Harmony Data Integration Technologies - Senior Data Scientist - NLP/Machine Learning

Job Description : We are seeking a highly skilled, hands-on Machine Learning Engineer/Data Scientist with a robust background in developing, coding, and deploying advanced ML models. The ideal candidate will have demonstrable expertise in computer vision, object detection, object tracking, and NLP, with a proven track record of writing production-grade code and developing state-of-the-art models to solve complex business challenges. Key Responsibilities : - End-to-End ML Pipeline Development : Design, code, test, and deploy robust machine learning pipelines-from data collection and preprocessing to model training and production deployment. - Computer Vision & Object Detection : Develop and fine-tune algorithms for computer vision applications using tools like Ultralytics YOLO and OpenCV, with hands-on experience in object detection and object tracking. - NLP Model Development : Build and optimize NLP models for tasks such as text analysis, sentiment analysis, and language processing using frameworks like Hugging Face Transformers or spaCy. - Cloud-Based Model Deployment : Utilize Google Cloud services, particularly Vertex AI, for scalable model development, training, testing, and deployment. - Code Quality & Optimization : Write clean, modular, and efficient code; perform debugging, code reviews, and performance tuning to ensure scalable and maintainable codebases. - Collaboration & Integration : Work closely with data engineering and software development teams to integrate ML models into production environments and ensure seamless deployment. - Continuous Improvement : Stay up-to-date with the latest advancements in machine learning and AI, integrating new technologies and methods as appropriate. - Documentation & Best Practices : Maintain thorough documentation of code, methodologies, and experiments, adhering to industry best practices and MLOps principles. Required Skills and Qualifications : - Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field. - 5 years of professional experience in data science and machine learning with a strong emphasis on hands-on coding and model development. - Advanced proficiency in Python, and extensive experience with ML libraries and frameworks such as TensorFlow, PyTorch, OpenCV, and Ultralytics YOLO. - Demonstrable expertise in developing and deploying computer vision models (object detection and tracking) and NLP solutions. - Hands-on experience with cloud platforms, especially Google Cloud (Vertex AI), for scalable ML model training and deployment. - Strong analytical, debugging, and performance optimization skills, with a commitment to high-quality code and software engineering best practices. - Familiarity with data annotation platforms (e.g., Roboflow) and experience in integrating these into model development workflows. - Excellent communication and collaboration skills to work effectively in cross-functional teams. Preferred Skills : - Experience with MLOps practices and CI/CD pipelines for machine learning. - Familiarity with big data technologies and distributed computing frameworks. - Contributions to open-source projects or publications in relevant fields. - Expertise in model interpretability, monitoring, and performance tuning in production environments. Harmony Benefits : - Gym Membership Benefit in partnership with Pro Ultimate Fitness Gym. - Life Event Policy - INR 10,000 as Token for special occasion like Marriage and Child Birth. - Milestone Policy - Bonus after completion of 4/6/8/10 years. - Health Insurance for Self and Dependents (Spouse and Kids) with sum assured INR 5,00,000. - Employee of the quarter Rewards (3-5 employees per month) - INR 3000 Amazon Voucher - Certification & Training Policy - Support & Reimbursement for Certification and Trainings. - Monthly Sports Engagement - Cricket & Football - Team Parties - BI Monthly Team party with Lunch/Dinner - Yearly Department Heads Dinner with Family. - Emergency Medical Leaves in case of Medical emergencies in family. - Festivals Celebrations - Employees Birthday & Anniversary Celebrations Location : Mohali, Punjab (ref:hirist.tech)

Location: mohali, IN

Posted Date: 5/1/2025