Contact VOCSO, share your data, problem, and goals, interview the shortlisted machine learning engineers, and onboard the ones that fit best. Many projects begin with a scoping session or proof of concept and can start within days.
A machine learning engineer turns a problem and data into a working model — engineering features, selecting and training algorithms, tuning for accuracy and speed, and integrating the model into your application so it runs reliably in production.
A data scientist focuses on analysis, experimentation, and insight, while a machine learning engineer focuses on building robust, efficient, production-ready models and the code around them. The roles work closely together, and we can provide either or both.
A machine learning engineer builds and optimizes the model itself, while an MLOps engineer focuses on deploying, monitoring, and maintaining models in production with pipelines and infrastructure. Together they take a model from idea to reliable production system.
Cost depends on the engineer's experience, the hours required, and your engagement model. Dedicated resources often start around $1600/month — contact us for an accurate quote based on your project and data.
They work with Python, TensorFlow, PyTorch, scikit-learn, and Keras, along with pandas and NumPy for data, and cloud ML services on AWS, Azure, and GCP — choosing the right tools for your accuracy, latency, and scale requirements.
Yes. That's our core work. We build and train custom models tailored to your data and objectives — from classification and regression to recommendation, computer vision, and NLP — and validate them rigorously before they go live.
Absolutely. Our engineers integrate trained models into your web app, mobile app, or backend through clean APIs, and can work with your MLOps team (or ours) to deploy, scale, and monitor them reliably.
VOCSO offers a 15-day replacement guarantee. If a machine learning engineer isn't the right fit, request a replacement within 15 days and we will assign a better-matched engineer.
Both. You can hire an individual machine learning engineer or a full dedicated team — including ML engineers, a data scientist, and MLOps support — depending on the scope of your project.
Yes, VOCSO offers a free consultation to understand your problem and data, assess feasibility, and recommend the right models, approach, and engagement model for your machine learning project.































