS / MapReduce / Storm / Hive.
  • Strong knowledge of data structures and algorithms.
  • Understands how to apply technologies to solve big data problems and to develop innovative big data solutions.
  • Responsible for the implementation of machine learning algorithms and techniques to solve business problems and optimize member experiences.
  • Primary duties may include are but not limited to : Design machine learning projects to address specific business problems determined by consultation with business partners.
  • Work with data-sets of varying degrees of size and complexity including both structured and unstructured data.
  • Piping and processing massive data-streams in distributed computing environments such as Hadoop to facilitate analysis.
  • Implements batch and real-time model scoring to drive actions.
  • Develops machine learning algorithms to build customized solutions that go beyond standard industry tools and lead to innovative solutions.
  • Develop sophisticated visualization of analysis output for business users."
  • ML Model deployment and utilizing tools like ENSO, Kubeflow or MLFlow
  • Excellent hands-on knowledge of Python, building API, NO SQL databases like MongoDB or Document DB.
  • Understanding on Kubernates, docker, containerization, Openshift methodologies.
  • Expertise in Splunk, Grafana / Prometheus or any monitoring of pods.
  • Full cycle of building machine learning solutions, Understanding of wide range of algorithms and their corresponding problems to solve
  • Data preparation and analysis
  • Model training and validation
  • Model application to the problem
  • Experience using the full open source programming tools and utilities "

    • Primary Skill Set : Python and Micro services architecture & API

    ref : hirist.tech)