AI & ML Developer - Assistant Manager

전망: 102

갱신일: 06-05-2024

위치: Chennai Tamil Nadu

범주: IT-소프트웨어

산업: IT Services & Consulting

수평: Software Developer

직업 종류: Full Time, Permanent

경험: 3 - 8 years

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작업 내용

AI & ML Developer - JD

Responsibilities

Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines are met
Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Finding available datasets online that could be used for training
Defining validation strategies
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production

Skills

Python programing
Good knowledge in Word processing from content
Reading text content and extracting into words.
Must Experience in NLP, NLTK, TextBlob, stanfordnlp, argparse, numpy, pandas, sklearn, utils, dotenv etc. libraries.
Experience in handling Json documents
Experience in handling Web API
Proficiency with a deep learning framework such as TensorFlow or Keras
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Proficiency with OpenCV
Familiarity with Linux
Use the latest tools like Jupyter and Visual Studio Code, alongside frameworks like PyTorch Enterprise, TensorFlow, and Scikit-Learn.
Strong experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, C# etc,
Ability to quickly prototype ideas and solve complex problems by adapting creative approaches,
Experience working with distributed systems, service-oriented architectures and designing APIs,
Strong knowledge of data pipeline and workflow management tools,
Expertise in standard software engineering methodology, e.g. unit testing, test automation, continuous integration, code reviews, design documentation,
Relevant working experience with Docker and Kubernetes is a big plus

Please Note : Need experienced candidates working/worked in word processing packages, libraries and content

Work Location : Chennai

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