Machine Learning Engineer

Overview

Experience: 3+ years

Location: Bengaluru

About the Role:

We are seeking a skilled and motivated Machine Learning Engineer to join our innovative Apra Labs team. The ideal candidate will have hands-on experience developing and deploying machine learning models, working with video/image datasets, and leveraging cloud technologies to build scalable AI solutions. This role involves collaborating with cross-functional teams, designing data pipelines, and driving data-driven decision-making processes.

Responsibilities:

● Develop, train, and deploy machine learning models for various applications such as detection/ classification, clustering, and recommendation systems.

● Design and implement scalable data pipelines and ETL processes to preprocess and analyze video/image datasets.

● Work closely with data scientists, software engineers, and business teams to understand requirements and deliver end-to-end AI solutions.

● Optimize model performance and ensure robustness through hyperparameter tuning, feature engineering, and evaluation.

● Deploy models into production environments using cloud platforms like AWS, Azure, or Google Cloud.

● Implement and maintain model monitoring systems to track performance and ensure reliability.

● Stay updated with the latest advancements in machine learning, deep learning, and AI technologies.

● Contribute to code reviews, best practices, and continuous improvement processes within the team.

Required Skills:

● Demonstrable skills in owning Machine Learning projects in the past.

● Proficiency in Python and machine learning libraries like TensorFlow, PyTorch, Scikit-learn, and Pandas.

● Hands-on experience of YOLO/ImageNet/Bytetrack or similar models.

● Strong understanding of statistical concepts, data analysis, and data visualization.

● Experience with cloud platforms like AWS, Azure, or Google Cloud for model deployment and data storage.

● Familiarity with containerization and orchestration tools such as Docker and Kubernetes. ● Working knowledge of SQL and NoSQL databases.

● Basic knowledge of REST/GRPC and serving Machine Learning models.

● Experience with Flask/Django is a plus.

● Experience with OOP & C++ is a plus.

● Good understanding of version control systems like git.

● Excellent problem-solving skills and the ability to work in an Agile development environment. Preferred

Qualifications:

● Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.

● 3+ years of experience in machine learning and AI projects.

● Experience with computer vision and deep learning frameworks.

● Strong communication and collaboration skills.

Job Types: Full-time, Permanent

Pay: From ₹800,000.00 per year

Benefits:

• Health insurance

Schedule:

• Monday to Friday

Supplemental Pay:

• Performance bonus

Work Location: In person