Add office photos
All Filters
15 Draup Jobs
Senior Data Scientist Draup
Draup
posted 29d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
Job Summary
We are seeking a highly skilled and experienced Senior Data Scientist to join our team. In this
role, you will leverage advanced Natural Language Processing (NLP), Deep Learning, and
traditional Machine Learning (ML) techniques to build and optimize our NLP-driven products
and services. You will work closely with cross-functional teams to develop scalable, highperformance NLP models that solve complex language and data-related challenges. If you are
passionate about advancing language understanding and have hands-on experience with the
latest NLP frameworks, models, and techniques, we would love to speak with you!
We are seeking a highly skilled and experienced Senior Data Scientist to join our team. In this
role, you will leverage advanced Natural Language Processing (NLP), Deep Learning, and
traditional Machine Learning (ML) techniques to build and optimize our NLP-driven products
and services. You will work closely with cross-functional teams to develop scalable, highperformance NLP models that solve complex language and data-related challenges. If you are
passionate about advancing language understanding and have hands-on experience with the
latest NLP frameworks, models, and techniques, we would love to speak with you!
Responsibilities
- Model Development and Optimization: Design, build, and deploy NLP models,
including transformer models (e.g., BERT, GPT, T5) and other SOTA architectures, as
well as traditional machine learning algorithms (e.g., SVMs, Logistic Regression) for
specific applications.
- Data Processing and Feature Engineering: Develop robust pipelines for text
preprocessing, feature extraction, and data augmentation for structured and
unstructured data.
- Model Fine-Tuning and Transfer Learning: Fine-tune large language models for specific
applications, leveraging transfer learning techniques, domain adaptation, and a mix of
deep learning and traditional ML models.
- Performance Optimization: Optimize model performance for scalability and latency,
applying techniques such as quantization, ONNX formats etc.
- Research and Innovation: Stay updated with the latest research in NLP, Deep Learning,
and Generative AI, applying innovative solutions and techniques (e.g., RAG
applications, Prompt engineering, Self-supervised learning).
- Stakeholder Communication: Collaborate with stakeholders to gather requirements,
conduct due diligence, and communicate project updates effectively, ensuring
alignment between technical solutions and business goals.
- Evaluation and Testing: Establish metrics, benchmarks, and methodologies for model
evaluation, including cross-validation, and error analysis, ensuring models meet
accuracy, fairness, and reliability standards.
- Deployment and Monitoring: Oversee the deployment of NLP models in production,
ensuring seamless integration, model monitoring, and retraining processes.
Requirements
Minimum Qualifications
Minimum Qualifications
- Education: Bachelor s degree in computer science, or a related field.
- Experience: Minimum of 2.5 to 5 years of experience in NLP, Deep Learning, and ML,
with a proven track record of developing and optimizing both LLM and traditional
machine learning NLP models.
Technical Skills
- Advanced NLP Techniques: Proficiency in transformer models (e.g., BERT, RoBERTa,
GPT, T5), and experience with techniques like entity recognition (NER), text
classification, summarization, question answering, and language generation.
- Programming: Strong programming skills in Python, with experience in NLP libraries
such as Hugging Face Transformers, spaCy, NLTK, and Gensim.
- ML and DL Frameworks: Proficiency in ML and Deep Learning frameworks such as
TensorFlow, PyTorch, and Scikit-learn.
- Traditional ML Techniques: Familiarity with traditional ML models like SVMs, Logistic
Regression, Decision Trees, and KNN etc
- Evaluation Metrics: Familiarity with NLP and ML evaluation metrics (e.g., BLEU,
ROUGE, F1, accuracy, precision, recall) and experience designing experiments and
tests.
Soft Skills
- Communication Skills: Excellent verbal and written communication skills, capable of
explaining technical concepts to both technical and non-technical stakeholders.
- Enthusiasm for Learning: A self-motivated individual with a passion for continuous
learning and openness to exploring new technologies.
- Teamwork and Collaboration: A team player with the ability to work effectively in a
collaborative, fast-paced environment.
Functions: Platform
Employment Type: Full Time, Permanent
Read full job descriptionPrepare for Senior Data Scientist roles with real interview advice
People are getting interviews at Draup through
People are getting interviews through
(based on 14 Draup interviews)
Referral
Campus Placement
Company Website
Walkin
Job Portal
29%
29%
14%
14%
7%
7% candidates got the interview through other sources.
High
Confidence
?
High Confidence means the data is based on a large number of responses received from the candidates.
What people at Draup are saying
Rating based on 1 Senior Data Scientist
review
Anonymous · Data Science & Machine Learning
in Bengaluru
Likes
Challenging work, good support from Manager. Lot to learn. Good and free food
Dislikes
Pressure to deliver faster. Lacks company’s goal and direction
Read 1 reviewSenior Data Scientist salary at Draup
reported by
2
employees
with 4-8
years exp.
₹38.2
L/yr - ₹48.9
L/yr
61%
more
than the average Senior Data Scientist Salary in India
View more details
What Draup employees are saying about work life
based on 90 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Draup Benefits
View more benefits
Compare Draup with
Fractal Analytics
Compare
Mu Sigma
Compare
AbsolutData
Compare
LatentView Analytics
Compare
Tiger Analytics
Compare
Axtria
Compare
Algonomy
Compare
C5i
Compare
Crayon Data
Compare
Bridgei2i Analytics Solutions
Compare
Collabera Technologies
Compare
Softenger
Compare
XcelServ Solutions
Compare
Capital Numbers Infotech
Compare
Tekwissen
Compare
Akal Information Systems
Compare
Foray Software
Compare
Damco Solutions
Compare
Webskitters
Compare
Nelito System
Compare
Similar Jobs for you
Draup - Business Development Representative - North America Market (3-8 yrs)
3-8 Yrs
Draup - Partnership Specialist - North America Region (3-5 yrs)
3-5 Yrs
Bangalore / Bengaluru
Draup - Python Developer - Backend Architecture (2-5 yrs)
2-5 Yrs
Bangalore / Bengaluru
Share an Interview