Lebanon

Lebanon Job Opening

Location

Beirut, Lebanon

Job Description

At DGJ & Partners we are actively looking for passionate, talented, qualified professionals with expertise in Quantity Surveying, Engineering, Planning, Architecture & Project Management. If you are interested in joining our international team, please apply below.

Requirements

LEB-Senior Quantity Surveyor (Architecture)

Location

Brummana, Lebanon

Job Description

Lead the team successfully through difficulties and challenges to meet business objectives.
Establish, create, and enforce a climate and culture necessary for the creation of high performing teams.
Understand the rules of measurement, the various standard methods of measurement (POMI, SMM7, NRM 2, etc…)
Amend the method of measurement document to suit project requirements.
Review tender documents (drawings, schedules, specs, etc…)
Prepare Bill of Quantities and Preambles based on the selected measurement method.
Gather pricing data/ quotation for each BOQ item.
Measure building works items.
Prepare contract preliminaries and pre-tender estimates.
Demonstrate knowledge of principles of scheduling and project control.
Demonstrate knowledge for different planning techniques (i.e. GANT, Network diagram, CPM method…)
Analyse the identified risks and make appropriate and effective decisions to minimize any impact on the project.
Follow-up on the proper documentation and log sheet for emails and submittals.
Identify incomplete drawings and poorly defined scope.
Advise on the most appropriate contractual procedure at the various stages of a contract.
Advise on general contractual provisions such as letters of intent, insurances, retention, bonds, liquidated damages, early possession, practical completion and other common contractual mechanisms.
Evaluate the appropriateness and implications of proposed contractual amendments.
Demonstrate knowledge of the stages of design from inception to completion.
Report on the impact of different design solutions and construction processes on cost and programme.
Analyse the accuracy of predicted cost using benchmarking techniques.
Prepare cost estimate reports
Monitor compliance with the scope of services.
Make operational decisions to meet the project completion date.

Requirements

Degree in quantity Surveying or Architecture with RICS.
Computer literate.
Good analytical and interpersonal skills.
A minimum of 15 years of experience in a similar environment

Machine Learning Engineer

Location

Brummana, Lebanon

Job Description

Programming Languages: Python (proficient)
Machine Learning Algorithms: Supervised learning (e.g., regression, decision trees), unsupervised learning (e.g., clustering, PCA), reinforcement learning, ensemble methods (e.g., Random Forest, XGBoost)

Deep Learning: Familiar with frameworks such as TensorFlow, Keras, or PyTorch

Data Processing: Expertise in data wrangling, preprocessing, and feature engineering using libraries like Pandas, NumPy

Model Evaluation and Optimization: Experience with metrics for evaluating models (e.g., precision, recall, F1-score), hyperparameter tuning (e.g., GridSearchCV, RandomSearch)

Deployment: Familiarity with deploying ML models

Version Control: Proficient with Git and collaborative tools

Data Visualization: Strong command of Matplotlib, Seaborn, Plotly for insights presentation

Requirements

Developed and deployed predictive models to support business intelligence and operational efficiency.

Designed and trained models for tasks such as classification, regression, and clustering using Python and its ML libraries.

Implemented data preprocessing pipelines, from data cleaning to feature extraction and selection, ensuring optimal model performance.

Collaborated with data engineers and software developers to integrate machine learning solutions into production systems.

Worked on real-world datasets to build and fine-tune machine learning models.

Used Python libraries (Scikit-learn, Pandas, TensorFlow) to create robust ML pipelines.

Contributed to the automation of the model validation process to enhance predictive capabilities.

Bachelor's/Master’s Degree in Computer Science, Data Science, or related field.

Lebanon

Lebanon Job Opening

LEB-Senior Quantity Surveyor (Architecture)

Machine Learning Engineer

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