20 Aug
|
Anlage Infotech
|
Bengaluru
20 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 strong 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