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Staff Machine Learning Engineer

Staff Machine Learning Engineer

MoznRiyadh, Saudi Arabia
12 منذ أيام
الوصف الوظيفي

About the role We are seeking a talented hands-on Staff Machine Learning Engineer to lead one of ML Engineering teams at OSOS. The ideal candidate is a native Arabic speaker with a strong foundation in AI and machine learning, a record of building and deploying real-world AI systems. As a Staff Machine Learning Engineer, you will play a pivotal role in optimizing ML models for efficient training and inference, deploying deep learning models in specialized hardware for inference usage, monitoring the performance and latency of deployed models, responsible for inference and serving the pipelines, and maintaining ML infrastructure.

What you\'ll do

Leading a multidisciplinary team of ML engineers working on advanced Arabic language solutions and products

Designing, building, supporting, and scaling our cloud and / or our on-premise ML infrastructure

Deploying deep learning models in production environments and optimizing their performance for inference on either GPU or CPU

Maintaining our infrastructure (on-prem and cloud) and preparing it for training and inference purposes

Monitoring deployed ML models for their performance, latency, and throughput using automated tools for monitoring and reporting

Evaluating and improving data science processes, identifying opportunities for automation, efficiency, and scalability

Collaborating with other teams, including product managers, data scientists, software engineers, data annotators, and business stakeholders, to ensure successful deployments of ML models.

Guide the team in using best practices in ML engineering, software design, testing, versioning, and deployment for AI products

Staying up to date with the latest trends and advancements in ML engineering, ML models, and applying this knowledge to enhance the team’s capabilities

Exploring and learning new technologies that can complement or replace our current stack to improve it.

Ensure the team adopts modern ML tooling and infrastructure, including vector databases, orchestration tools, and scalable APIs

Qualifications

Bachelor\'s or master\'s degree in computer science or a related field

  • 8 years of experience in a similar role

Proficiency with MLOps tools, CI / CD pipelines for ML, and scalable backend architecture

Proficiency in Arabic language (Native Arabic speaker) is a must

Proficiency in one or more programming languages (e.g., Python, C, C++) with the ability to learn new languages

Experience with relational databases, including SQL queries, database definition, and schema design

Experience with deploying Deep learning frameworks (e.g. Tensorflow, Pytorch, Onnx) in production environments using inference frameworks (e.g. Nvidia Triton, TFXServing, TorchServe)

Uphold best practices and principles around clean code, version control, testing, continuous integration and continuous deployment

Effective communication skills to convey technical solutions to end-users

Experience with monitoring ML models and reporting tools (e.g. grafana, and / or promethues)

Experience with containerization technologies (e.g. Docker) is highly preferred

Experience with distributed computing systems is a plus

Experience with cloud platforms (e.g. AWS, GCP, OCI) is a plus

Knowledge of big data platforms like kafka, hadoop, and spark is a plus

Experience managing remote or distributed teams

You will be at the forefront of an exciting time for the Middle East, joining a high-growth rocket-ship in an exciting space

You will be given a lot of responsibility and trust. We believe that the best results come when the people responsible for a function are given the freedom to do what they think is best

The fundamentals will be taken care of : competitive compensation, top-tier health insurance, and an enabling culture so that you can focus on what you do best

You will enjoy a fun and dynamic workplace working alongside some of the greatest minds in AI

We believe strength lies in difference, embracing all for who they are and empowered to be the best version of themselves

#J-18808-Ljbffr

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Staff Engineer • Riyadh, Saudi Arabia

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