01 Oct
|
ThoughtSol Infotech
|
Noida
01 Oct
ThoughtSol Infotech
Noida
Designation: - Senior ML / MLOPs Engineer
Experience: Min 3.5 years
Location: - Noida (Sector- 132)
Key Responsibilities:
• Model Development & Algorithm Optimization: Design, implement, and optimize ML
models and algorithms using libraries and frameworks such as TensorFlow, PyTorch, and
scikit-learn to solve complex business problems.
• Training & Evaluation: Train and evaluate models using historical data, ensuring accuracy,
scalability, and efficiency while fine-tuning hyperparameters.
• Data Preprocessing & Cleaning: Clean, preprocess, and transform raw data into a suitable
format for model training and evaluation, applying industry best practices to ensure data
quality.
• Feature Engineering: Conduct feature engineering to extract meaningful features from data
that enhance model performance and improve predictive capabilities.
• Model Deployment & Pipelines: Build end-to-end pipelines and workflows for deploying
machine learning models into production environments, leveraging Azure Machine
Learning and containerization technologies like Docker and Kubernetes.
• Production Deployment: Develop and deploy machine learning models to production
environments, ensuring scalability and reliability using tools such as Azure Kubernetes
Service (AKS).
• End-to-End ML Lifecycle Automation: Automate the end-to-end machine learning
lifecycle, including data ingestion, model training, deployment, and monitoring, ensuring
seamless operations and faster model iteration.
• Performance Optimization: Monitor and improve inference speed and latency to meet real
time processing requirements, ensuring productive and scalable solutions.
• NLP, CV, GenAI Programming: Work on machine learning projects involving Natural
Language Processing (NLP), Computer Vision (CV), and Generative AI (GenAI),
applying state-of-the-art techniques and frameworks to improve model performance.
• Collaboration & CI/CD Integration: Collaborate with data scientists and engineers to
integrate ML models into pr
📌 Senior Machine Learning Engineer (Noida)
🏢 ThoughtSol Infotech
📍 Noida