02 Oct
|
Weekday AI
|
Bengaluru
02 Oct
Weekday AI
Bengaluru
Description
This role is for one of Weekday’s clients
Salary range: Rs 5000000 - Rs 9900000 (ie INR 50 - 99 LPA)
Min Experience: 12+ years
Location: Bengaluru
JobType: full time
We are looking for an experienced and highly technical Staff ML Engineer with 12–20 years of experience to lead the design, development, and deployment of advanced machine learning systems at scale. The ideal candidate will have deep expertise in Machine Learning, strong software engineering fundamentals, and a proven track record of taking ML solutions from research and experimentation through production.
As a Staff ML Engineer, you will work on complex, high-impact ML problems, define technical approaches, establish engineering best practices, and collaborate closely with data scientists, software engineers, product teams, and business stakeholders. You will also provide technical leadership and mentorship to engineers while contributing to the long-term ML architecture and strategy.
Requirements
Key Responsibilities
- Design, develop,
and productionize sophisticated machine learning models and systems for large-scale applications.
- Own the complete ML lifecycle, including problem formulation, data preparation, feature engineering, model development, evaluation, deployment, monitoring, and continuous improvement.
- Develop scalable and reliable ML pipelines capable of processing large datasets and supporting high-volume production workloads.
- Evaluate and implement appropriate machine learning algorithms, architectures, and techniques based on business and technical requirements.
- Improve model accuracy, scalability, latency, reliability, and overall production performance.
- Work closely with data scientists and engineering teams to transition experimental models into robust production systems.
- Establish engineering standards, design patterns, testing methodologies, and best practices for machine learning development.
- Conduct technical design reviews and make architecture decisi
📌 Staff ML Engineer (Bengaluru)
🏢 Weekday AI
📍 Bengaluru