Senior AI/ ML Software Engineer with AI-powered flight assistant for pilots

About this role

Senior AI/ ML Software Engineer with aviation safety software

Location
- Romania, Poland, European Union

Area
- AI/ML

Tech Stack
- Python, XGBoost, PyTorch

About the Client

It's an early-stage aviation technology startup developing an AI-powered flight assistant for pilots.

Project details

The company builds a real-time pilot support platform that combines onboard telemetry, machine learning, and predictive flight analysis to improve flight safety and reduce pilot workload during flight.

Your Team

You will be joining the ground floor of an exciting startup, helping us build the team from scratch. We're assembling a compact, high-impact group of 5–6 talented professionals who will shape the foundation of everything we do.

What's in it for you

• Interview process that respects people and their time
• Professional and open IT community
• Internal meet-ups and resources for knowledge sharing
• Time for recovery and relaxation
• Bright online and offline events
• Opportunity to become part of our internal volunteer community

Responsibilities

• Design, build, and deploy machine learning models for predictive analytics and anomaly detection.
• Develop and optimize models using Python, including XGBoost and deep learning approaches (e.g., LSTM, PyTorch).
• Process, clean, and analyze large datasets to extract meaningful insights.
• Implement end-to-end ML pipelines (data ingestion, training, evaluation, deployment).
• Convert and optimize models for on-device usage using MLX and CoreML.
• Monitor model performance, retrain models, and improve accuracy over time.

Skills

• Strong proficiency in Python and ML libraries/frameworks (PyTorch, XGBoost).
• Experience with time-series modeling (LSTM) and anomaly detection techniques.
• Solid understanding of predictive modeling, statistics, and evaluation metrics.
• Experience deploying models to production, including mobile environments (CoreML/MLX).
• Knowledge of data preproc...