Machine learning Engineer II GenAI studios
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Job Location:
Monthly Salary:
Posted on:
2 days ago
Vacancies:
1 Vacancy
Job Summary
Job Summary: As a ML Engineer II you will play a pivotal role in building end to end ML lifecycle with scale. Leveraging ML algorithms and A/B testing we continuously refine our recommendations. If youre passionate about tackling complex technical challenges using big data ML models and building scalable services youll thrive here.
About the team: Were an AI native agile & fast-moving team focused on turning bold ideas into impactful products. From rapid prototyping of new concepts to building scalable platforms that power future growth we thrive on experimentation and innovation. Our platform highlights creators and their narratives by giving them AI-powered systems using advanced machine learning and multimedia pipelines. As part of this team youll work at the intersection of creativity and technology building end-to-end experiences experimenting with emerging tech and shaping the future of entertainment content.
Key Responsibilities:
- Possess deep knowledge of core systems and takes full responsibility for the code design and project delivery ensuring high quality and on-time completion
- Build and evolve end-to-end ML lifecycle systems from data processing to model serving using technologies spanning big data frameworks to ML platforms (TensorFlow PyTorch)
- Design and implement sophisticated monitoring systems that track both technical health and quality metrics
- Create advanced experimentation frameworks that enable rapid A/B testing of algorithms
- Design and develop low-latency high-throughput serving systems with appropriate caching strategies
- Establish MLOps best practices using MLflow for experiment tracking model versioning and deployment automation
- Build stream processing pipelines for real-time feature computation that power dynamic content personalization
- Scale and optimize training and serving of machine learning models including specialized solutions for embedding scaling
- Collaborate with Product Managers and cross-functional teams to understand requirements and deploy high-quality software solutions that meet business objectives
Skills & Attributes for Success
- Strong coding skills in Python Java Golang or Scala
- Experience with Big Data frameworks like Spark and Kubernetes for data and ML workloads
- Proficient in implementing API performance monitoring solutions using tools such as Grafana Prometheus and Cloudwatch
- Skilled in developing end-to-end machine learning pipelines ensuring consistency between development and production environments
- Ability to design scalable ML architectures tailored to site traffic and feature complexity for predictive algorithms
- Familiar with model and data versioning resource allocation and scaling and logging to build optimal systems
- Experienced in creating systems that monitor and react to faults in resources data streams and model responses
- Expertise with MLOps tools for scalable production-level deployment including feature stores model hosting and versioning data versioning prediction and drift monitoring and automated remediation
- Strong problem-solving skills and the ability to work effectively in a fast-paced environment
- Commitment to continuous learning and professional development
Preferred Education & Experience
- Masters or equivalent degree.
- At least 2-4 years of professional experience in building and operating machine learning systems at scale
About Us
Perched firmly at the nucleus of spellbinding content and innovative technology JioStar is a leading global media & entertainment company that is reimagining the way audiences consume entertainment and sports. Its television network and streaming service together reach more than 750 million viewers every week igniting the dreams and aspirations of hundreds of million people across geographies.
JioStar is an equal opportunity employer. The company values diversity and its mission is to create a workplace where everyone can bring their authentic selves to work. The company ensures that the work environment is free from any discrimination against persons with disabilities gender gender identity and any other characteristics or status that is legally protected.
If you would like more information about how your data is processed please contact us.
Required Experience:
IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
JioStar combines the power of Reliance’s Viacom18 and Disney Star, delivering unmatched entertainment with 120+ TV channels and two leading streaming platforms. Explore a new era of content with JioStar.
