Machine Learning Engineer DL / PyTorch (Vision), Bangalore

From 6 to 10 year(s) of experience
₹ 30,00,000 - 40,00,000 P.A.

Job Description

Roles and Responsibilities

ORGANISATION

A US-based Corporation, headquartered in Fairfax, Virginia with offices in Michigan, the US, Australia, India and the UAE. Technologists with decades of experience developing solutions leveraging AI and machine learning capabilities. Developing a micro AI solution that will automate the tasks in the process.


ROLE

Will be part of the product R& D. Act in Advisory role on Suggesting methods and approaches to solve business problems.

CANDIDATE

  • Extensive work in Machine learning and Computer vision technologies
  • 6+ years of professional experience on computer vision and / or deep learning
  • Expertise in Object detection, Instance/Semantic Segmentation methods, Layout parsing in PDFs and unstructured documents.
  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Adept at handling the activities required in running experiments including but not limited to
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
  • Exposure or experimentation done is using pre-built models to achieve Vision tasks. Understanding of Yolo, Fast.ai (Vision api) for Skills
  • Proficiency with a deep learning framework such as TensorFlow or Keras or PyTorch.
  • 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.

LOCATION : Bangalore

SALARY : 40 LPA




Education

UG:B.Tech/B.E. in Any Specialization

PG:Post Graduation Not Required

Doctorate:Doctorate Not Required

Company Profile

Talent Bee Consulting Pvt. Ltd

A US-based Corporation specialised in AI and machine learning
Company Info
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Contact Company:Talent Bee Consulting Pvt. Ltd

Website:http://careers.talentbee.in

Salary:

30,00,000 - 40,00,000 P.A.

Functional Area:

Engineering - Software

Role Category:

Software Development

Role:

Practice Manager / Head

Employment Type:

Full Time, Permanent