Operations Research & Optimization Engineer, Manila

Last update 2023-12-07
Expires 2024-01-07
ID #1921808289
Operations Research & Optimization Engineer, Manila
Philippines, Metro Manila, Manila,
Modified November 13, 2023


Job Description The Role: Operations Research & Optimization Engineer What You’ll do Work with our clients and partners in building, evaluating and operationalizing optimization models in production settings. These models will be used as part of planning and real-time solutions for logistics, marketing and operations optimization in different industries such as retail, aviation, banking, telecommunications and healthcare.  You’ll also work with our asset and product development teams to develop and tune models that could be for certain customers, and to help operationalize the models in production settings. Finally, we are looking for creative thinkers to help us innovate as we design and implement new and relevant features for our customers and in our products. One of the key focus areas is how we can enhance the value of optimization with the help of data and predictive analytics, and more importantly, how we can offer real-time optimization capabilities that can take advantage of streaming data. Part of your job responsibilities include taking leadership in developing algorithms, heuristics and software architectures on how we can marry the worlds of optimization, Big Data, AI and machine learning.  Requirements Basic Qualifications Advanced Degree in Operations Research, Industrial Engineering, Statistics, Mathematics, Economics, Computer Science, or similar technical field from a top university Experience designing and implementing optimization models for discrete optimization problems (e.g., vehicle routing, graph theory, multi-commodity flows, real-time scheduling) and experience with leveraging such models to provide guidance for strategic and tactical business decision making. Good understanding of Linear and Mixed Integer Programming (MIP) numerical programming techniques to leverage commercial or open source algorithms and adapt them as required. A working knowledge of smooth and non-smooth optimization methods accompanied by associated expertise in the use of tools and technology (e.g. CPLEX, R, Gurobi, XPRESS, Google OR-tools, COIN-OR, Optaplanner, Anaplan). Hands on experience in at least one language, preferably Python and/or Java Understanding of basic software engineering design and development principles Good presentation and communication skills, and ability to interact with customers Preferred Qualifications Experience with SQL and NoSQL databases Experience working in cloud environments (like AWS) Knowledge of statistical and machine learning packages, especially in Python, and experience using notebooks Experience in retail, logistics, aviation, telecommunications, or banking domains Benefits We provide a competitive salary and benefits package, a vibrant work environment, and numerous opportunities for professional growth. Youll have the opportunity to work with a team of industry experts on exciting projects that transform businesses and create significant value. Join us to revolutionize the way companies leverage technology for digital transformation. OnebyZero is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. Requirements Bachelor's degree in Computer Science, Data Science, Mathematics, Statistics, or a related field. Good software engineering experience with Python Experience in deep learning frameworks (Tensorflow or PyTorch) Experience with NLP models, frameworks, and libraries (Hugging Face, spaCy Haystack, etc) Experience with building applications with LLMs including techniques such as prompt engineering, chaining, agents, function calls. Experience fine-tuning and deploying LLMs is a major plus Experience with document databases like Elastic Search or Vespa is a plus Proficiency in SQL and Excel is a pl us Strong problem-solving and analytical skills Excellent communication and presentation skills Minimum 3 years of related job experience

Job details:

Job type: Full time
Contract type: Permanent
Salary type: Monthly
Occupation: Operations research & optimization engineer

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