Lead Machine Learning Engineer

4 days ago

Singapur, Singapore Refine Group Full time

Responsibilities

  • TikTok Core Feed Recommendation team sits in the center of TikTok, designs, implements and improves the core recommendation algorithm that powers the "for you" feed, "following" feed, etc. of the TikTok app. The recommendation system we built connects hundreds of millions of users with relevant content out of billions of videos in real-time, and inspires high-quality content creation for millions of creators on the platform. The User Growth team is an essential pillar of the Core Feed Recommendation team, directly responsible for implementing and refining new user acquisition and retention strategies.
  • Our team is committed to achieving TikTok\'s ultimate goals through developing high-performance models and sound strategies. We take pride in our rigorous approach to applied research, innovative system design, and steadfast pragmatism. We are looking for strong research scientists and engineers at all levels, who are excited about growing their business understanding, building highly scalable and reliable software, and partnering across disciplines with global teams, in pursuit of excellence.
  • What you\'ll do: Implement machine learning algorithms at large scales to optimize and improve new user acquisition efficiency, and leverage acquisition signals to improve new user retention across all ranking phases including but not limited to retrieval, ranking, re-ranking and etc.
  • Work cross functionally with product managers, data scientists and product engineers to understand insights, formulate problems, design and refine machine learning algorithms, and communicate results to peers and leaders.
  • Run regular A/B tests, perform analysis and iterate algorithms accordingly.
  • Have a good understanding of end-to-end machine learning systems. Work with infra teams on improving efficiency and stability.
Qualifications

Minimum Qualifications

  • Hands-on experience in one or more of the areas: recommender systems, machine learning, deep learning, pattern recognition, data mining, computer vision, NLP, causal inference, content understanding or multimodal machine learning
  • Experienced in leading projects and collaborating with teams across different timezones;
  • Strong programming skills in Python and/or C/C++, and a deep understanding of data structures and algorithms
  • Familiar with architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/PyTorch/MXNet)
  • Good communication and teamwork skills, be passionate about learning new techniques and taking on challenging problems
  • Prior industry experience with main components of recommendation systems(retrieval, ranking, re-ranking, cold-start etc.) is a plus but not required

Preferred Qualifications

  1. Publications at main conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, CIKM, ICLR, ICML, IJCAI, AAAI, RecSys or related conferences
  2. Strong tracking record of success in data mining, machine learning, or ACM-ICPC/NOI/IOI competitions
  3. Participation in public/open-source AI-related projects which are of high visibility
  4. 3 years relevant work experience from a large-scale internet business
#J-18808-Ljbffr

  • Lead Machine Learning Engineer

    4 days ago

    Singapur, Singapore Thoughtworks Full time

    Lead Machine Learning Engineers at Thoughtworks use modern architectures to develop end-to-end scalable machine learning systems and applications. They use their specialized depth and breadth of knowledge to impact the achievement of client, project or service objectives and advocate for ways of working to promote and deliver excellence. They operate within...

  • Lead Machine Learning Engineer

    4 days ago

    Singapur, Singapore Grab Full time

    Company Description About Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore Nicoll Curtin Full time

    Get AI-powered advice on this job and more exclusive features. Direct message the job poster from Nicoll Curtin Tech Recruiter @ Nicoll Curtin. Love people and tech. 7yrs DevOps - AWS, Terraform, CICD, Kubernetes Are you a Senior Machine Learning Engineer who wants to push the boundaries of computer vision and AI in real-world identity verification? Here's a...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore WeRide Full time

    Join or sign in to find your next job Join to apply for the Machine Learning Engineer - Singapore role at WeRide Join to apply for the Machine Learning Engineer - Singapore role at WeRide Get AI-powered advice on this job and more exclusive features. Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore Dell GmbH Full time

    Machine Learning Engineer In the rapidly moving Artificial Intelligence era, few spaces are moving faster than the AI-enabled PC. As a leading provider of world-class technology, this means bringing more intelligence into the PC ecosystem, enabling superior performance, enhanced productivity, and delightful experiences while maintaining privacy and...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore ARROWPOINT INVESTMENT PARTNERS (SINGAPORE) PTE. LTD. Full time

    About this role We are on the lookout for a Junior Machine Learning Engineer who will play a key role in enhancing our Machine Learning capabilities, focusing on innovative solutions for systematic strategies. This role is not just about technical expertise but also about aligning with our forward-thinking vision and being at the forefront of shaping our...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore Viridien Full time

    Overview Machine Learning Engineer – Viridien Viridien is an advanced technology, digital and Earth data company that pushes the boundaries of science for a more prosperous and sustainable future. We discover insights, innovations, and solutions to resolve complex natural resource, digital, energy transition and infrastructure challenges. Job Summary...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore Arrowpoint Full time

    Arrowpoint is an Asia-focused multi-strategy hedge fund firm headquartered in Singapore, founded by former Millennium Management Asia co-CEO Jonathan Xiong. The fund launched in July 2024 with $1 billion—making it one of the largest hedge fund launches in Asia’s history. Backed by prominent investors including Blackstone, the Canada Pension Plan...

  • Sr Machine Learning Engineer

    4 days ago

    Singapur, Singapore PayPal Full time

    Join to apply for the Sr Machine Learning Engineer role at PayPal Join to apply for the Sr Machine Learning Engineer role at PayPal The CompanyPayPal has been revolutionizing commerce globally for more than 25 years. Creating innovative experiences that make moving money, selling, and shopping simple, personalized, and secure, PayPal empowers consumers...

  • Machine Learning Engineer

    4 days ago

    Singapur, Singapore Unravel Carbon Full time

    Join to apply for the Machine Learning Engineer role at Unravel Carbon . Overview At Unravel Carbon, we're on a mission to accelerate the world's transition to a zero-carbon economy. We're a team of entrepreneurs, engineers, and climate experts who believe that data and AI are the keys to unlocking a sustainable future. Our Sustainability AI agents platform...