Assistant Manager
- EXL
- 2 - 4 years
- Noida, Gurugram
- 8 months ago
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Job Description
Skills
Skill
Data Science - AI Computre vision NLP
Minimum Qualification
B.Tech/B.E MCA MSc
Certification
No data available
Job Description
Job Responsibilities:
- Design, develop and implement solutions for a wide range of NLP use cases involving classification, extraction and search on unstructured text data
- Create and maintain state of the art scalable NLP solutions in Python/ Java/ Scala for multiple business problems. This involves:
- Choosing most appropriate NLP technique(s) based on business needs and available data
- Performing data exploration and innovative feature engineering
- Training and tuning a variety of NLP models / solutions which include regular expressions, traditional NLP models as well as SOTA transformer based models
- Augmenting models by integrating domain specific ontologies and/or external databases
- Reporting and Monitoring the solution outcome
- Work experience with document-oriented databases such as MongoDB
- Collaborate with ML engineering team to deploy NLP solutions in production - both on premise as well as cloud deployment
- Interact with clients and internal business teams to perform solution feasibility as well as design and develop solutions
- Open to working across different domains Insurance, Healthcare and Financial Services etc.
Required Skills:
- Experience (including graduate school) on training machine learning models, applying and developing text mining and NLP techniques
- Exposure to OCR and computer vision
- Experience in extracting content from documents is preferred
- Experience (including graduate school) with Natural Language Processing techniques is required
- Hands on experience with Natural Language Processing tools such as Stanford CORE-NLP, NLTK, spaCy, Gensim, Textblob etc.
- Experience/ Familiarity with document clustering in supervised un un-supervised scenarios
- Expertise in at least two of the state of the art techniques in NLP like BERT, GPT, XL Net etc.
- Applied experience of machine learning algorithms using Python
- Organized, self-motivated, disciplined and detail oriented
- Production level coding experience in Python is required
- Ability to read recent ML research papers and adapt those models to solve real-world problems
- Experience with any deep learning framework, including Tensorflow, Caffe, MxNet, Torch, Theano
- Experience with optimization on GPUs (a plus)
- Hands on experience with using cloud technologies on AWS/ Microsoft Azure is preferred
Digital Solution Center
Job Classification
Industry: Software ProductFunctional Area / Department: Finance & AccountingRole Category: Accounting & TaxationRole: Accounts ManagerEmployement Type: Full timeContact Details:
Company: EXLLocation(s): Noida, Gurugram+ View Contact
Keyskills: Assistant Manager
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