Machine Learning Engineer
Colombo, Sri Lanka
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow Big Data DevOps Docker Engineering Feature engineering Helm Keras Kubeflow Kubernetes LangChain Machine Learning MLFlow ML infrastructure ML models MLOps Model deployment Python PyTorch Seldon Spark TensorFlow Terraform Testing Weights & Biases
Perks/benefits: Career development Flex hours
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Marketing Data Analyst jobs
- Open Lead Data Analyst jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Principal Data Engineer jobs
- Open Data Manager jobs
- Open Power BI Developer jobs
- Open Data Scientist II jobs
- Open Sr Data Engineer jobs
- Open Business Data Analyst jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer jobs
- Open Product Data Analyst jobs
- Open Business Intelligence Developer jobs
- Open Data Analyst Intern jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Principal Data Scientist jobs
- Open Azure Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Junior Data Engineer jobs
- Open Research Scientist jobs
- Open Data quality-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open PhD-related jobs
- Open Deep Learning-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open PyTorch-related jobs
- Open APIs-related jobs
- Open TensorFlow-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open LLMs-related jobs
- Open Generative AI-related jobs
- Open CI/CD-related jobs
- Open Kubernetes-related jobs
- Open Hadoop-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Databricks-related jobs