Artificial Intelligence Engineer
2 hours ago
About the Role: We are seeking a highly motivated and experienced Artificial Intelligence Engineer to join our team at Rooter. As an AI Engineer, you will be responsible for building and deploying scalable recommendation systems that personalize the user experience.
Key Responsibilities:
- Developing highly scalable and robust recommendation systems using machine learning algorithms and techniques.
- Building real-time infrastructure for extracting actionable information from media, including videos and images.
- Improving user metrics by creating features using the latest machine learning and generative AI offerings.
- Establishing processes for training, retraining, and fine-tuning models based on DevOps and CI/CD principles.
- Partnering with data scientists to test, validate, and deploy machine learning and optimization models.
- Debugging models based on evaluation metrics.
Requirements:
- Experience in building and deploying real-world machine learning and deep learning applications.
- Familiarity with classical machine learning and deep learning algorithm techniques, open-source tools and technologies, programming environments such as Python, SQL, PySpark, bash scripting.
- Experience with various models that support recommendation systems like content-based filtering and collaborative filtering.
- Proficiency in libraries like Scikit-Learn and Pandas.
- Experience with big data platforms such as Hadoop, Hive, Spark, Parquet format, Hudi.
- Experience working with AWS services ecosystem (EC2, S3, SNS etc).
- Experience in data cleaning, feature enhancements, MLOps for logging, evaluation of models in shadow and live mode.
- Experience with tree-based machine learning algorithms and clustering algorithms (XGBoost, GBT, RF, Bi-KMeans, DBScan).
- Experience with NLP techniques such as TFIDF, using HuggingFace embeddings and working with vector-DB.
Good to Have:
- Experience with AWS EMR.
- Knowledge of MLFlow/KubeFlow basics.
- Experience with using Streamlit for dashboarding, SQL, AWS Athena.
- Experience with Redis, MongoDB.
- Experience with reinforcement learning.
Qualification: A B.Tech degree in Computer Science, Artificial Intelligence or a related field.
Salary Range: ₹35 lakhs - ₹50 lakhs per annum.
Benefits:
- Comprehensive health insurance coverage.
- Gratuity benefits.
- A hybrid work model allowing four days in the office and one day working from home.
About Rooter: Rooter is a technology consumer platform sitting at the convergence of three large macro trends: gaming, content, and commerce. With over 85 million gamers and 1.5 million creators, we have transformed into a marketplace called 'Rooter Shop' offering digital gaming currencies.
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