06 Sep
|
Harness
|
Bengaluru
As the Machine Learning Manager at Traceable by Harness, you will play a pivotal role in leading and scaling our ML initiatives from prototype to production. You will guide a team of machine learning engineers, and data scientists to design, develop, and deploy high-performing ML solutions that power our core products. This role demands a balance of technical expertise, strategic planning, and people leadership to ensure that our ML models operate reliably, deliver measurable impact, and evolve continuously in production environments.
Responsibilities
- Lead and grow a high-performing Machine Learning team, providing technical guidance, mentorship, and career development.
- Define and execute the ML strategy aligned with Traceable s overall product and business goals.
- Oversee the full ML lifecycle - from problem formulation, data acquisition, feature engineering, modeling, training, evaluation, to production deployment and monitoring.
- Work closely with Security Research and Engineering teams to incorporate domain-specific knowledge into models for API threat detection,
anomaly detection, user behavior modeling, and more.
- Ensure models are robust, explainable, and optimized for performance and scalability in production.
- Stay abreast of the latest research and industry trends in ML, security, and anomaly detection, bringing innovative techniques to the team.
- Collaborate with Product Management to translate customer needs into ML features and capabilities.
- Foster a culture of experimentation, engineering excellence, and continuous learning
Requirements
- 8+ years of experience building and deploying production-grade machine learning systems, with at least 2+ years in a leadership or management capacity.
- Proven experience designing and implementing ML solutions for security, anomaly detection, fraud detection, or related fields.
- Solid programming skills in Python and experience with ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Deep unders
📌 Manager - Machine Learning Engineer (Bengaluru)
🏢 Harness
📍 Bengaluru