Machine Learning Engineer
About mDoc
mDoc is a digital health social enterprise which leverages behavioral science, technology and quality improvement methodologies to provide virtual self-care health coaching to people living with or at risk for chronic health needs. Our goal is to augment the knowledge and capability of health consumers, caregivers and providers to ensure longer, happier, healthier lives across the globe. mDoc aims to further build capability and to support physicians to provide education and tools to patients to improve self-management. Our ethos is etched in the belief that augmenting the healthcare & technology landscape is paramount to helping us unlock our true potential.
The Position
We are seeking a motivated Machine Learning Engineer to support our team's daily operations and gain hands-on experience with production ML systems. This role offers excellent exposure to real-world AI applications and industry best practices.
Location
Remote (mDoc is headquartered in Lagos, Nigeria - www.mymdoc.com)
Detailed Job Description
Position Title: Machine Learning Engineer
Key Responsibilities:
Prompt Engineering & Optimization
- Modify and optimize prompts for large language models
- Test prompt variations and document performance improvements
- Maintain prompt libraries and version control
- Test prompt performance and effectiveness
Research & Analysis
- Stay current with latest developments in LLMs and AI research
- Prepare visual reports and summaries for meetings
- Create presentations about ML work and project outcomes when needed
- Create technical documentation and research reports
System Monitoring & Maintenance
- Monitor system logs and performance metrics
- Set up and maintain logging systems
- Generate regular performance reports
- Identify and escalate system anomalies or issues
General Support
- Assist with data preparation and preprocessing tasks
- Support model evaluation and testing activities
- Participate in team meetings and knowledge sharing sessions
Required Qualifications:
Technical Skills:
- Working towards a BSc in Computer Science, Data Science, Machine Learning, or related field
- Strong programming skills in Python
- Familiarity with machine learning concepts and frameworks
- Strong understanding of (LLMs) Large Language Models (GPT, Claude, etc.)
- Experience with prompt engineering techniques
- Knowledge of logging systems and monitoring tools
- Skilled in Google Workspace applications (Docs, Sheets, Slides) for documentation and collaboration
Research Capabilities:
- Strong analytical and research skills
- Ability to read and summarize technical papers
- Experience with literature reviews and research methodologies
- Familiarity with ML research platforms (ArXiv, Papers with Code, etc.)
Soft Skills:
- Excellent written and verbal communication
- Detail-oriented with strong organizational skills
- Ability to work independently and manage multiple tasks
- Collaborative team player
- Proactive problem-solving approach
Preferred Qualifications:
- Previous internship or project experience in GenAI/ML/AI
- Experience with cloud platforms (GCP)
- Familiarity with MLOps practices and tools
- Knowledge of version control systems (Git)
- Experience with data visualization tools
To apply
Share a cover letter and CV to recruiting@mymdoc.com. Only shortlisted candidates will be contacted. If a cover letter is not shared, your application will not be reviewed. Please expect to take some form of assessment.