February 11, 2022
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Bengaluru, Karnataka, India
February 11, 2022
Apply NowJob description
Role Summary
Are you a Data Scientist with at least 5 years of working on Natural Language Processing (NLP) problems in both commercial and competitive environments? We are offering a rare and rewarding opportunity to help build state of the art capabilities for a premier firm serving the Financial Services Industry.
The successful candidate will have a can-do attitude and work with Process Engineering & Automation, Content Operations and Managed Services and Technology partners to develop NLP features relating to a variety of concepts, languages and sources. Multi-lingual NLP abilities are a plus.
Role Responsibilities
You will have rapidly (< 1 month) researched, built and evaluated multiple NLP models using a range of classical (e.g. Transformers) and sophisticated methodologies (e.g. NN) with near-production level code quality on a number of projects.
We expect the candidate to use Cloud and Desktop Based Hardware Instances and develop in a collaborative manner.
You will be required to keep abreast of latest industry and academic research, sharing insights and applications with core and non-core team members.
You are expected to independently solve Classical NLP Problems including:
- Named Entity Recognition
- Deep Learning
- Text Summarization
- Sentiment Models
Required Skills
- Pre-Processing Text Data
- Model Error Analysis and Debugging
- SciKit Learn, NLTK, spaCy, Stanford CoreNLP ,LSTM , Transformers
- TensorFlow
- Python , Docker, AWS
- Data Collection, Processing and Analysis
Preferred Skills
- Ability to guide colleagues to craft the pipeline and workflow for models
- Hyper parameter optimization, regularization, feature engineering
- Data Visualization
- Basic understanding of Financial Markets
Experience and Qualifications Required
- Engineering/Mathematical/Statistical background
- At least 5 years working experience on NLP problems in academic or commercial requirements
At LSEG, we believe that creating a diverse and inclusive organisation is fundamental to the way we deliver on our promise – and our purpose. You’ll be part of an organisation of over 25,000 people, spanning 70 countries. We recognise the individual perspectives each of our colleagues brings, and our diverse workforce is one of our greatest strengths. In supporting collaboration and creativity and encouraging new ideas across a diverse and inclusive workforce, we can improve how we are driving financial stability, empowering economies and enabling customers to create sustainable growth.
LSEG offers a range of tailored benefits and support from healthcare and retirement planning to paid volunteering days and wellbeing initiatives.
We are an equal opportunities employer. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. In accordance with applicable law, we make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as any mental health or physical disability needs.
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