Senior Machine Learning Engineer

Are you a machine learning expert who excels at crafting AI-driven solutions with significant real-world impact?About the RoleWe are seeking a highly skilled and self-motivated professional to join our team and contribute to shaping the future of skill assessment, job matching, and intelligent recommendations using cutting-edge machine learning techniques.Your Key ResponsibilitiesYou will play a pivotal role in advancing our AI-powered platform by designing, developing, and deploying predictive models for skill assessment and job matching. Your expertise will be instrumental in evaluating and improving model performance using appropriate metrics.You will work closely with data engineers to ensure robust data models and schemas are built and maintained for large-scale datasets. This collaboration will guarantee consistency, scalability, and accessibility across our platform.You will develop embeddings for skills, jobs, and user profiles to drive recommendations and similarity analysis. You will experiment with various models and integrate them into search/recommendation pipelines.You will train, validate, and fine-tune ML models on diverse datasets. Your attention to detail will be critical in addressing imbalanced data, mitigating bias, and monitoring production performance.You will apply advanced statistical techniques (e.g., K-Means, Cosine Similarity) to uncover insights, detect anomalies, and inform product development. Your findings will be presented via interactive dashboards, detailed reports, and engaging visualizations.You will build scalable pipelines using BigQuery, Dataflow, Dataproc, and optimize workflows for cost and performance. Your expertise will ensure seamless deployment across our infrastructure.You will manage deployments across multi-cloud environments, ensuring interoperability, security, and compliance. Your ability to navigate complex technical landscapes will be invaluable.You will write clean, testable Python code using scikit-learn, TensorFlow, PyTorch, and contribute to internal data science libraries. Your focus on maintainability and scalability will elevate our technology stack.You will enhance the performance of ML pipelines, reduce bottlenecks, and improve training speed and accuracy. Your analytical mindset will be essential in identifying areas for optimization.What We're Looking For3–5 years of hands-on experience as a machine learning engineer or data scientist with a strong focus on predictive modeling and data analytics.Advanced proficiency in Python and core libraries (scikit-learn, TensorFlow, PyTorch, Pandas, NumPy).Experience with GCP BigData tools such as BigQuery, Dataflow, and Dataproc.Knowledge of multi-cloud environments and deployment strategies.Proven expertise in statistical analysis techniques (e.g., K-Means, Cosine Similarity).Experience with data modeling and database design principles.Strong problem-solving skills and ability to work independently.Excellent communication and presentation skills.Bachelor's or Master's in Computer Science, Statistics, Data Science, or related field.A passion for leveraging data to solve real-world problems and make a positive impact.Why Join Us?100% remote role offering flexibility to work from anywhere in India.Opportunity to work on high-impact AI projects in skill assessment and job matching.Exposure to state-of-the-art technologies in ML, embeddings, and BigData.A collaborative, innovative culture that values continuous learning and growth.Please send your updated resume and cover letter to contact@entrustechinc.com.