At Mendel, we harness AI to revolutionize healthcare. Our ambition is to ensure every patient's journey informs healthcare decisions, optimizing treatment plans and promoting drug discoveries. Through comprehensive analysis of patient health records, we aspire to deliver timely and precise care. If you share our zeal for healthcare advancement through technology, let's reshape the future together.
Summary
At Mendel, we harness AI to revolutionize healthcare. We aim to ensure every patient's journey informs healthcare decisions, optimizes treatment plans, and promotes drug discoveries. We aspire to deliver timely and precise care through comprehensive analysis of patient health records. If you share our zeal for healthcare advancement through technology, let's reshape the future together.
We are seeking a Data Engineer to join the ML/AI Services delivery team at Mendel.ai in Egypt, Cairo. This is a key role in supporting the successful delivery and deployment of Mendel's AI solutions for our customers. The role would help build, orchestrate, deploy and monitor data pipelines that integrate our customer's structured and unstructured data sources with Mendel's clinical AI platform. They would help drive continuous improvements in Mendel's end to end data processing frameworks which will help accelerate time to value for our customers and improve our ability to manage and support active deployments at scale.
Additionally, this role will also provide support for internal efforts to drive ongoing improvements in Mendel's AI models, running end to end processes to acquire & prepare training datasets, train AI models, evaluate model performance and iterate with inputs from clinical abstraction team and the AI team.
Responsibilities:
- Collaborate on projects involving data acquisition, data processing and integrations.
- Work closely with Engineering teams to drive improvements in our Data Platform and ML Platform tooling, processes and capabilities to accelerate ongoing continuous improvement cycles.
- Assess current performance and areas of improvements against various customer and third party datasets.
- Work closely with the clinical data operations team in Egypt for human annotation and preparation of data for training the models.
- Fulfill ad hoc data requests for clinical AI operations and product development.
Qualifications:
- Required: Bachelor degree of Computer Science or Engineering.
- 2+ years of experience in data engineering/software engineering in data related projects
- Collaborating with large cross-functional teams
- Ability to communicate effectively with technical and non-technical audiences, both verbally and in writing.
- Capability of identifying and solving complex problems using a structured and logical approach.
Technical Skills
- Programming languages: Python/Java/Scala & Unix Shell scripting
- Workflow Orchestration: Airflow/Prefect/Luigi/Dagster
- Data Warehouse Technologies: Databricks/Amazon/Snowflake
- Cloud Computing Platforms: AWS/Azure/GCP
- Structured & Unstructured Databases: SQL, MongoDB, etc.
- Big Data & Distributed Technologies: Hadoop, Apache Beam, Spark, and Hive
Container & Container Orchestration: Docker/Podman, Kubernetes
Preferred Qualifications:
- Master’s Degree in data science/engineering.
- Infrastructure as Code: Terraform/Ansible
- Deep Learning Frameworks: TensorFlow/PyTorch
- Large Language Models: Llama/GPT
- Graph Databases: Neo4j/Tiger/Dgraph/Memgraph
- Machine Learning Workflows: MLFlow/Kubeflow
Why should you join our team:
At Mendel, we believe in the transformative potential of technology. We offer a dynamic and rewarding work environment, competitive compensation, and comprehensive benefits. If you share our passion for innovation and making a difference in healthcare, Mendel could be the place for you. Join us as we work to improve the future of healthcare.
Mendel is a very collaborative environment. You will be taking ownership of your work and collaborate directly with different teams to see it going into production and used by customers. At the same time, you will be mentored by world class AI scientists, software engineers, and clinical and business leaders. Hear from our team here.
Top Skills
What We Do
At Mendel.ai, our mission is to use our novel AI aided by clinical experts to streamline global oncology research by organizing real world data and automating clinical trials. We build software to solve problems at each stage of the clinical trial process, from feasibility to post-trial pharmacovigilance.
We strive for excellency, to be authentic and original, and to make a difference by greeting our challenges head on.
Please visit our website, mendel.ai, to learn more about our company, goals, and values.
Website
Why Work With Us
Mendel.ai stands out for its pioneering work in AI-driven healthcare, transforming patient care through precision medicine. Our team collaborates at the intersection of cutting-edge technology and healthcare impact, offering an exceptional opportunity to make a real difference in people's lives. Join us to where innovation meets purpose.
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