Specialist - Software Development Job Opportunity at Accelya Group
For over 40 years, Accelya has been a trusted partner in the airline industry, simplifying financial and commercial processes to empower the air transport community. By collaborating with IATA on industry-wide initiatives and driving digital transformation, Accelya helps airlines take better control of their future, moving them further and faster.
Key Responsibilities
- Develop, implement, and optimize machine learning models to address business challenges and enhance product features.
- Collaborate with data scientists, product teams, engineers, and stakeholders to understand requirements and translate them into ML solutions.
- Conduct data preprocessing, feature engineering, and data augmentation to ensure high-quality input for model training.
- Evaluate and validate models using appropriate metrics and techniques to ensure accuracy and reliability.
- Deploy and monitor machine learning models in production environments, ensuring they perform as expected.
- Continuously research and experiment with new algorithms, tools, and techniques to improve existing systems.
- Document processes, experiments, and results for future reference and knowledge sharing.
Qualifications
We are seeking a candidate with the following qualifications:
- Bachelor’s degree in Computer Science, Data Science, Statistics, Engineering, or a related field. A Master’s degree or Ph.D. is a plus.
- 3-5 years of hands-on experience as a Machine Learning Engineer or in a similar role.
- Proficiency in programming languages such as Python or Java.
- Strong experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, Scikit-Learn, or similar.
- Solid understanding of machine learning algorithms, statistical methods, and data structures.
- Good understanding of deep learning techniques and frameworks including NLP.
- Experience with data preprocessing, feature selection, and model evaluation techniques.
- Familiarity with big data technologies such as Hadoop, Spark, or similar is a plus.
- Excellent problem-solving skills and attention to detail.
- Strong communication skills, with the ability to explain complex concepts to non-technical stakeholders.
- Ability to work independently and collaboratively in a fast-paced environment.
Preferred Qualifications
- Experience in the Airline Domain.
- Experience with cloud platforms such as AWS, Google Cloud, or Azure.
- Familiarity with DevOps practices and tools for ML model deployment and monitoring.
What does the future of the air transport industry look like to you? Whether you’re an industry veteran or bringing experience from other sectors, we want to help turn your ambitions into reality.
Company: Accelya Group
Job Title: Specialist - Software Development