Data Scientist
4 days ago
We are looking for Junior Data Scientist for data science team and help us gain useful insight out of raw data.
- Machine Learning Expertise: Hands-on experience with ML frameworks
- NLP Knowledge: Strong understanding of natural language processing, embeddings,
- and transformer-based models (e.g., BERT, RoBERTa, GPT).
- Vector Search Tools: Proficiency in tools like FAISS, Milvus, Pinecone, or other
- ANN libraries.
- Search Algorithms: In-depth knowledge of similarity search techniques, including cosine similarity, dot-product scoring, and clustering methods.
- Programming Skills: Strong coding abilities in Python (experience with libraries like NumPy, Pandas, Scikit-learn, Hugging Face Transformers, etc.).
- Cloud/DevOps Knowledge: Familiarity with cloud platforms (Azure) and containerization/orchestration tools like Docker and Kubernetes.
Responsibilities
:
- You would be required to Identify, develop and implement the appropriate statistical techniques, algorithms and Deep learning / ML Models to create new, scalable solutions that address business challenges across industry domains.
- Define, develop, maintain and evolve data models, tools and capabilities.
- Communicate your findings to the appropriate teams through visualizations
- Collaborate and communicate findings to diverse stakeholders
- Provide solutions for but not limited to: Object detection/Image recognition, natural language processing, Sentiment Analysis, Topic Modeling, Concept Extraction, Recommender Systems, Text Classification, Clustering , Customer Segmentation & Targeting, Propensity Modeling, Churn Modeling, Lifetime Value Estimation, Forecasting, Modeling Response to Incentives, Marketing Mix Optimization, Price Optimization.
- Ability to build, train and lead a team of data scientists.
- Follow/maintain an agile methodology for delivering on project milestones.
- Excellent oral, presentation, and written communication skills.
- Experience applying statistical ideas and methods to data sets to answer business problems.
- Mine and analyze data to drive optimization and improvement of product development, marketing techniques and business strategies.
Preferred Qualifications:
- Bachelors/ Masters/ PhD degree in Math, Computer Science, Information Systems, Machine Learning, Statistics, Applied Mathematics or related technical degree.
- 3 plus years total experience with minimum of 2 years of experience in a related position, as a data scientist or business analyst building
Computer Vision, NLP
and
Predictive analytics
solutions for various types of business problems. - Advanced knowledge of statistical techniques, machine learning algorithms and deep learning frameworks like Tensorflow, Keras, Pytorch
- Programming background and expertise in building models using at least one of the following languages: Python, R , C, C++
- Strong individual planning and project management skills, able to juggle multiple tasks and priorities.
- Self-motivated and driven to deliver agreed results on-time
- Ability to convert analytical output into clear, concise, and persuasive insights & recommendations for technical & non-technical audience
- Strong influence and relationship management skills.
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