---
title: "Hire Machine Learning Engineers | Senior ML Developers | Agility"
url: https://agilitytech.ai/hire-machine-learning-engineers
description: "Hire senior machine learning engineers to build forecasting, classification, recommendation and risk models that hold up in production on your data."
publisher: Agility (agilitytech.ai)
---

Hire · Machine Learning Engineers

# Hire Machine Learning Engineers

Getting a model to work in a notebook is the easy half. Our machine learning engineers build forecasting, classification, recommendation and risk models that keep working on next month's data, with the pipelines and monitoring to prove it.

- Senior, pre-vetted engineers only
- You interview and choose before anyone starts
- Working-hours overlap with India, the UK and the USA

48-hour turnaround · free · no obligation

### Talk to us about hiring machine learning engineers

Tell us what you want to build. A senior engineer sends back a scope and a fixed price within two business days, no obligation.

The role

## What our machine learning engineers do

### What our machine learning engineers build

- Demand forecasting and inventory models
- Classification and document tagging models
- Recommendation and ranking systems
- Fraud, risk and anomaly detection
- Monitoring for data drift and model decay

### When to hire a machine learning engineer

- You have historical data and a clear prediction to make
- A model works in a notebook but not in production
- Model accuracy has drifted since launch
- You need ML skills for a defined project without a long hiring cycle

Skills

## Skills and stack

- Python
- scikit-learn
- XGBoost and LightGBM
- PyTorch
- TensorFlow
- Spark
- SQL
- MLflow

Process

## How hiring works

- 01 ### Share your needs Tell us the stack, the problem and how you want to work. We confirm fit on a short call.
- 02 ### Interview the shortlist We send profiles of pre-vetted senior engineers who match your stack and domain. You interview and choose.
- 03 ### Onboard and ship Your engineers onboard and start delivering without a long recruiting cycle, with working software at the end of each sprint.

Engagement models

## Three ways to work with us

### Staff augmentation

Add one or two senior engineers to your existing team to close a specific skill gap. Your leads, our specialists.

### Dedicated team

A small senior team working only on your roadmap, with a lead who owns delivery.

### Defined project

A scoped build such as a RAG system, a model or a pipeline, delivered to an agreed outcome.

Related work

## See similar systems in production

[Manufacturing demand forecasting case study](https://agilitytech.ai/case-studies/manufacturing-ai)[Retail analytics case study](https://agilitytech.ai/case-studies/retail-analytics)[Sports prediction case study](https://agilitytech.ai/case-studies/sports-prediction)

Next step

Comparing options? Read [what it costs to hire AI developers](https://agilitytech.ai/hire-ai-developers-cost) or [contact us](https://agilitytech.ai/contact) to discuss your project.

FAQ

## Hiring machine learning engineers: FAQs

[Ask us something else](https://agilitytech.ai/contact)

**What does a machine learning engineer do?+**

A machine learning engineer turns data into models that make predictions, then builds the pipelines to train, deploy and monitor them in production. Compared with a data scientist, the focus is on reliability, performance and integration with live systems.

**Do I need a lot of data to start?+**

Not always. Many forecasting and classification problems work with the data you already have. A short scoping step tells you whether your data is enough and what accuracy to expect.

**Can your ML engineers work inside our team?+**

Yes. You can add one or two senior engineers to your existing team, take a dedicated team, or hand us a defined project.

**How do you keep models accurate after launch?+**

We monitor input data and prediction quality, alert on drift, and set up retraining pipelines so accuracy does not silently decline.

**Which time zones do you cover?+**

Our senior engineers are headquartered in Ahmedabad and work with clients across India, the UK and the USA with working-hours overlap.

Keep reading

## Related pricing and decision guides

[Hire AI developers (all roles)](https://agilitytech.ai/hire-ai-developers)[Hire LLM developers](https://agilitytech.ai/hire-llm-developers)[Hire RAG developers](https://agilitytech.ai/hire-rag-developers)[Hire LangChain developers](https://agilitytech.ai/hire-langchain-developers)[Hire AI agent developers](https://agilitytech.ai/hire-ai-agent-developers)[Hire MLOps engineers](https://agilitytech.ai/hire-mlops-engineers)

## Get your exact number with a free 48-hour audit

Indicative ranges only get you so far. Tell us the specifics and get a scope and a fixed price in two business days.

Get my fixed estimate