ADVANCE.AI is Asia’s top end-to-end SaaS risk management company. They help businesses with KYC/KYB digital identity, compliance, scam prevention, and process automation. ADVANCE.AI is a leader in Artificial Intelligence, risk management, and digital banking solutions.
It was founded in 2016 and has its headquarters in Singapore. It works with more than 500 business clients in Southeast Asia, South Asia, and Mexico in banking, financial services, fintech, payment, retail, and e-commerce. The company behind ADVANCE.AI is called Advance Intelligence Group. It is a Series-D AI-driven technology company with offices in Singapore, South and Southeast Asia, Latin America, and Greater China. The 2021 Top Startups List in Singapore is led by Advance Intelligence Group, named number one.
Job Title: Senior Algorithm Engineer
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Requirements for a Senior Algorithm Role
Below are some of the requirements for a senior algorithm role at ADVANCE.AI:
1. Educational Requirements
To land a senior algorithm role at ADVANCE.AI, you’ll need a master’s or Ph.D. in computer science, mathematics, statistics, or a related field. While a bachelor’s degree may be considered, higher degrees demonstrate a strong theoretical foundation in your field.
Coursework should include machine learning, deep learning, natural language processing, and computer vision. Hands-on experience with neural networks, classification algorithms, and regression models is ideal.
2. Programming Skills
You’ll be expected to be highly proficient in Python, C/C++, Java, or a similar language. Experience with TensorFlow, PyTorch, Keras, or other ML frameworks is essential. You should also be comfortable with version control systems like Git.
3. Mathematical Aptitude
Senior algorithm roles require a solid background in linear algebra, calculus, statistics, and probability. You’ll need to understand concepts like gradient descent, principal component analysis, hypothesis testing, and Bayes’ theorem. Strong skills in data visualization, using tools like Matplotlib or Seaborn, are useful for exploring data and presenting results.
4. Soft Skills
While technical skills are important, senior roles also demand soft skills. You’ll need to communicate clearly, work collaboratively, and think critically. Creativity, problem-solving ability, and a passion for building innovative AI solutions are essential. You should be eager to keep your skills and industry knowledge up-to-date through continuous learning.
With the right education, technical abilities, mathematical mindset, and soft skills, you can land an exciting, impactful role designing advanced algorithms at ADVANCE.AI. Continuous learning and pushing the boundaries of AI will define your work, so get ready for challenging, rewarding work at the cutting edge of the field!
5. Technical Skills Needed
To excel as a Senior Algorithm Engineer at ADVANCE.AI, you need to have a strong foundation in technical skills.
Coding Languages: Python, SQL, and Java proficiency is a must-have. You’ll use Python and SQL to develop and improve our machine-learning algorithms and artificial intelligence systems. Java comes in handy for backend development. Familiarity with C++, JavaScript, and Haskell is a plus.
In summary, You must have at least three years of experience with computer vision and a bachelor’s degree, or you must have at least one year of work experience with computer vision and a doctoral degree in a related field; being able to code well in C++ or Python and also, Strong background in the basics of machine learning and deep learning.
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Senior Algorithm Engineer Job Description and Responsibilities
As a Senior Algorithm Developer at ADVANCE.AI, you’ll have a range of day-to-day responsibilities to keep you busy.
1. Research and Development
A major part of your role will be continuously researching and developing new machine-learning algorithms and models. You’ll stay up-to-date with the latest innovations in the field of AI and work to implement them to improve our products and services. This could include experimenting with different neural network architectures, tuning hyperparameters, and analyzing performance metrics.
2. Testing and Validation
Once you’ve developed an algorithm, you must thoroughly test and validate it before deployment. This includes running experiments, simulations, and live tests to identify weaknesses or limitations. You’ll tweak and retrain models as needed until they meet key performance criteria.
3. Deployment and Monitoring
After an algorithm has been validated, you’ll oversee its deployment in production systems. You’ll monitor how the algorithm functions in the real world and look for any drop in accuracy or other issues. Be prepared to retrain or replace models if they are not performing as expected. Staying on top of model performance and risks is crucial to success in this role.
4. Documentation and Communication
Strong documentation and communication skills are essential for a Senior Algorithm Developer. You’ll document your work, including the development process, testing procedures, parameters, and results. You’ll also communicate regularly with stakeholders and colleagues, explaining your algorithms, identifying risks, and recommending improvements. Mentoring and training other team members may also be required.
5. Continuous Improvement
As an expert in your field, you’ll constantly seek ways to enhance your algorithms and models through experimentation, research, and practice. Staying up-to-date with advancements in artificial intelligence and machine learning will allow you to build innovative solutions that push the boundaries of what’s possible. Continuous learning and skill development are must-haves for this position.
In summary, a Senior Algorithm Developer role at ADVANCE.AI offers the opportunity to research, build, and deploy innovative AI solutions. If you’re passionate about machine learning and want to work at the cutting edge of technology, this could be the perfect job for you. But be prepared for the challenges of developing and maintaining complex algorithms in a fast-paced work environment. The rewards of creating AI that shapes the future are well worth the effort.
Conclusion
You must prove yourself by optimizing complex algorithms, identifying new opportunities, and mentoring junior team members. The perks are many, but the expectations are high. If you’re up for the challenge of shaping the future of AI at one of the world’s leading tech companies, polish up that resume and apply today. Who knows, you could soon be solving some of the most interesting algorithm problems on the planet.
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