Senior Machine Learning (ML) Engineer | HumanBit main
Job Description
Senior Machine Learning Engineer
Company Overview
We are a forward-thinking organization focused on leveraging data and artificial intelligence to enhance user experiences and optimize internal processes. Our team is dedicated to innovation and excellence in the field of machine learning.
Job Summary
We are seeking a Senior Machine Learning Engineer who will be responsible for designing, developing, and deploying machine learning models that address real-world challenges. This role involves working on advanced projects that utilize data to create AI-driven features and improve operational efficiency.
Key Responsibilities
- Design, build, and deploy machine learning models for various use cases.
- Collaborate with data scientists, engineers, and product teams to implement AI-driven features.
- Build scalable data pipelines to train, test, and evaluate machine learning models.
- Optimize machine learning models for performance, accuracy, and scalability.
- Stay updated with the latest research and trends in machine learning and AI.
- Ensure robust testing, monitoring, and maintenance of models in production.
- Mentor junior engineers and contribute to the overall technical direction of the team.
Required Qualifications
- 4-5 years of experience in machine learning or AI engineering.
- Strong understanding of machine learning algorithms and statistical techniques.
- Proficiency with Python and machine learning libraries (TensorFlow, PyTorch, Scikit-learn).
- Experience with large-scale data processing frameworks (e.g., Spark, Hadoop).
- Knowledge of cloud platforms (AWS, GCP, Azure) and deploying ML models in production.
- Experience with version control, experiment tracking, and CI/CD for ML models.
- Strong problem-solving skills and attention to detail.
- Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
Experience
4-5 years of experience in machine learning and AI engineering.
Environment
This is a full-time position based in Bengaluru, Karnataka. The work environment is collaborative, with opportunities to work on cutting-edge projects in a dynamic team setting.
Location
Bengaluru, Karnataka
Salary
₹2,500,000 - ₹4,000,000
Benefits
- Competitive salary
- Opportunities for professional development
- Collaborative work environment
- Flexible work arrangements
Preferred Skills
- Experience with model interpretability and explainability techniques.
- Familiarity with reinforcement learning or natural language processing.
Growth Opportunities
Potential for career advancement within the organization, including leadership roles in machine learning projects.