Demo

Data Science with MLOps

Futran Tech Solutions Pvt. Ltd.
Princeton, NJ Full Time
POSTED ON 1/29/2025
AVAILABLE BEFORE 4/28/2025

Job Role : Data Science with MLOps

Location : Princeton, NJ (Remote option available)

Job Description : Responsibilities :

Construct machine learning lifecycle management including data collection, normalization, and standardization within a data pipeline construction

  • Develop AutoML infrastructure for model selection and hyperparameter tuning
  • Create applications and interface to present the output of ML models
  • Experiment, develop and productionize high quality machine learning services and platforms to make huge technology and business impact.
  • Develop hosting platform for machine learning models.
  • Create pipelines to query and retrieve and update data for existing applications to keep them updated
  • Supervise the scaling and management of the machine learning modeling ecosystem
  • Work alongside data scientists and product owners to improve aspects of their lines of business through machine learning

What We're Looking For :

  • Possess excellent verbal & written communication skills
  • Expertise in application, data, and infrastructure architecture disciplines
  • Advanced knowledge of architecture and design across all systems
  • Proficiency in multiple machine learning programming languages including Python, PySpark, or Scala
  • 3 years of experience with big-data technologies such as Hadoop, Spark, SparkML, etc
  • Able to understand various data structures and common methods in data transformation
  • Knowledge of industry-wide technology trends and best practices
  • Ability to work in large, collaborative teams to achieve organizational goals
  • Passionate about building an innovative culture
  • Familiarity with MLOps and ModelOps
  • Docker, Kubernetes, AWS, Python
  • Familiarity with or clear interest in learning about financial Markets.
  • Basic Qualifications :

  • BS / BA degree in computer science or engineering
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