FRONTDOOR INDIA PRIVATE LIMITED | Hiring | Machine Learning Engineer | BigDataKB.com | 08-04-2022

Job Location: Pune

Overview

As a Machine Learning Engineer, at a career level, you will build and deploy ML powered solutions. You will use ML frameworks to create and deploy new technologies, identify opportunities to improve products and practices, perform feature engineering, statistical and analytical analyses, and communicate insights and recommendations to internal customers. You will lead complex projects with multiple team members. The position also plays a critical role in bridging the gap between software engineering and Data scientists/researchers.

Responsibilities

  • Write production grade code in python and participate in code review sessions
  • Write unit test cases
  • Develop and Deploy RESTFul services in python to expose ML solutions to integrate with other applications
  • Create training and inferencing pipelines
  • Data Analysis – Explore and visualize data to gain an understanding of it
  • Implement data validation strategies, feature engineering on a given dataset
  • Work in complex projects with multiple team members using Agile methodology
  • Independently lead complex projects involving small to medium groups of team members
  • Collaborate with Data engineers, Data scientists/researchers and other ML Engineers on complex business requirements to develop and deploy ML powered applications and services at scale on Cloud
  • Train, help and mentor junior engineers in the team

Qualifications

  • 5+ years of overall experience in relevant field
  • Strong analytical, verbal and written communication skills
  • Good SQL knowledge
  • Good hands-on coding skills with Python
  • Ability to write RESTful services in python using Flask or similar framework
  • Good experience using pandas and numpy libraries
  • Strong understanding of ML algorithms and concepts
  • Good exposure and experience with statistical analysis of data
  • Strong Exposure and experience to use Machine learning libraries like scikit-learn, xgboost or similar
  • Comfortable with Linux
  • Experience with CI/CD processes using Gitlab
  • Experience building and deploying solution on AWS or GCP cloud
  • Ability to write operationally efficient and optimal code
  • Good understanding of and ability to follow standardized practices and procedures for problem-solving for a diverse range of challenges
  • Technical and operational proficiency in solving complex problems
  • Results oriented
  • *Preferred Skills:??*
  • Knowledge and familiarity of pyspark
  • Knowledge and familiarity of Airflow
  • Familiarity with mlflow,Seldon, DASK, Kubeflow

Apply Here

Submit CV To All Data Science Job Consultants Across India For Free

๐Ÿ” Explore All Related ITSM Jobs Below! ๐Ÿš€ โœ… Select your preferred “Job Category” in the Job Category Filter ๐ŸŽฏ ๐Ÿ”Ž Hit “Search” to find matching jobs ๐Ÿ”ฅ โž• Click the “+” icon that appears just before the company name to see the Job Detail & Apply Link ๐Ÿ“๐Ÿ’ผ

Comments

Leave a Reply

Your email address will not be published. Required fields are marked *