
Lead ML Engineer
4 weeks ago
Job Title: Lead ML Engineer
Location: Bangalore, Karnataka
Company: ADA Global
Job Description:
We are seeking a Lead Machine Learning Engineer to drive the development and deployment of cutting-edge ML systems. You will lead a team of ML engineers, collaborate with cross-functional teams, and ensure the scalability, efficiency, and reliability of our ML solutions. This role requires strong technical expertise, leadership, and a deep understanding of ML systems in production.
Key Responsibilities:
- End-to-End ML Development Design, build, and deploy scalable ML models for real-world applications.
- Team Leadership Guide and mentor a team of ML engineers and data scientists.
- Model Optimization & MLOps Implement model monitoring, retraining, and CI/CD pipelines for ML models.
- Big Data & Cloud Integration Work with large-scale data pipelines, distributed computing, and cloud services (AWS/GCP/Azure).
- Cross-Functional Collaboration Work closely with data engineers, product teams, and software developers.
- Algorithm Innovation Research and implement state-of-the-art ML and deep learning techniques.
- Performance & Scalability Ensure ML models are efficient and optimized for deployment in production environments.
Requirements:
- Education: Bachelor&aposs or masters in computer science, AI, Data Science, or a related field.
- ML Expertise: Strong background in Supervised, Unsupervised, and Deep Learning techniques.
- Tech Stack: Python, TensorFlow, PyTorch, Scikit-learn, Spark, Kubernetes, Docker.
- Data & Infrastructure: Experience with Big Data (Hadoop, Snowflake), Cloud ML tools (SageMaker, Vertex AI).
- MLOps & CI/CD: Hands-on with ML lifecycle management, monitoring, and automation.
- APIs & Deployment: Experience in deploying ML models via REST APIs and microservices.
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