Sr. Software Engineer Or Team Lead (python & Ml) Job in Trellissoft Engineering Services Pvt Ltd

Sr. Software Engineer or Team Lead (Python & ML)

Vacant Position : 3

Salary : As per the industry standards

Experience : 7+ years

Expertise Required : Python, Django, Machine Learning, Artificial Intelligence

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 MongDB with relation databases like Postgres, SQL.
• Experience with python packages like NumPy, Pandas, PyMongo, OS, Logging, re, PyYAML, Celery.
• Substantial 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.

Job Description :

• 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 client s 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