Machine Learning Engineer

7 days ago

Hyderabad, Telangana, India Rooter Full time
Role: Machine Learning Engineer

At Rooter, we're looking for a highly motivated and self-starter Machine Learning Engineer to help us build predictable systems across various funnels and support. As a key member of our team, you'll be responsible for creating and deploying machine learning models, improving user metrics, and establishing processes for model training and deployment.

Key Responsibilities:

  • Design and develop highly scalable and robust recommendation systems for personalizing the user experience
  • Build scalable real-time infrastructure for extracting actionable information from media, including videos and images
  • Develop ML Ops processes to support training and deployment of models based on DevOps and CI/CD principles
  • Partner with Data Scientists to test, validate, and deploy Machine Learning and Optimization models
  • Establish processes for model training, retraining, and fine-tuning

Requirements:

  • Experience in building and deploying real-world Machine Learning/Deep learning applications
  • Experience with Classical ML, Deep Learning algorithm techniques, open-source tools and technologies, programming environments such as Python, SQL, PySpark, and bash scripting
  • Experience with various models that support Recommendation systems, including Content-based filtering and Collaborative filtering
  • Experience with libraries like Scikit-Learn and Pandas
  • Experience with Big Data platforms, such as Hadoop, Hive, Spark, and parquet format
  • Experience in 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 ML 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, and AWS Athena
  • Experience with Redis and MongoDB
  • Experience with Reinforcement learning

Qualification:

B.Tech. Degree in Computer Science, Artificial Intelligence, or related field

Interview Process:

Our interview process consists of multiple rounds, including a basic screening round by our HR team, technical knowledge rounds, an HR Head round, a Co-Founder's round (in-office), and a Founder's round

Employee Benefits:

  • Health Insurance: We offer comprehensive health insurance coverage to ensure our employees have access to quality healthcare when they need it most
  • Gratuity: We believe in recognizing the hard work and dedication of our employees, providing gratuity benefits to show our appreciation for their contributions
  • Hybrid Work Model: We offer a hybrid work model, allowing employees to enjoy the best of both worlds, with four days in the office and one day working from home

About Rooter:

Rooter is India's largest Gaming and Esports Content to Commerce platform, with over 85 million users. We offer live streaming, videos, and shorts, allowing users to watch and stream a variety of games, participate in live chats, and engage with a community of gamers. Our tech stack is one of the best in the category, with a focus on scalability, sustainability, and the use of emerging technologies like AI/ML to build a world-class user experience

Rooter's revenue grew 91% CAGR over the last 5 years, and we're on course to be EBITDA positive in the next 3 quarters. We've raised $35 million in primary capital from investors like Lightbox Ventures, March Gaming, Paytm, and others

Join us if you're looking to be a part of the Gaming Revolution in India, building the backbone of Tech infrastructure and enabling large-scale commerce

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