Senior Machine Learning Engineer
Bengaluru
GoTo Group
Kami adalah perusahaan teknologi nomor 1 di Indonesia. GoTo berdedikasi untuk menciptakan dampak sosial berskala besar di manapun kami beroperasi.What You Will Do
- Design, develop, and deploy machine learning models to solve complex business problems and predict user behaviour.
- Optimise and scale real-time ML models for production environments, ensuring high availability and low latency.
- Architect and implement scalable and efficient ML pipelines and infrastructure.
- Collaborate with data scientists, engineers, and product teams to integrate ML models into production systems.
- Design and execute experimentation frameworks (A/B testing, multi-armed bandits, etc.) to evaluate model performance and improve decision-making.
- Continuously monitor and improve model performance in production, addressing concept drift, latency, and reliability challenges.
- Research and implement best practices in MLOps, automation, and deployment.
- Develop and deploy Generative AI applications, integrating LLMs and other GenAI models into production workflows.
What You Will Need
- 4 years of hands-on experience in Machine Learning and MLOps.
- Proven experience in deploying and maintaining real-time machine learning models in high-traffic consumer applications.
- Strong understanding of system design, distributed systems, and cloud-based ML infrastructure.
- Proficiency in Python, TensorFlow/PyTorch, and ML frameworks.
- Experience with experimentation design, A/B testing, and statistical evaluation of ML models.
- Knowledge of feature stores, model monitoring, and automated retraining workflows.
- Familiarity with ML lifecycle management tools (MLflow, Kubeflow, TFX, etc.).
- Strong problem-solving skills and ability to work in a fast-paced environment.
Bonus
- Experience with Generative AI models, including fine-tuning LLMs and integrating them into products.
- Exposure to reinforcement learning, bandit algorithms, or other advanced ML methodologies.
About GoTo GroupGoTo Group is the largest digital ecosystem in Indonesia with its mission to “Empower Progress’ by offering technological infrastructure and solutions for everyone to access and thrive in the digital economy. The GoTo ecosystem consists of on-demand transportation services, food and grocery delivery, logistics and fulfillment, as well as financial and payment services through the Gojek and GoTo Financial platforms.It is the first platform in Southeast Asia that hosts these crucial cases in a single ecosystem, capturing the majority of Indonesia’s vast consumer household.
About Gojek Gojek is Southeast Asia’s leading on-demand platform and pioneer of the multi-service ecosystem with over 2.5 million driver partners across the regions offering a wide range of services such as transportation, food delivery, logistics and more. With its mission to create impact at scale, Gojek is committed to resolving consumer problems and raising standards of living by connecting consumers to the best providers of goods and services in the market.
About GoTo FinancialGoTo Financial accelerates financial inclusion through its leading financial services and merchants solutions. Its consumer services include GoPay and GoPayLater and serve businesses of all sizes through Midtrans, Moka, GoBiz Plus, GoBiz, and Selly. With its trusted and inclusive ecosystem of products, GoTo Financial is open to new growth opportunities and aims to empower everyone to Make It Happen, Make It Together, Make It Last.
GoTo and its business units, including Gojek and GoToFinancial ("GoTo") only post job opportunities on our official channels on our respective company websites and on LinkedIn. GoTo is not liable for any job postings or job offers that did not originate from us. You should conduct your own due diligence to prevent being victims of any fake job scams, if they did not originate from GoTo's official recruitment channels.
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: A/B testing Distributed Systems Engineering Generative AI GloVe Kubeflow LLMs Machine Learning MLFlow ML infrastructure ML models MLOps Pipelines Python PyTorch Reinforcement Learning Research Statistics TensorFlow Testing TFX
Perks/benefits: Career development Startup environment
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