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SR SOFTWARE ENGINEER TEAM LEAD DGO EXPERT

5.00 to 10.00 Years   Pune   16 Mar, 2021
Trellissoft Engineering Services Private Limited
Job LocationPune
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaApplication Programming / Maintenance,DBA / Datawarehousing
EmploymentTypeFull-time

Job Description

Job Profile : Sr. Software Engineer or Team Lead (Python & ML)Expertise required : Python,Django, Machine Learning, Artificial IntelligenceExperience : 5+ yearsJob Location : Gandhinagar - Guj, Bangalore, Goa, PuneJOB RESPONSIBILITY

  • Must have knowledge of Speech To Text Engine (kaldi/mozilla deepspeech/sphinx)
  • Deep knowledge of ML algorithms like KNN, RNN, Naive Bias, Support Vector, etc.
  • Proven experience as a Machine Learning Engineer
  • Experience with Text-Classification Algorithms.
  • Deep knowledge of math, probability, statistics and algorithms
  • Ability to write robust code in Python
  • Familiarity with machine learning frameworks (like TensorFlow, Keras or PyTorch) and libraries (like scikit-learn, panda, numpy)
  • Ability to work in a team
  • Outstanding analytical and problem-solving skills
  • Design, develop, test, and maintain software applications with MVC architectures
  • Perform hands-on coding and provide thoughtful code reviews
  • Mentor and lead team members to continuously improve the quality and productivity of deliverables.
  • Effective communication skills with an ability to express ideas to the recipient or co-ordinate and communicate with the cross-functional team along with the clients team.
  • Problem-solving hustler with a get things done attitude.
  • A self-disciplined individual who is open-minded, user-focused, and adaptive in nature.
  • Lean principles and analytical thinking.
DESIRED SKILLS:
  • Design machine learning systems
  • Research and implement appropriate ML algorithms and tools
  • Develop machine learning applications according to requirements
  • Select appropriate datasets and data representation methods
  • Run machine learning tests and experiments
  • Perform statistical analysis and fine-tuning using test results
  • Train and retrain systems when necessary
  • Extend existing ML libraries and frameworks
  • Defining validation strategies
  • Deploying models to production
  • Expert in Python with knowledge of Python web framework Django.
  • Having 5+ years python and Django web development experience.
  • Expert in Django ORM and Django rest framework.
  • Expert in writing raw sql queries.
  • Expert in server programming with an ability to implement complex business logic.
  • Understanding of fundamental design principles behind a scalable application.
  • Good to have knowledge of MongoDB with relation databases like Postgres, SQL.
  • Experience with python packages like NumPy, Pandas, PyMongo, OS, Logging, re, PyYAML, CelerySubstantial unit test and debugging skills.
  • Experience in RESTful API / HTTP / JSON.
  • Knowledge of AWS cloud and Python Boto library.
  • Proficient understanding of code versioning tools like Git.
  • Good understanding of Linux OS.

Keyskills :
jquerycommunication skillslean principlessqljavaproblem solvingserver programmingeffective communication skillsmachine learningapiartificial intelligencejavascriptsql serverstatistical analysiseffective communicationweb development

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