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Software Development
Machine Learning Developer / Engineer
@ISTA Personnel Solutions
[Hiring] Machine Learning Developer / Engineer @ISTA Personnel Solutions
Mar 31, 2025 - ISTA Personnel Solutions is hiring a remote Machine Learning Developer / Engineer. 💸 Salary: unspecified. 📍Location: South Africa.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
This role involves developing and implementing machine learning models to solve complex business problems from the ground up.
- Use algorithms such as Random Forest, Gradient Boosting, and AutoML to enhance model performance.
- Ensure models are scalable and maintainable.
- Perform detailed data analysis to extract meaningful insights.
- Conduct feature engineering to improve model accuracy.
- Validate and clean data to ensure high-quality datasets for model training.
- Communicate findings and recommendations to stakeholders in a clear and concise manner.
- Collaborate with team members to integrate models into existing systems and workflows.
- Create dashboards and visualizations using Python libraries such as Dash, Streamlit, Panel, and Bokeh.
- Present data-driven insights through interactive and user-friendly dashboards.
- Provide regular reports on model performance and business impact.
- Apply machine learning techniques to healthcare-specific problems.
Qualifications
- Strong problem-solving and coding skills, more than just a programmer.
- 1-2 years of relevant experience.
- Python skills for data analysis and building dashboards with libraries like Dash, Streamlit, Panel, Bokeh.
- Actuarial experience would be an advantage.
- Background as an engineer or data scientist, ideally with healthcare experience.
- Able to discuss specific models built, methodologies used, and feature engineering approaches.
Requirements
- Experience building machine learning models.
- Ideally have experience with Random Forest, Gradient Boosting, AutoML.
- Performing well on Kaggle machine learning competitions (advantageous).
- A fixed fibre line with a minimum speed of 25 Mbps (upload & download) and the ability to support a wired Ethernet connection is mandatory.
- A reliable power backup solution is required to manage load shedding and power outages.
Company Description
ISTA Solutions is home to rockstar professionals who aim to be engaged in defining and building an employee centric culture, focused on long term success, work-life balance, and life-long learnings.
- From the industries we support, to the functions we perform, ISTA has structured ourselves differently from other outsourcing companies.
- Effectively setting ourselves apart from the rest of the pack.
- If you are looking for something new and something different, where you are engaged not only in your own success but in defining and building the culture you want to belong in, you've come to the right place.
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| 📍 | Be aware of the location restriction for this remote position: South Africa |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Software Development
Software Development
|
Salary
💸
unspecified
|
Remote
Location
South Africa
|
|
Job Type
full-time
|
Posted
Mar 31, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: South Africa |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
