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Machine Learning Engineer(Logistics)

Salary

$0.08k - $0.12k

Min Experience

5 years

Location

Doha, Qatar

JobType

full-time

About the job

Info This job is sourced from a job board

About the role

A little bit about us!


At Snoonu, we hold the belief that technology has the power to make anything possible.


Our Vision: to be the first Qatari Super App that propels the region and its community through innovation and technology. We envision a global expansion where what we do surpasses norms and limitations every time.


Our Mission: To radically transform how people live by leveraging technology to connect them with endless possibilities.


Values We Live By


  • Be Customer Obsessed - “Focus on the customer and all else will follow.
  • Act with Integrity - “We are honest, ethical, and trustworthy in everything we do.
  • Be Curious and Creative - “We constantly innovate and create solutions to bring a lasting positive impact.”
  • Lead by Example and Take Ownership - “Be the change you want to see and take ownership.”
  • Work Smart and Deliver Results - “You can do more by doing less, better, and faster.”
  • It's all about people - “Be a team player, together we are stronger.”


In this position, you will be working and collaborating with data scientists, backend engineers, researchers, and product engineers in a cross-functional setting. Your core responsibilities will be on research, development, implementation, integration, and testing of algorithms, methods, and systems for ML-based solutions that optimize our network. Among other things, you are the go-to person on the solution integration, performance, representation and memory, diagnostics, and reasoning.


Requirements:


  • BSc or MSc in Computer Science, Engineering, or a related field.
  • 5+ years of experience as a Backend Developer with a focus on Python or as a Machine Learning Engineer.
  • Expertise in implementing AI/ML Systems using Python. Experience in ML libraries and frameworks such as TensorFlow, PyTorch, or scikit-learn.
  • Formal Education in Data Science / Solid understanding of machine learning algorithms, statistical methods, and data mining techniques.
  • Proficiency in designing and implementing RESTful APIs and API authentication mechanisms.
  • Expertise in writing and maintaining unit tests to ensure code quality and reliability.
  • Strong knowledge of relational databases (e.g., PostgreSQL, MySQL) and NoSQL databases (e.g., MongoDB,Redis).
  • Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization (e.g., Docker, Kubernetes).
  • Experience with event-driven architectures (e.g.,Kafka).
  • Familiarity with CI/CD pipelines and version control systems.
  • Advanced skills in diagnosing and resolving performance issues and sophisticated debugging.
  • Excellent problem-solving skills and ability to work independently, as well as in a team-oriented, collaborative environment.
  • Strong communication and collaboration skills, with the ability to work effectively within a diverse, cross-functional team.


Nice to Have:


  • PhD in CS, ECE, Statistics, or equivalent industrial experience.
  • Proven ability to develop and deliver at least one ML-based product or service.
  • Excellent communication and cross-functional collaboration skills, with a proven ability to formulate projects and work with diverse teams.


Responsibilities:


  • Lead the development and maintenance of backend micro services and APIs using Python, ensuring high performance, scalability, and reliability.
  • Collaborate with a cross-functional team of engineers, data scientists, and product managers to implement technical solutions that meet business needs and ensure robustness, scalability, and reliability.
  • Conduct in-depth code reviews, enforce best practices, and provide constructive feedback.
  • Monitor and optimize application performance, troubleshoot issues, and implement necessary fixes.
  • Lead production deployments and manage the process to ensure efficiency.
  • Participate in technical interviews to evaluate candidates' technical skills.
  • Stay up-to-date with the latest industry trends and advancements in Python backend development, ensuring our capabilities remain competitive and cutting-edge.
  • Guide engineers in implementing complex features. Mentor junior developers and foster a collaborative development environment.

About the company

At Snoonu, we hold the belief that technology has the power to make anything possible. Our Vision: to be the first Qatari Super App that propels the region and its community through innovation and technology. We envision a global expansion where what we do surpasses norms and limitations every time. Our Mission: To radically transform how people live by leveraging technology to connect them with endless possibilities.

Skills

python
machine learning
tensorflow
pytorch
scikit-learn
rest api
postgresql
mysql
mongodb
redis
aws
azure
google cloud
docker
kubernetes
kafka
ci/cd
version control