22 Sep
|
Sdlc Technologies
|
Lucknow
22 Sep
Sdlc Technologies
Lucknow
Senior Machine Learning Engineer (Recommendation Systems)
We are seeking a Senior Machine Learning Engineer to lead our content personalization efforts, shaping experiences that impact millions of users.
As a senior member of a growing team, you will tackle complex machine learning challenges and collaborate with data science, product, infrastructure, and backend engineering teams to deliver innovative, data-driven personalization solutions. Your work will directly impact content discovery, deepen user engagement, and drive long-term retention.
Responsibilities:
Lead development of recommendation systems: Design, build, and optimize advanced algorithms for SVOD, Live TV, and FAST personalization.
Drive ML innovation at scale: Conduct deep dives into models and system components, ensuring performance, scalability, and robustness across regions and product areas.
Own the ML pipeline: Build and maintain reliable pipelines for data extraction, feature engineering, model training, testing, and deployment.
Collaborate with Product, Data Science & Engineering: Translate product requirements into ML solutions, set clear expectations, and deliver measurable improvements in user engagement.
Advance deep learning in recommendations: Apply frameworks such as TensorFlow, PyTorch, or similar to develop state-of-the-art recommendation models.
Experimentation: Conduct rigorous A/B testing and ML experiments to understand model performance and iterate rapidly based on feedback.
ML Vision and Roadmap: Contribute to the strategic planning of the recommendations roadmap, aligning engineering efforts with business objectives and user needs.
Explore advanced architectures: Experience with frameworks like Two-Tower models and Deep Cross Networks (DCN) is a strong plus.
Qualifications:
8+ years of experience in backend engineering and/or data science, including 4+ years focused on machine learning. Experience with recommendation systems is a big plus.
Strong coding skills in Python, as well as proficiency in using ML frameworks like PyTorch or TensorFlow.
Excellent analytical and problem-solving skills, with the ability to translate complex technical challenges into business solutions.
Proven track record of leading projects and delivering impactful machine learning solutions.
Solid communication and documentation skills; capable of explaining complex, technical concepts to non-technical stakeholders and to diligently document your work to help the team as a whole learn and move quickly.
Experience with Amazon SageMaker or similar MLOps platforms
📌 Senior Machine Learning Engineer (Recommendation Systems) (Lucknow)
🏢 Sdlc Technologies
📍 Lucknow