Full Stack Engineer

3 days ago

Bangalore, India Ubique Systems Full time

Experience: 8 Years Minimum

Interview Date: 21-Dec-2024

Mode: F2F Walk In (HSR Layout)

Roles and Responsibilities:

  • We are seeking a highly skilled Full Stack Lead with Python skills and a strong background in Machine Learning to design, develop, and implement cutting-edge solutions using unsupervised learning methods. The ideal candidate will have hands-on experience with various ML algorithms and frameworks, and a solid understanding of data processing and analysis.

Key Responsibilities:

  • Design and implement scalable web applications and platforms using technologies such as Typescript, NestJS, Angular, NodeJS, ExpressJS, TypeORM, and Postgres
  • Good understanding of web and REST API design patterns
  • Experience with AWS technologies such as EKS, ECS, ECR, Fargate, EC2, Lambda, ALB will be an added advantage
  • Hands-on experience with unit test frameworks like Jest
  • Good working knowledge of JIRA, Confluence, Git
  • Basic knowledge of Kubernetes and Terraform for infrastructure as code
  • Basic knowledge of Docker compose and Docker
  • Strong understanding of microservices architecture and ability to implement components independently
  • Proven track record of problem-solving skills
  • Excellent communication skills
  • Develop, test, and maintain robust Python code for machine learning applications.
  • Implement unsupervised learning algorithms to uncover hidden patterns and insights from large datasets.
  • Collaborate with cross-functional teams to gather requirements and deliver scalable ML solutions.
  • Perform data preprocessing, feature extraction, and data augmentation to enhance model performance.
  • Design and conduct experiments to validate and optimize unsupervised learning models.
  • Utilize ML libraries and frameworks (e.g., Scikit-learn, TensorFlow, PyTorch) to build and deploy models.
  • Document and present findings and insights to stakeholders in a clear and concise manner.
  • Stay updated with the latest advancements in machine learning and AI technologies.

Required Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, Data Science, or a related field.
  • Proven experience as a Python Developer, with a strong portfolio of ML projects.
  • In-depth knowledge of unsupervised learning techniques (e.g., clustering, anomaly detection, dimensionality reduction).
  • Proficiency in Python and ML libraries (e.g., NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch).
  • Experience with data preprocessing and transformation techniques.
  • Strong understanding of statistics, probability, and linear algebra.
  • Ability to work independently and as part of a team in a fast-paced environment.
  • Excellent problem-solving skills and attention to detail.
  • Strong communication skills, both written and verbal.

Preferred Qualifications:

  • Experience with big data technologies (e.g., Hadoop, Spark).
  • Familiarity with cloud platform like AWS and deploying ML models in production.
  • Knowledge of deep learning architectures and frameworks.
  • Prior experience in a relevant industry (e.g., healthcare, finance, retail).
  • Publications or contributions to open-source ML projects.

Primary Skill:

  • Full stack + Python + AI/ML

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