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Machine Learning Engineer

Clevest Solutions

Clevest Solutions

Software Engineering
Colombo, Sri Lanka
Posted on Tuesday, April 9, 2024

Company Description

IFS is a billion-dollar revenue company with 6000+ employees on all continents. Our leading AI technology is the backbone of our award-winning enterprise software solutions, enabling our customers to be their best when it really matters–at the Moment of Service™. Our commitment to internal AI adoption has allowed us to stay at the forefront of technological advancements, ensuring our colleagues can unlock their creativity and productivity, and our solutions are always cutting-edge.

At IFS, we’re flexible, we’re innovative, and we’re focused not only on how we can engage with our customers but on how we can make a real change and have a worldwide impact. We help solve some of society’s greatest challenges, fostering a better future through our agility, collaboration, and trust.

We celebrate diversity and understand our responsibility to reflect the diverse world we work in. We are committed to promoting an inclusive workforce that fully represents the many different cultures, backgrounds, and viewpoints of our customers, our partners, and our communities. As a truly international company serving people from around the globe, we realize that our success is tantamount to the respect we have for those different points of view.

By joining our team, you will have the opportunity to be part of a global, diverse environment; you will be joining a winning team with a commitment to sustainability; and a company where we get things done so that you can make a positive impact on the world.

We’re looking for innovative and original thinkers to work in an environment where you can #MakeYourMoment so that we can help others make theirs. With the power of our AI-driven solutions, we empower our team to change the status quo and make a real difference.

If you want to change the status quo, we’ll help you make your moment. Join Team Purple. Join IFS.

Job Description

This role is all about hands-on technical prowess, and we expect you to bring your A-game. You will be working with autonomy, accountability, and technical brilliance. Your mission includes:

· Working on high-value AI/ML opportunities to improve our product offerings.

· Serving as our AI/ML technology whisperer, guiding us towards the latest and greatest AI infrastructure and delivery trends.

· Working on AI projects from the ground up. Taking proofs of concept to the grand finale of implementation and deployment. You'll ensure scalability and top-tier performance.

· Locking arms with Data Engineers, Data Scientists, Software Engineers, Solution Architects, and Product/Program Managers. Collectively, you'll define, create, deploy, monitor, and document ML models that are both tailored and industry leading

Qualifications

· 1-5 years of machine learning (ML) expertise, backed by proven ability with successfully completed projects.

· Worked in bringing AI/ML solutions to production, including scoping, design, development, testing, deployment, and vigilant monitoring.

· Experience in Python, C# and the tools and libraries that make ML magic happen like Semantic Kernel, Langchain, Keras, TensorFlow, Pytorch, etc.

· Knowledge in how to create and deliver Cloud ML solutions at scale using Docker, Kubernetes and Cloud services.

· Familiarity with ML experiment tracking and collaboration tools, such as Mlflow and Weights & Biases.

· Exposure to model deployment and serving tools like Seldon Core, KServe, etc.

· Experienced in monitoring models and evaluating metrics to drive optimizations using tools like Elastic stack, Prometheus, Alibi detect, etc.

· Skills in data handling and feature engineering and the ability to use big data technology when appropriate e.g., Spark, Dask, Polars, etc.

· A solid background in software engineering, DevOps and MLOps practices, and familiarity with tools to manage infrastructure as code, like Terraform and package managers like Helm Charts.

· Scripting (shell) expertise to automate tests and procedures to ensure reliability and validity of code repositories.

· Proficiency with pipeline orchestration tools, such as Airflow, Kubeflow, and Argo Workflows.

Additional Information

Interviews and selections are made continuously. If you are interested, apply as soon as possible.

As a step in our recruitment process, all final candidates will undergo a background check, to get us an understanding of our future employees.

We respectfully decline all offers of recruitment and/or advertising assistance.