Data Scientist

About the job

Job Opportunity We are seeking a highly skilled and motivated individual to join our team as a Data Scientist. This role will play a crucial part in shaping the future of skill assessment, job matching, and intelligent recommendations through cutting-edge machine learning. Predictive Modeling – Design, develop, and deploy predictive models to power skill assessment and job matching. Continuously evaluate and improve performance using appropriate metrics. Data Modelling Expertise – Build and maintain robust data models and schemas for large-scale datasets. Collaborate with data engineers to ensure consistency, scalability, and accessibility. Embedding Specialist – Develop embeddings for skills, jobs, and user profiles to drive recommendations and similarity analysis. Experiment with models and integrate into search/recommendation pipelines. Model Training – Train, validate, and fine-tune ML models on diverse datasets. Address imbalanced data, mitigate bias, and monitor production performance. Statistical Analysis – Apply advanced statistical techniques (e.g., K-Means, Cosine Similarity) for insights, anomaly detection, and product development. Deliver findings via dashboards, reports, and visualizations. GCP BigData Implementation – Build scalable pipelines with BigQuery, Dataflow, Dataproc, and optimize workflows for cost and performance. Multi-Cloud Integration – Manage deployments across multi-cloud environments, ensuring interoperability, security, and compliance. Python Programming – Write clean, testable Python code using scikit-learn, TensorFlow, PyTorch and contribute to internal data science libraries. Algorithm Optimization – Enhance performance of ML pipelines, reduce bottlenecks, and improve training speed and accuracy. Insight Communication – Present results to technical and non-technical stakeholders, influencing decisions and driving product improvements. Why Join Us? This role offers a unique opportunity to work with cutting-edge technologies, collaborate with a talented team, and make a significant impact on the industry. What We Offer: A dynamic and supportive work environment Opportunities for professional growth and development Competitive compensation and benefits package About Our Team Our team is passionate about harnessing the power of machine learning to revolutionize the way we approach skill assessment and job matching.