Lead Machine Learning Engineer

1 month ago


القاهرة, Egypt mDoc Healthcare Full time

At mDoc, we are revolutionizing health care in low
- and middle-income communities by leveraging AI-driven virtual self-care health coaching, innovative solutions for health literacy, and tools for medication adherence and personalized support. Our mission is to provide holistic care and improve outcomes for individuals managing chronic health conditions and regular health needs. Join our team to be a part of this transformative journey.

**Role Overview**

**Key Responsibilities**
- **Model Development & Deployment**:

- Design, develop, and deploy machine learning models to improve health coaching, personalization, and predictive analytics.
- Implement models for patient risk stratification, medication adherence, adverse event prediction, and health literacy assessments.
- **Data Management & Preprocessing**:

- Collect, clean, and preprocess large datasets from diverse sources, including health metrics, chatbot interactions, and user data.
- Design scalable data pipelines for real-time and batch processing.
- **Collaboration with Cross-Functional Teams**:

- Work closely with clinical, operational, and technical teams to understand business goals and translate them into data-driven solutions.
- Collaborate with product managers and software engineers to integrate machine learning solutions into mDoc’s platform seamlessly.
- **Model Evaluation & Optimization**:

- Evaluate model performance using appropriate metrics and refine models for better accuracy, scalability, and efficiency.
- Conduct A/B testing to measure the impact of machine learning solutions on user engagement and health outcomes.
- **Innovation & Research**:

- Stay updated on the latest advancements in machine learning, AI, and health tech, and propose innovative approaches for implementation.
- Experiment with generative AI, natural language processing (NLP), and reinforcement learning to enhance platform capabilities.
- **System Maintenance & Monitoring**:

- Monitor deployed models and systems for accuracy, performance, and reliability.
- Troubleshoot and resolve issues as they arise.

**Required Skills & Qualifications**
- Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.
- Proven experience in developing and deploying machine learning models in production environments.
- Strong programming skills in Python and familiarity with frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Proficiency in working with SQL and NoSQL databases (e.g., MongoDB).
- Experience with data visualization tools such as Power BI, Tableau, or Matplotlib.
- Familiarity with cloud platforms such as AWS, GCP, or Azure for machine learning workflows.
- Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.

**Preferred Skills**
- Experience in the healthcare domain or with digital health platforms.
- Hands-on experience with NLP techniques and tools like SpaCy, Hugging Face, or OpenAI APIs.
- Knowledge of DevOps practices, containerization (Docker), and CI/CD pipelines.
- Strong understanding of data privacy, security, and compliance standards in healthcare (e.g., HIPAA).

**Why Join mDoc?**
- Be part of a mission-driven team transforming healthcare in underserved communities.
- Opportunity to work on cutting-edge AI solutions in a rapidly growing health tech space.
- Competitive compensation and opportunities for professional growth.
- Flexible working environment with a focus on innovation and impact.

Pay: E£25,000.00 - E£50,000.00 per month

Application Question(s):

- Can you describe an ML model you developed and deployed in production? What were the challenges, and how did you address them?
- Can you share an experience where feature engineering significantly improved your model’s performance?
- Which ML frameworks and libraries do you use most frequently? Can you provide examples of how you’ve used TensorFlow, PyTorch, or similar tools?

**Education**:

- Bachelor's (required)

Application Deadline: 27/11/2024


  • Machine Learning Lead

    4 months ago


    القاهرة, Egypt Advansys Full time

    Lead the design and development of machine learning systems and deep learning models. - Design and implement machine learning models using AWS services like SageMaker, Lambda, and EC2. - Drive the team's adoption of AWS best practices for machine learning and AI. - Run machine learning tests and experiments to ensure the robustness and reliability of...


  • القاهرة, Egypt DeepSource Technologies Full time

    **Key Responsibilities**: - Design, implement, and maintain machine learning models and systems to solve complex business problems. - Collaborate with cross-functional teams to gather requirements and translate them into machine learning solutions. - Preprocess and analyze large datasets to extract meaningful features and insights for model training. -...


  • القاهرة, Egypt Evolvice GmbH Full time

    30 Mai**Senior Machine Learning Engineer**: Senior Machine Learning Engineer - Location: Cairo, Egypt, Egypt | - Employment Type: Full Time | - Job ID: 33736 **Senior Machine Learning Engineer**: Evolvice is a German nearshore service provider with branches in Egypt, Ukraine, Portugal and KSA. Founded in 2012, Evolvice has a strong technical background and...


  • القاهرة, Egypt Velents Full time

    Lead the development and fine-tuning of advanced transcription models, with a keen focus on optimizing prompt design to improve model accuracy and efficiency. - Take charge of integrating, maintaining, and continually enhancing open-source LLMs, with particular attention to prompt engineering and response optimization. - Work closely with cross-functional...


  • القاهرة, Egypt Odlica Full time

    We are seeking a talented and motivated Mid-Level Machine Learning Engineer to join our team at Odlica. In this role, you will play a crucial part in developing and deploying, and maintaining our AI solutions. You'll work closely with our machine learning team to design and build scalable ML systems that address our clients' needs. Key Responsibilities: -...


  • القاهرة, Egypt Si-Ware Systems Full time

    Additionally, experience integrating machine learning models with existing software suites is highly preferred. **Key Responsibilities**: - ** Data Wrangling and Interpretation**: - Collect, preprocess, and clean spectral data from various sources. - Interpret complex datasets to extract meaningful insights and patterns. - ** Data Visualization and...


  • القاهرة, Egypt ASWAT Full time

    Job Title**: Senior Machine Learning Engineer**: - Location**:Cairo, Egypt** **About Us**: **ZIWO** is an Omni-channel Cloud Contact Center Software (**CCAAS**) provider, offering straightforward solutions for companies to communicate with their clients via Phone, WhatsApp, SMS, and more. We connect 145 countries globally, including the **GCC**, enabling...


  • القاهرة, Egypt Rize Full time

    This is a **100% remote** job from **anywhere in the wo**rld** **Rize**is a groundbreaking rent-now-pay-later platform reshaping the rental landscape in Saudi Arabia. We're dedicated to making rentals more accessible and affordable, enabling tenants to manage their finances with ease and landlords to secure their income effortlessly. We're on a mission to...


  • القاهرة, Egypt Unifonic Full time

    Proudly voted a Great Place to Work®, we are a dynamic startup in the SaaS space that is revolutionizing the way businesses communicate. Our team is made up of 500 energetic and passionate Unifones who are dedicated to delivering the best possible experience to 5000+ customer-centric companies. We pride ourselves on our fun and collaborative work...


  • القاهرة, Egypt Vodafone Full time

    **Role purpose**: The senior ML Engineer is a core member of the agile teams facilitating trained ML models to design and deliver E2E solutions as a final product that fulfill the COE automation target. The senior machine Learning Engineer job is to mainly develop and design machine learning pipeline / integrations using different machine learning platforms...


  • القاهرة, Egypt Unifonic Full time

    Proudly voted a Great Place to Work®, we are a dynamic startup in the SaaS space that is revolutionizing the way businesses communicate. Our team is made up of 500 energetic and passionate Unifones who are dedicated to delivering the best possible experience to 5000+ customer-centric companies. We pride ourselves on our fun and collaborative work...


  • القاهرة, Egypt Procore Full time

    What if you could use your technology skills to develop a product that impacts the way communities’ hospitals, homes, sports stadiums, and schools are built across the world? Construction impacts the lives of nearly everyone in the world, and yet it’s also one of the world’s least digitized industries, not to mention one of the most dangerous. That’s...


  • القاهرة, Egypt ServiceNow Full time

    **Company Description** It all started in sunny San Diego, California in 2004 when a visionary engineer, Fred Luddy, saw the potential to transform how we work. Fast forward to today — ServiceNow stands as a global market leader, bringing innovative AI-enhanced technology to over 8,100 customers, including 85% of the Fortune 500®. Our intelligent...


  • القاهرة, Egypt Instabug Full time

    Key Responsibilities: - Be the domain expert for machine learning algorithms, particularly in areas related to AI features for mobile performance monitoring - Experiment with various models to assess their suitability for production use cases - Prune and fine-tune machine learning models to optimize performance, speed, and resource usage - Design and...

  • Technical Lead- Data

    2 months ago


    القاهرة, Egypt Coca‑Cola HBC Austria GmbH Full time

    Egypt (Cairo)- Information Technology- Hybrid- Experienced Professionals- Department: DTPS- Location: EgyptAs a Technical Lead within DTPS (Digital & Technology Platforms Services), you will be responsible for overseeing code quality and solving complex technical problems, thereby ensuring that the software developed meets both functional and non-functional...

  • Data Engineering

    2 weeks ago


    القاهرة, Egypt MENA Alliances Full time

    A leading multinational tech consulting firm in Egypt is seeking an **Egyptian** **Data Engineering Lead** to drive the design, development, and implementation of advanced data solutions. This role offers the chance to work on cutting-edge projects, lead a dynamic team, and make a significant impact. **Key Responsibilities**: - Solve complex data...


  • القاهرة, Egypt Ethics HR Full time

    Identify and solve complex problems using a structured and logical approach. - Stay up to date on the latest data engineering technologies and trends. - Work with other engineering teams to integrate data engineering solutions with other systems. - Maintain and optimize data systems to ensure high availability and performance. - Design and implement data...

  • Lab Engineer

    6 days ago


    القاهرة, Egypt German International University Full time

    Vacancy for: Faculty of Engineering - Mechanical Engineering Department Scope & Purpose: Under direct supervision of the Head of the Mechanical Engineering department and general supervision of the engineering faculty, the Lab Engineer provides supplemental support to small groups of students enrolled in the related undergraduate tutorials and labs....

  • Ai Engineer

    7 hours ago


    القاهرة, Egypt AMK Full time

    **Job Overview**: AMK IT and Software Development is seeking a talented and innovative **AI Engineer** to join our team onsite in Cairo. As an AI Engineer, you will design, develop, and deploy cutting-edge artificial intelligence solutions to enhance our software products and services. You will collaborate closely with cross-functional teams to build...

  • Ai Engineer

    7 hours ago


    القاهرة, Egypt AMK Full time

    **Job Overview**: AMK IT and Software Development is seeking a talented and innovative **AI Engineer** to join our team onsite in Cairo. As an AI Engineer, you will design, develop, and deploy cutting-edge artificial intelligence solutions to enhance our software products and services. You will collaborate closely with cross-functional teams to build...