Senior Machine Learning Engineer

4 weeks ago

Hyderabad, Telangana, India Deliveroo Full time

Transforming the Way You Shop and Eat

At Deliveroo, we're revolutionizing the way people access food and products. Our mission is to bring the neighbourhood to your door by connecting consumers, restaurants, shops, and riders. We're a technology-driven company at the forefront of the rapidly expanding food delivery industry.

We're looking for a skilled Senior Machine Learning Engineer to join our Ads ML Team. As a key member of our cross-functional team, you'll work alongside engineers, data scientists, and product managers to develop systems that make automated decisions at a massive scale.

Your responsibilities will include:

  • Designing and constructing sophisticated machine learning models using frameworks like TensorFlow
  • Refining and updating existing systems to improve performance and efficiency
  • Mentoring and coaching team members on ML engineering best practices
  • Collaborating with the Ads ML Team to develop and deploy machine learning models for sponsored content recommendation, automated bidding, budget recommendation, and dynamic ad load

We're looking for someone with a strong background in machine learning, a passion for innovation, and excellent communication skills. If you're a team player who thrives in a fast-paced environment, we'd love to hear from you.

Requirements

  • A master's degree in Computer Science, Mathematics, or a related quantitative discipline
  • 5+ years' experience deploying machine learning models at scale in production environments
  • Proficiency in writing production-quality Python code
  • Familiarity with Python data science and machine learning libraries, including scikit-learn, TensorFlow, Keras, pandas, numpy, and XGBoost
  • Thorough understanding of best practices in MLOps
  • Sound knowledge of the machine learning application development life cycle, encompassing CI/CD, version control (git), testing frameworks, MLOps, agile methodologies, monitoring, and alerting
  • Hands-on experience in operationalising ML models and constructing ML pipelines
  • Practical experience with AWS or a comparable cloud service provider
  • Comfortable working with Docker and containerised applications
  • Familiarity with Git, GitOps practices, Argo Workflow, etc.
  • Familiarity with CI/CD tools such as Jenkins, CircleCI, GitHub Actions, etc.
  • Strong collaborative skills, able to work alongside scientists, engineers, and non-technical stakeholders
  • A bias for simplicity and impact
  • Experience developing Click-Through-Rate estimation and automated bidding models

Why Deliveroo

We're a company that values diversity, equity, and inclusion. We believe that a great workplace is one that represents the world we live in and how beautifully diverse it can be. We're committed to creating an environment where everyone feels welcome and valued.

We offer a range of benefits, including healthcare, well-being, parental leave, pensions, and generous annual leave allowances. We're a company that prioritises the welfare of our employees and provides opportunities for growth and development.

Workplace & Benefits

We're a hybrid team, with some expectations to come into the office. We're based in Hyderabad or Bengaluru, and we're looking for someone who is comfortable working in a fast-paced environment and is able to collaborate with team members remotely.

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