Data Scientist - Machine Learning/Deep Learning

Position: Data Scientist

Experience: 3 - 5 Years

Work Mode: WFO Hybrid 2 days in a week.

Job Location: Bangalore

Job Type: Full Time

About the job Requirements:

- Strong hands-on experience in Machine Learning and Deep Neural Networks, SQL (bigquery, PostgreSQL, mongodb, etc.)

- Good understanding of Transformers, Vector Indexing and databases, Bayesian Statistics, Time Series Deep Learning, Random Forest, GLM/GAM, XGBoost, Clustering, CNN, RNN, and GAN.

- Should know Python, NumPy, Pandas, scikit-learn, TensorFlow, Keras, NLTK, Seaborn, and Matplotlib.

- Orchestration tools like airflow, kubeflow or others.

- Containerization and MLOps.

- Experience using vector databases (milvus, qdrant, etc.)

- Experience on GCP.

- Vertex AI suite (Workbench, model registry, experiment tracking, and online predictions).

- Experience in recommendation systems is a must.

- Hands-on with rec algorithms: collaborative filtering, two-tower models, learning-to-rank.

- E-commerce or retail background (marketplace platforms a strong plus).

Soft Skills Required:

- Excellent communication skills.

- Team player and ability to work with different multicultural teams.

- Proactive attitude on identifying problems and providing solutions.

- Creative and innovative thinking