Senior Machine Learning Engineer
Company: Ipro Networks Pte. Ltd.
Location: Fremont
Posted on: October 31, 2024
Job Description:
Position Type: Full TimeLocation: RemoteSalary Range / Rate
(Currency): $130,000 - $180,000 per yearJob ID#: #148181Company
Overview:Backed by top-tier investors, including a16z, we are
building the monetization layer for the next generation of
Generative AI traffic. Our mission is to create a real-time
information layer for the GenAI age, where AI-native content takes
center stage and drives consumer engagement. If you're passionate
about cutting-edge technologies and building scalable systems, this
is the perfect opportunity for you.Role Overview:As a Senior
Machine Learning Engineer, you will play a crucial role in
designing and building scalable machine learning systems that power
our AI-native ad platform. You will collaborate closely with the
engineering team to develop and optimize ML models and pipelines,
integrating them into a low-latency, high-throughput backend
system.Responsibilities
- Develop, train, and deploy machine learning models that drive
ad recommendations and bidding systems within our AI-native
advertising platform.
- Build and optimize NLP pipelines to interpret user intent,
enabling real-time product recommendations and personalized
ads.
- Design and scale the machine learning infrastructure to support
large-scale, AI-driven ad systems, ensuring low latency and high
reliability.
- Explore and implement new ML algorithms and techniques to
continuously improve system performance and scalability.
- Collaborate closely with cross-functional teams, including
backend engineers and product managers, to align business
objectives with technical solutions.
- Utilize cloud platforms (GCP, AWS) and distributed computing
technologies to manage and scale machine learning
models.Requirements
- Proven experience in machine learning, with expertise in deep
learning architectures and frameworks like PyTorch or
TensorFlow.
- Strong proficiency in NLP (Natural Language Processing) and
large language models (LLMs), including experience building and
optimizing embedding models.
- Hands-on experience with Python and related ML libraries.
- Knowledge of backend systems, including API development,
database optimization, and high-concurrency environment
management.
- Experience in ads systems, including familiarity with bidding,
auction algorithms, and optimizing ad performance metrics.
- Experience with cloud platforms (GCP, AWS) and distributed
computing technologies is a plus.
- Strong problem-solving skills, ability to iterate quickly, and
eagerness to experiment with innovative solutions.
- Self-starter mindset with the ability to work independently in
a remote, fast-paced startup environment.
- Mandarin or experience working with international teams is a
plus but not required.About Us:Founded in 2009, IntelliPro is a
global leader in talent acquisition and HR solutions. Our
commitment to delivering unparalleled service to clients, fostering
employee growth, and building enduring partnerships sets us apart.
With a dynamic presence in the USA, China, Canada, Singapore,
Philippines, UK, India, Netherlands, and Germany, we continue
leading global talent solutions.IntelliPro, a global leader
connecting individuals with rewarding employment opportunities, is
dedicated to understanding your career aspirations. As an Equal
Opportunity Employer, IntelliPro values diversity and does not
discriminate based on race, color, religion, sex, sexual
orientation, gender identity, national origin, age, genetic
information, disability, or any other legally protected group
status. Moreover, our Inclusivity Commitment emphasizes embracing
candidates of all abilities and ensures that our hiring and
interview processes accommodate the needs of all applicants. Learn
more about our commitment to diversity and inclusivity at .
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Keywords: Ipro Networks Pte. Ltd., Fremont , Senior Machine Learning Engineer, Engineering , Fremont, California
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