Job Description

Job Title: Machine Learning Engineer
Location: Beirut, Lebanon
Nature of work: Hybrid
Work Type: Full Time

 
Who we are

Oreyeon is a startup company providing AI solutions for airports focusing on safety and automation of operations. Oreyeon's goal is to re-imagine airport safety by implementing proactive features, eliminating human error, and reducing costs by using cutting-edge technologies.

We're looking for a fast learner with an innovative mind, a detail-oriented and ambitious individual to join our machine learning team who is aiming to grow their skill set and take on new challenges.
 
What you’ll bring

• Collaboration with team members
• Willingness to learn and grow
• Adaptability in a dynamic and fast-paced environment
• Fitting the inclusive and diverse work environment
• Recognizing and appreciating team effort
• Being mindful of inclusive language
• The ability to communicate your thoughts emphatically

Education: Bachelor’s in Computer and Communication Engineering (similar technical field of study or equivalent practical experience)

Experience: 1-2 years of experience 

Requirements 

• Work on researching, developing, evaluating and optimizing various computer vision and deep learning models
• Develop image processing and video analysis algorithms 
• Implement and maintain custom computer vision pipelines for production
• Develop tools and processes to monitor and analyze model performance and data accuracy
• Collaborate with data engineers to optimize data and model pipelines

Key Qualifications

• Excellent coding and debugging skills in Python and/or C++
• Solid foundation in computer vision; key areas of interest include image classification, object detection, tracking, and recognition, instance and semantic segmentation
• Ability to research, prototype and implement algorithms at a production level
• Experience in the full machine learning model cycle (setting the requirements, building datasets, organizing labeling pipelines, data processing and augmentation, training and evaluating models) 
• Previous work on data analysis projects
• Knowledge of database concepts along with SQL and mySQL Experience
• Worked with Deep Learning and Computer Vision libraries (Tensorflow, Pytorch, Keras, OpenCV, etc.)
• Knowledge of code version tools (Git) 
• Familiarity with project management tools (JIRA, ClickUp, etc.)

Preferred Qualifications

• AWS experience is a big plus skill (RDS, S3, SageMaker)
• Knowledge of DevOps tools (Docker)
• Experience with generative models
• Deployed machine learning models to production

Our Blueprint 
We are at the intersection of deep tech (artificial intelligence) and aviation. This is where we are heading as Oreyeon, this is our north star and this will be the vision of the company in the future. Our main mission is to introduce deep tech solutions in the area of airport safety.

Our Values

Integrity →
At Oreyeon, we believe that having integrity helps foster an open positive work environment and an ethical approach to decision making. As the old saying would define integrity, it is doing the right thing through your words, actions and beliefs when no one is watching. 

Integrity in the workplace comes in many forms, but above all refers to having upstanding character traits and work ethics of which include sound judgment, honesty, dependability, and loyalty. 

At Oreyeon, we promote integrity by encouraging open and honest communication, respecting others' opinions even if we do not agree with them, and most importantly, we lead by example.

Inspiring People→ 

In our technology-driven society, continuous learning is no longer optional. ​​Work is always being reshaped by technological progress and is constantly evolving. For this reason, we always aspire to move forward incredibly quickly by encouraging a culture of knowledge sharing sessions, creating a passion for excellence, and constantly pursuing growth and learning. 

We provide our team members with the necessary tools and resources to constantly learn as this will give everyone ownership over their own knowledge acquisition. As a result, everyone will be more willing to grow and develop.
Learning is a journey, and we couldn't be happier to share our ideology with our people!

Empathy →

At Oreyeon, empathy is one of our core values that is constantly helping us learn how to regulate our own emotions when dealing with one another. Empathy is the ability to emotionally understand what other people feel, see things from their point of view, and imagine oneself in their place. 

Empathy has allowed team members at Oreyeon to build social connections with other team members on a personal and a professional level. It also promoted helping behaviors and the ability to understand what people are thinking and feeling. Empathetic leaders at Oreyeon always aspire to flourish a workspace of empathy in order to understand the needs of others so that they are aware of our team members’ feelings and thoughts.

Inclusivity → 

At Oreyeon, we practice inclusivity by providing everyone with equal access to opportunities regardless of their gender, gender expression and identity, race, physical or mental abilities, sexual orientation, religion, ethnicity, age or color.

Inclusion efforts empower us to give a platform to marginalized groups of which include but are not limited to gender racism, race, ethnic minority backgrounds and people with physical or mental abilities.

Our People & Culture department focuses on diversity, equity and Inclusive actions (DEI) that allows us to create spaces within our offices that highlights and embraces our diversity. For example, we will provide a private space for people to practice their religion and pray in privacy alongside a private space for new mothers to breastfeed in private. We make sure everybody’s voice and opinions are heard so that we flourish an inclusive work space where everyone feels respected to help foster a culture of belonging.

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