Vakilsearch - Machine Learning Engineer - NLP/Computer Vision

2 weeks ago


Chennai, Tamil Nadu, India Uber9 Business Process Service Private Limited Full time

The key responsibilities are to design and implement applications that will be integrated into our workflows.


Job Description :

Responsibilities and Accountabilities :

- Provide ML solutions and build models for day to day Machine Learning Needs.

- Working on end-to-end automation with regard to complex workflows.

- Metadata extraction from various kinds of documents submitted by our customers. These documents will be images (different formats and resolutions), and PDF (text and scanned images).

- Interactive voice bots that can understand what the customer needs and can respond back to them reducing the need for humans.

- Natural Language processing algorithms to extract metadata and drive research workflows.

- Automated email responses to customers based on understanding their intent and query.

- Work collaboratively with Engineers and Applied Scientists to design and implement the team's technical vision.

- Nature of Experience : Practical experience applying machine learning to computer vision tasks

- Length of Experience : 3 -6 years

Skill Set & Personality Traits required :

- Have a proven understanding of computer vision and machine learning theory.

- Candidates should be able to analyse and synthesize data both syntactically and semantically using NLP techniques through Neural Networks (RNN, LSTM, Bi-LSTM).

- Should have in-depth knowledge of Computer Vision (Image classification (CNNs) & Processing) and Natural Language Processing (Information extraction and classification.

- Must have the follow Machine Learning skills: Probabilistic Learning (Naive Bayes), Neural Networks (CNN, RNN, LSTM, Bi-LSTM).

- Proficiency in Python(mandatory) and Scala will be ad add on

- Must have work knowledge in FrameWorks : TensorFlow/Pytorch/Keras, Spark, Sci-kit learn, Flask

- Must have work knowledge in Database: MongoDB

- Must have working knowledge in Cloud: AWS (S3and Lambda)

- Have vision and experience to make end-to-end Machine Learning Platform solutions.

- Proven experience working in product driven environment building and shipping early-stage technologies.

- Strong professionally - credible with integrity.

- Good communication skills.

- Strong interpersonal skills.

- Organizational skills and ability to manage deadlines.

(ref:hirist.tech)

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