Avo Intelligence | Machine Learning Lead
16 hours ago
About Avo Intelligence
Avo Intelligence operates at the forefront of machine learning innovation, delivering transformative solutions that empower businesses to unlock the potential of their data. Based in Singapore, we specialize in providing world-class machine learning expertise that drives impactful results across industries such as finance, healthcare, logistics, and smart urban planning. With a network of highly skilled professionals experienced in raw machine learning applications, we are dedicated to fostering innovation and delivering meaningful outcomes for our clients.
About the Role
We are seeking a passionate and experienced Machine Learning Lead to spearhead the development and optimization of algorithms that drive innovative machine learning solutions across diverse projects. This role involves taking ownership of the end-to-end ML lifecycle—from data exploration and model development to deployment—while mentoring a team of talented professionals. If you thrive on solving complex challenges, driving impactful innovation, and shaping the future of machine learning, we’d love to have you on board.
Tasks
Collaborate with stakeholders to understand business objectives and design machine learning models to achieve them, including defining metrics to measure success.
Lead and oversee resource allocation (hardware, data, personnel) to ensure project deadlines are consistently met.
Analyze and evaluate machine learning algorithms, ranking their effectiveness and selecting the best approaches for real-world deployment.
Explore and visualize data to gain actionable insights, identifying and mitigating issues in data distribution that could affect model performance.
Ensure data quality through cleaning, augmentation, and preprocessing, while also supervising the data acquisition process when needed.
Identify and leverage publicly available datasets for training and develop custom feature engineering and data augmentation pipelines.
Develop and implement validation strategies to ensure robust model performance.
Train, fine-tune, and optimize ML models, including hyperparameter tuning and performance evaluation.
Strategize to overcome model errors and design fail-safe deployment strategies for production environments.
Lead the integration and deployment of ML models into production systems, ensuring scalability and efficiency.
Guide the team in leveraging the GCP Ecosystem and other cloud platforms for ML workflows.
Requirements
Bachelor’s, Master’s, or Ph.D. in a quantitative field such as Computer Science, Electrical Engineering, Information Sciences, Statistics, Mathematics, Economics, or Operations Research, with a focus on applied and foundational Machine Learning, Artificial Intelligence, or statistical modeling.
At least
4+ years of hands-on experience
applying AI/ML, NLP, deep learning, and statistical analysis to solve real-world challenges across multiple domains.
Strong programming expertise, with proven experience in machine learning frameworks such as TensorFlow, PyTorch, or similar, and big data technologies such as Spark and Hadoop.
Demonstrated ability to customize and extend open-source ML frameworks, developing tailored algorithms and solutions.
Proven track record of delivering successful technology solutions, including prototypes, proof-of-concepts (POCs), well-cited research publications, and/or deployed products.
Expertise in data management, analytics platforms, cloud infrastructure (e.g., GCP, AWS, Azure), and scalable ML systems is a significant advantage.
Experience in mentoring and guiding cross-functional teams, with a strong ability to communicate complex concepts to stakeholders across technical and non-technical disciplines.
Exceptional analytical and problem-solving skills, coupled with a proactive and collaborative approach to leadership.
Benefits
Work with some of the brightest minds in the machine learning field, tackling industry-specific challenges and pushing the boundaries of innovation.
Collaborate on diverse projects that span industries and make a tangible impact.
Be part of a global network of ML experts who are passionate about solving real-world problems through raw machine learning applications.
#J-18808-Ljbffr
-
Avo Intelligence | Deep Learning Researcher
17 hours ago
Singapore Avo Intelligence Full timeAbout Avo Intelligence Avo Intelligence operates at the forefront of machine learning innovation, delivering transformative solutions that empower businesses to unlock the potential of their data. Based in Singapore, we specialize in providing world-class machine learning expertise that drives impactful results across industries such as finance, healthcare,...
-
minden.ai | Machine Learning Lead
7 days ago
Singapore minden.ai Full timeWho we are: minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners Breadtalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, Great Eastern, FoodPanda and GoJek. We are on a mission to redefine how brands engage with their customers through the power of machine learning and...
-
Machine Learning Lead
4 days ago
Singapore Minden International Full timeWho we are: minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast Asia. The way we work: At...
-
Machine Learning Lead
16 hours ago
Singapore MINDEN INTERNATIONAL PTE. LTD. Full timeRoles & ResponsibilitiesWho we are:minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast...
-
Machine Learning Engineer
17 hours ago
Singapore TALENTSIS PTE. LTD. Full timeRoles & ResponsibilitiesThis role offers the opportunity to work on cutting-edge ML technologies and contribute to transformative business solutions in a dynamic and collaborative environment.Job Responsibilities: Design, develop, and optimize machine learning (ML) models and algorithms to address business challenges. Collaborate with cross-functional...
-
Machine Learning Engineer
17 hours ago
Singapore Dell Technologies Full timeMachine Learning Engineer Machine Learning Engineer Apply remote type Hybrid locations Singapore, Singapore time type Full time posted on Posted 2 Days Ago time left to apply End Date: April 30, 2025 (30+ days left to apply) job requisition id R253471Machine Learning Engineer In the rapidly moving Artificial Intelligence era, few spaces are moving faster...
-
Artificial Intelligence
17 hours ago
Singapore CFB BOTS PTE. LTD. Full timeRoles & ResponsibilitiesCFB Bots Pte Ltd is a leading technology company specializing in automation and AI. We are at the forefront of innovation, leveraging cutting-edge AI/ML technologies to develop intelligent solutions that transform businesses.Our dynamic team is passionate about pushing boundaries and creating impactful solutions that drive positive...
-
Machine Learning Intern
6 days ago
Singapore UPSKILLS PTE. LTD. Full timeRoles & ResponsibilitiesWe are a leading fintech company specializing in capital markets. Our mission is to revolutionize the financial industry through innovative technology and data-driven strategies. We are looking for a motivated and talented Machine Learning Intern to join our dynamic team and contribute to our cutting-edge projects. We are seeking...
-
Machine Learning Intern
6 days ago
Singapore UPSKILLS PTE. LTD. Full timeRoles & ResponsibilitiesWe are a leading fintech company specializing in capital markets. Our mission is to revolutionize the financial industry through innovative technology and data-driven strategies. We are looking for a motivated and talented Machine Learning Intern to join our dynamic team and contribute to our cutting-edge projects. We are seeking...
-
Technical Lead – GenAI/Machine Learning
6 days ago
Singapore HCL SINGAPORE PTE. LTD. Full timeRoles & ResponsibilitiesResponsibilities Assist in the development and maintenance of the AI Lab’s global sandbox platform. Ensure the platform is effectively used for experimenting with AI applications. Contribute to the continuous improvement of the platform based on user feedback and technological advancements. Collaborate with cross-functional...
-
Technical Lead – GenAI/Machine Learning
6 days ago
Singapore HCL SINGAPORE PTE. LTD. Full timeRoles & ResponsibilitiesResponsibilities Assist in the development and maintenance of the AI Lab’s global sandbox platform. Ensure the platform is effectively used for experimenting with AI applications. Contribute to the continuous improvement of the platform based on user feedback and technological advancements. Collaborate with cross-functional...
-
AI Engineer
17 hours ago
Singapore RANDSTAD PTE. LIMITED Full timeRoles & ResponsibilitiesTo apply, It will be great if you could share your CV to hoonteck.tan@randstad.com.sg. Alternatively, you can apply at https://lnkd.in/gcwKsApK Lead digital transformation through AI Engagement with senior business stakeholdersAbout the companyOur Client is one of the most established companies within their industry. They have a...
-
Singapore National University of Singapore Full timeJob Title: Research Analyst in Machine Learning and Artificial Intelligence (ML/AI)Posting Start Date: 18/10/2024The Role The Sustainable and Green Finance Institute (SGFIN) is a new university-level research institute in the National University of Singapore (NUS), jointly supported by the Monetary Authority of Singapore (MAS) and NUS. SGFIN aspires to...
-
Singapore ViSenze - Artificial Intelligence for the Visual Web Full timeViSenze, an AI-powered Commerce Search and Discovery platform, is looking to hire a motivated and experienced Machine Learning Project Manager . We revolutionize the retail industry with product discovery solutions, processing over a billion monthly queries globally from retailers such as Myntra, Ajio, Meesho, Rakuten, Zalora, Mango, and Target. Our mission...
-
Artificial Intelligence
6 days ago
Singapore MANPOWER STAFFING SERVICES (SINGAPORE) PTE LTD Full timeRoles & ResponsibilitiesMain Responsibilities: Design, develop, and deploy (Artificial Intelligence) AI and Generative AI models, including data preparation, feature engineering, training, evaluation, versioning, and monitoring. Establish and implement robust Machine Learning Operations (MLOps) architecture to automate model lifecycle processes, ensuring...
-
Artificial Intelligence
6 days ago
Singapore MANPOWER STAFFING SERVICES (SINGAPORE) PTE LTD Full timeRoles & ResponsibilitiesMain Responsibilities: Design, develop, and deploy (Artificial Intelligence) AI and Generative AI models, including data preparation, feature engineering, training, evaluation, versioning, and monitoring. Establish and implement robust Machine Learning Operations (MLOps) architecture to automate model lifecycle processes, ensuring...
-
Machine Learning Engineer
4 days ago
Singapore 99 Group Full timeAbout Us 99 Group is a leading real estate technology company that operates real estate portals across South East Asia, specializing in digital property advertising. Headquartered in Singapore, it is currently operational in Singapore and Indonesia and employs over 500 employees. In Singapore, 99 Group operates 99.co and SRX.com.sg , while in Indonesia, it...
-
Technical Lead
2 days ago
Singapore HCL Singapore Pte Ltd Full timeResponsibilities Assist in the development and maintenance of the AI Lab’s global sandbox platform. Ensure the platform is effectively used for experimenting with AI applications. Contribute to the continuous improvement of the platform based on user feedback and technological advancements. Collaborate with cross-functional teams to integrate AI solutions...
-
Singapore NTU (Nanyang Technology University- Main Office-HR) Full timeYoung and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world's top universities. NTU's College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and #6 for...
-
Machine Learning Engineer
6 days ago
Singapore UPSKILLS PTE. LTD. Full timeRoles & ResponsibilitiesCompany Overview:We are a leading fintech company specializing in capital markets. Our mission is to revolutionize the financial industry through innovative technology and data-driven strategies. We are looking for a motivated and talented Machine Learning Engineer to join our dynamic team and contribute to our cutting-edge projects....
