21 Aug
|
Anlage Infotech
|
Bengaluru
21 Aug
Anlage Infotech
Bengaluru
Senior Machine Learning Engineer
Experience: 10+ Years
Location: Bangalore
Employment Type: Full time
Work Mode: [Hybrid]
Job Summary
We are looking for an experienced Senior Machine Learning Engineer with 10+ years of professional experience in Machine Learning Engineering, Software Engineering with a strong ML focus, or a similar role.
The ideal candidate will combine robust software engineering fundamentals with deep expertise in machine learning, data processing, model development, and production-grade ML solutions. The role requires hands-on experience with Python, PyTorch, Scikit-learn, ML algorithms, feature engineering, model evaluation, hyperparameter tuning, SQL/NoSQL databases, and large-scale data processing.
The successful candidate should be able to translate complex business and technical problems into practical, scalable ML solutions and communicate effectively with both technical and non-technical stakeholders.
Key Responsibilities
Machine Learning Engineering
Design, develop, implement,
and maintain machine learning models and solutions for complex business problems.
Apply strong theoretical and practical knowledge of machine learning algorithms to real-world use cases.
Select appropriate algorithms, approaches, and techniques based on business and technical requirements.
Perform feature engineering, model training, validation, evaluation, and optimization.
Define and analyze appropriate model evaluation metrics.
Perform hyperparameter tuning and model optimization.
Collaborate with engineering and data teams to transition ML models into production-ready solutions.
Software Engineering
Develop clean, productive, scalable, production-grade, and well-documented Python code.
Apply strong software engineering principles to ML systems and applications.
Design reusable and maintainable software components using appropriate design patterns and object-oriented programming principles.
Apply strong knowledge of:
Data Structu
📌 Senior Machine Learning Engineer Bengaluru
🏢 Anlage Infotech
📍 Bengaluru