Senior Machine Learning Engineer

Found in: Talent AE C2 - 1 week ago


Abu Dhabi, United Arab Emirates Insilico Medicine Full time

Company Description

Insilico Medicine is a clinical stage biotech company powered by generative AI, with a focus on discovering and developing innovative drugs for various diseases. The company has developed AI platforms that utilize deep generative models, reinforcement learning, transformers, and other modern machine learning techniques for novel target discovery and the generation of novel molecular structures with desired properties. Insilico Medicine is utilizing AI to transform the drug discovery and development process.

Role Description

This is a full-time on-site role for a Senior Machine Learning Engineer at Insilico Medicine in Abu Dhabi. As a Machine Learning Engineer in the inClinico team at Insilico Medicine AI, you will create and lead ML projects, bringing together a diverse group of scientists and engineers to tackle ambitious modeling problems using deep learning and clinical data.Â

Your main responsibility will be to develop models and algorithms that will drive our platform, revolutionizing how biotech companies advance new drugs and cure diseases throughout all stages of clinical trials. This includes,

  • Identify and create best practices and techniques for machine learning
  • Define the data requirements for training and fine-tuning models
  • Analyze and optimize experimental results to guide future research directions
  • Implement and scale machine learning training and inference frameworks
  • Collaborate with scientists and domain experts, sharing your deep domain knowledge with the team
  • Support the platform to incorporate the latest advancements in machine learning and address customer needs

Requirements

  • A proven track record of publications, or contributions to machine learning codebases
  • Experience working with real-world datasets and integrating with data engineers to capture and process large amounts of multi-modal data
  • Deep experience training and fine-tuning generative deep learning models (e.g. LLMs)
  • Experience with ML on accelerators using distributed training frameworks such as Hugging Face Accelerate, DeepSpeed, PyTorch Distributed
  • Experience using ML frameworks such as PyTorch, or TensorFlow, and scientific software such as NumPy and Pandas
  • Experience in any of: large scale deep learning, generative models, graph neural networks, knowledge graphs
  • Able to make sound engineering decisions with respect to evaluating and integrating RAG and document retrieval into generative models
  • Understanding of modern best practices for agile software development, such as CI/CD experience (GitHub actions, CircleCI etc)
  • Take end-to-end ownership from rapid prototyping to production-quality code
  • Experience with the full ML development and operation lifecycle
  • Built LLM agents to interact with tools, APIs, and datastores
  • Strong software development using Python
  • Basic working knowledge of SQL
  • Ph.D. in Computer Science, Statistics, or related field with a strong focus on machine learning or AI
  • Experience in the biotech or pharmaceutical industry is a plus

  • Senior Engineer Machine Learning

    Found in: beBee S AE - 4 weeks ago


    Abu Dhabi, United Arab Emirates Group 42 Full time

    Overview: Seeking a passionate and innovative Senior machine learning engineer provides systems and Device Engineering expertise and assistance especially in the application and integration of AI, machine learning, and software systems. Responsibilities: Working in a collaborative environment as senior machine learning engineer Work with large...

  • Machine Learning Engineer

    Found in: Whatjobs AE C2 - 15 hours ago


    abu dhabi, United Arab Emirates Astra Tech Full time

    Position: Machine Learning EngineerLocation: Abu Dhabi, onsiteJob Summary:We are looking for a skilled Machine Learning Engineer to develop high-performance AI systems to enhance our predictive automation capabilities. The ideal candidate will have strong skills in statistics and programming, expertise in handling large datasets, and the ability to improve...

  • Machine Learning Engineer

    Found in: Whatjobs AE C2 - 15 hours ago


    abu dhabi, United Arab Emirates Astra Tech Full time

    Position: Machine Learning Engineer Location: Abu Dhabi, onsite Job Summary: We are looking for a skilled Machine Learning Engineer to develop high-performance AI systems to enhance our predictive automation capabilities. The ideal candidate will have strong skills in statistics and programming, expertise in handling large datasets, and the ability to...

  • Machine Learning Engineer

    Found in: Whatjobs AE C2 - 3 days ago


    abu dhabi, United Arab Emirates BlackStone eIT Full time

    BlackStone eIT Machine Learning Engineer BlackStone eIT, a leading computer software company, is seeking a talented and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer at BlackStone eIT, you will be responsible for designing, developing, and deploying cutting-edge machine learning models and algorithms. You will...

  • Senior Software Engineer, Machine Learning

    Found in: beBee S AE - 2 weeks ago


    Abu Dhabi, United Arab Emirates LIQUiDITY Group Full time

    About LIQUiDITY Group LIQUiDITY is a high-growth fintech company. Our platform is based on the most advanced artificial intelligence (AI) and machine learning technologies, already making a massive impact on global capital markets. We’re literally reinventing the future of growth funding for companies worldwide by changing how business analysis...

  • Machine Learning Engineer

    Found in: Talent AE 2A C2 - 5 days ago


    Abu Dhabi, United Arab Emirates BlackStone eIT Full time

    BlackStone eIT Machine Learning EngineerBlackStone eIT, a leading computer software company, is seeking a talented and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer at BlackStone eIT, you will be responsible for designing, developing, and deploying cutting-edge machine learning models and algorithms. You will...

  • Machine Learning Engineer

    Found in: Whatjobs AE C2 - 5 days ago


    abu dhabi, United Arab Emirates BlackStone eIT Full time

    BlackStone eIT Machine Learning EngineerBlackStone eIT, a leading computer software company, is seeking a talented and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer at BlackStone eIT, you will be responsible for designing, developing, and deploying cutting-edge machine learning models and algorithms. You will...

  • Senior Software Engineer, Machine Learning

    Found in: beBee S AE - 4 weeks ago


    Abu Dhabi, United Arab Emirates Liquidity Group Full time

    b' Are you an math-oriented software engineer? Read on. LIQUiDITY is a high-growth fintech company. Our platform is based on the most advanced artificial intelligence (AI) and machine learning technologies, already making a massive impact on global capital markets. We\xe2\x80\x99re literally reinventing the future of growth funding for companies...

  • Machine Learning Engineer

    Found in: Talent AE C2 - 1 week ago


    Abu Dhabi, United Arab Emirates BlackStone eIT Full time

    BlackStone eIT, a leading computer software company, is seeking a talented and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer at BlackStone eIT, you will be responsible for designing, developing, and deploying cutting-edge machine learning models and algorithms. You will collaborate closely with...

  • Machine Learning Engineer

    Found in: Talent AE C2 - 1 week ago


    Abu Dhabi, United Arab Emirates BlackStone eIT Full time

    BlackStone eIT, a leading computer software company, is seeking a talented and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer at BlackStone eIT, you will be responsible for designing, developing, and deploying cutting-edge machine learning models and algorithms. You will collaborate closely with...

  • Machine Learning Engineer

    Found in: beBee S AE - 4 weeks ago


    Abu Dhabi, United Arab Emirates Group 42 Full time

    Overview: Looking for an ambitious, passionate and creative-minded Machine Learning Engineer, to support the development of Machine Learning Operations at G42 Healthcare, driving and enabling automated machine learning model deployments and managing the full lifecycle of our ML projects. The opportunity To play a key supporting role...


  • abu dhabi, United Arab Emirates Liquidity Group Full time

    Description:As a Senior Machine Learning Engineer, you will be integral to the data science feature development process and work closely with the data engineering team. You will design machine learning pipelines, apply algorithms to generate predictions and tackle data set challenges, and develop the first-ever, real-time, no-code corporate credit score...


  • abu dhabi, United Arab Emirates Liquidity Group Full time

    Description: As a Senior Machine Learning Engineer, you will be integral to the data science feature development process and work closely with the data engineering team. You will design machine learning pipelines, apply algorithms to generate predictions and tackle data set challenges, and develop the first-ever, real-time, no-code corporate credit score...

  • Lead Machine Learning Engineer

    Found in: beBee S AE - 4 weeks ago


    Abu Dhabi, United Arab Emirates Alef Education Full time

    Job Title Lead Machine Learning EngineerDescription Lead Machine Learning Engineer (Arabic Speaking)Job DetailsDivisionTechnology Reporting Manager Head of Data & ResearchJob Location Abu Dhabi, UAEJob Purpose As a Lead Data Scientist/Machine Learning Engineer and ALEF Education, you should have exposure to work in a fast-paced Agile IT environment. Your...

  • Engineer - Machine Learning

    Found in: Talent AE 2A C2 - 2 weeks ago


    Abu Dhabi, United Arab Emirates G42 Full time

    Collaboration:Work with product managers and business owners to understand requirements.Data to ModelCreate data pipelines and preprocess data from diverse sources (text, imaging, genomics, HER, etc.) to make it ready for model training. Monitor data quality through the process. Build scalable and efficient ML pipelines powered by GPUs. Implement a...

  • Engineer - Machine Learning

    Found in: Whatjobs AE C2 - 1 week ago


    abu dhabi, United Arab Emirates G42 Full time

    Collaboration:Work with product managers and business owners to understand requirements.Data to ModelCreate data pipelines and preprocess data from diverse sources (text, imaging, genomics, HER, etc.) to make it ready for model training. Monitor data quality through the process. Build scalable and efficient ML pipelines powered by GPUs. Implement a...

  • Engineer - Machine Learning

    Found in: Whatjobs AE C2 - 1 week ago


    abu dhabi, United Arab Emirates G42 Full time

    Collaboration: Work with product managers and business owners to understand requirements. Data to Model Create data pipelines and preprocess data from diverse sources (text, imaging, genomics, HER, etc.) to make it ready for model training. Monitor data quality through the process. Build scalable and efficient ML pipelines powered by GPUs. ...


  • Abu Dhabi, United Arab Emirates G42 Full time

    Collaboration:Work with product managers and business owners to understand requirements.Data to ModelCreate data pipelines and preprocess data from diverse sources (text, imaging, genomics, HER, etc.) to make it ready for model training. Monitor data quality through the process.Build scalable and efficient ML pipelines powered by GPUs.Implement a...


  • Abu Dhabi, United Arab Emirates Group 42 Full time

    Overview: As a Scientist - Machine Learning in our team, you possess a broad knowledge of Machine Learning and software development techniques to help design and implement a cutting-edge AI platform. You will focus on designing, implementing and maintaining various Deep Learning and Reinforcement Learning codes. You will work with a multidisciplinary team of...

  • Machine Learning Trainee

    Found in: Talent AE A C2 - 2 weeks ago


    Abu Dhabi, United Arab Emirates Aldar Education Full time

    Machine Learning TraineeFamily Book holding UAENationalsGraduated within the last two yearsprior to the date of application.Graduatesholding a four-year University Degree. Attestation is required forcandidates who studied at InternationalUniversities.Graduates who can demonstrateprofessional communication level in EnglishLanguage.