Honeywell | is Hiring | Advanced AI Engineer | BigDataKB.com | 2022-04-05

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Job Location: Bangalore

Responsibilities:
Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Good understanding of OCR technology (both conventional and ML based) and good knowledge of standard OSS OCR libraries (Tesseract, Paddle OCR, EasyOCR)
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
Key Skills:
Expertise in Machine learning and AI.

Very strong in Statistics and Mathematics.

Very Strong in Python, data structure and algorithms.
Should be proficient in Developing C++ code for Image processing Application.

Should have experience in image processing related to OCR and barcode scanning.

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
Expertise in visualizing and manipulating big datasets
Proficiency with OpenCV
Familiarity with Linux
Ability to select hardware to run an ML model with the required latency

Very good communication skills, Presentation skills and team player

Mandatory to have At-least 1 Full ML based Image processing product life cycle experience.

Additional Skills:
ML on Azure Cloud
Cloud Architecture and design
Docker and Cloud deployment automation
Experience with CMAKE modification and Cross compiling C++ code to Android, Linux, Windows.
5-10 years of experience


Additional Information


  • JOB ID:
    HRD160317

  • Category:
    Engineering

  • Location:
    HW Camp II,Bldgs 9A&9B,Plot C2,RMZ Ecoworld,Varturhobli,Sarjapur Marathahalli Outer Ring Road,Bangalore,KARNATAKA,560103,India
  • Exempt

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