Staff Engineer

4 weeks ago

Hyderabad, Telangana, India Tide Full time

About Tide

Tide is a leading fintech company that provides innovative banking solutions for small businesses. We are committed to empowering entrepreneurs and helping them save time and money.

As a Staff Engineer in our Machine Learning team, you will play a key role in developing and maintaining our distributed backend systems. You will work closely with our Data Scientists to operationalize ML models and create scalable containerized microservices.

Key Responsibilities

  • Design and implement distributed backend systems to operationalize ML models
  • Develop and deploy low-latency and scalable containerized microservices
  • Collaborate with cross-functional teams to design software architecture and find solutions to complex problems
  • Participate in agile development teams to deliver value iteratively and maintain production systems
  • Build an MLOps platform to speed up the development and deployment cycle of ML models
  • Develop complex batch and streaming data processing pipelines
  • Lead and mentor a team of backend engineers, promoting knowledge sharing and collaborative learning
  • Collaborate with the product team to plan extensive roadmaps for new and existing initiatives

Requirements

  • Strong backend development experience and system design skills
  • Extensive development experience in Python, including microservices development using web frameworks like Flask or FastAPI
  • Experience in building data solutions, including batch processes and streaming applications
  • High development standards, including code quality, code reviews, unit testing, and continuous integration and deployment
  • Experience working in agile teams, dedicated to generating value iteratively
  • Business-level English and good communication skills
  • Experience with Git, Docker, and setting up CI/CD pipelines
  • Exposure to cloud providers and architecting solutions using managed services
  • Familiarity with event-driven systems and experience with Kafka or similar technologies
  • Experience leading and managing a team of backend developers, coaching best practices and architecting solutions

Nice to Have

  • Experience with feature stores, ML Observability, and automated MLOps systems
  • Experience with batch processing/data frameworks like Airflow, Spark, or Databricks
  • Experience working with machine learning models and understanding the challenges of putting them into production

Our Tech Stack

  • Python, Flask, Faust
  • AWS, Docker, GitHub
  • Airflow, Snowflake
  • PostgreSQL
  • Databricks
  • Kafka
  • K8S

What We Offer

  • Competitive salary
  • Self and family health insurance
  • Term and life insurance
  • OPD benefits
  • Mental wellbeing through Plumm
  • Learning and development budget
  • WFH setup allowance
  • 15 days of privilege leaves
  • 12 days of casual leaves
  • 12 days of sick leaves
  • 3 paid days off for volunteering or L&D activities
  • Stock options

Tidean Ways of Working

Tide champions a flexible workplace model that supports both in-person and remote work. We believe in the power of face-to-face interactions to foster team spirit and collaboration. Our offices are designed as hubs for innovation and team-building, where we encourage regular in-person gatherings to foster a strong sense of community.

Tide is a Place for Everyone

Tide believes that we can only succeed if we let our differences enrich our culture. We celebrate diversity in our workforce as a cornerstone of our success. Our commitment to a broad spectrum of ideas and backgrounds is what enables us to build products that resonate with our members' diverse needs and lives.

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