SE - Python, AI Professional

Prodapt Solutions

2 - 7 years

9 - 13 Lacs

chennai

Posted:2 days ago| Platform:

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Skills Required

nltk python software development machine learning opencv css scikit-learn numpy sql software development life cycle deep learning spacy data science gcp linux pytorch html scipy microsoft azure javascript nosql pandas django dask flask aws sdlc

Work Mode

Work from Office

Job Type

Full Time

Job Description

Overview

In-depth understanding of the Python software development stacks, ecosystems, frameworks and tools such as Numpy, Scipy, Pandas, Dask, spaCy, NLTK, sci-kit-learn and PyTorch
Experience with popular Python frameworks such as Django, Flask or Pyramid
Knowledge of data science and machine learning concepts and tools
A working understanding of cloud platforms such as AWS, Google Cloud or Azure
Contributions to open-source Python projects or active involvement in the Python community
Experience with front-end development using HTML, CSS, and JavaScript
Familiarity with database technologies such as SQL and NoSQL
Excellent problem-solving ability with solid communication and collaboration skills
Analyzing the ML algorithms that could be used to solve a given problemVerifying data quality, and/or ensuring it via data cleaningSupervising the data acquisition process if more data is needed Finding available datasets online that could be used for training
Defining validation strategiesDefining the preprocessing or feature engineering to be done on a given dataset Defining data augmentation pipelinesTraining models and tuning their hyperparameters Analyzing the errors of the model and designing strategies to overcome them Deploying models to productionProficiency with a deep learning framework
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandasExpertise in visualizing and manipulating big datasetsProficiency with Open CVFamiliarity with LinuxAbility to select hardware to run an ML model with the required latency

Responsibilities

Responsible for designing, developing, automating, and maintaining software applications, participating in all phases of the software development lifecycle (SDLC)

Requirements

In-depth understanding of the Python software development stacks, ecosystems, frameworks and tools such as Numpy, Scipy, Pandas, Dask, spaCy, NLTK, sci-kit-learn and PyTorch
Experience with popular Python frameworks such as Django, Flask or Pyramid
Knowledge of data science and machine learning concepts and tools
A working understanding of cloud platforms such as AWS, Google Cloud or Azure
Contributions to open-source Python projects or active involvement in the Python community
Experience with front-end development using HTML, CSS, and JavaScript
Familiarity with database technologies such as SQL and NoSQL
Excellent problem-solving ability with solid communication and collaboration skills
Analyzing the ML algorithms that could be used to solve a given problemVerifying data quality, and/or ensuring it via data cleaningSupervising the data acquisition process if more data is neededFinding available datasets online that could be used for trainingDefining validation strategies
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelinesTraining models and tuning their hyperparametersAnalyzing the errors of the model and designing strategies to overcome them Deploying models to productionProficiency with a deep learning framework
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasetsProficiency with OpenCVFamiliarity with LinuxAbility to select hardware to run an ML model with the required latency

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