Senior Machine Learning Engineer
Senior Machine Learning Engineer
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Job Description
Why project44
At project44 we believe in better.
We challenge the status quo because we know a better supply chain isnt just possibleits essential. Better for our customers. Better for their business. Better for the world.
With our Decision Intelligence Platform Movement were redefining how global supply chains operate. By transforming fragmented logistics data into real-time AI-powered insights we empower companies to connect instantly see clearly act decisively and automate intelligently. Our Supply Chain AI enhances visibility drives smarter execution and unlocks next-gen applications that keep businesses moving forward.
If youre driven to solve meaningful problems leverage AI to scale rapidly drive impact daily and be part of a high-performance team we should talk.
About Team:
Our Data Science team builds world class solutions to enable high velocity supply chain. We apply cutting edge ML and AI methodologies on the most comprehensive supply chain data in the world to solve key Supply chain planning and execution problems for our customers. Key problems we solve include predicting the route that a shipment might take estimating the time a truck/train/ship might arrive at its destination predicting exceptions to inventory/transport plans so customers can take mitigating action and ultimately model the behavior of every link in the global supply chain to enable efficient planning of inventory movement.
Key Responsibilities:
- Develop and deploy machine learning models and pipelines that underpin our visibility tracking anomaly detection and arrival prediction systems.
- Implement advanced machine learning algorithms such as Transformer-based models reinforcement learning ensemble learning and agent-based systems to continually improve the performance of our AI systems.
- Lead the processing and analysis of large complex datasets (structured semi-structured and unstructured) and use your findings to inform the development of our models.
- Work across the complete lifecycle of ML model development including problem definition data exploration feature engineering model training validation and deployment.
- Implement A/B testing and other statistical methods to validate the effectiveness of models. Ensure the integrity and robustness of ML solutions by developing automated testing and validation processes.
- Build data pipelines and integrate machine learning models into our products and services while adhering to industry best practices for ML operations (MLOps).
Ideally youd have:
- A Masters degree or Ph.D. in Computer Science Machine Learning or a related quantitative field.
- 3 years of proven experience in building and deploying production-level machine learning models.
- Deep understanding and practical experience with NLP techniques and frameworks including training and inference of large language models.
- Proficiency in Python and experience with ML libraries such as TensorFlow or PyTorch.
- Excellent skills in data processing (SQL ETL data warehousing) and experience working with large-scale data systems.
- Familiarity with cloud platforms like GCP or Azure.
- Good understanding of software development principles data structures and algorithms.
- Excellent problem-solving skills attention to detail and a strong capacity for logical thinking.
- The ability to work collaboratively in an extremely fast-paced startup environment.
Additional Skills:
- Excellent communication and collaboration skills.
- Ability to work in a fast-paced dynamic environment.
- Strong problem-solving skills and attention to detail.
In-office Commitment:This position requires a commitment to contribute to our collaborative culture by working in-office threedays weekly.
Diversity & Inclusion
At project44 were designing the future of how the world moves and is connected through trade and global supply chains. As we work to deliver a truly world-class product and experience we are also intentionally building teams that reflect the unique communities we serve. Were focused on creating a company where all team members can bring their authentic selves to work every day.
Were building a company that every one of us at project44 is proud to work for and our journey of becoming a more diverse equitable and inclusive organization where all have a sense of belonging is shaped through the actions of our leadership global teams and individual team members. We are resolute in our belief that each team member has an equal responsibility to mold and uphold our culture.
project44 is an equal opportunity employer seeking to enrich our work environment by creating opportunities for individuals of all backgrounds and experiences to thrive. If you share our values and our passion for helping the way the world moves wed love to review your application!
For any accommodation needed during the hiring process please email Even if you dont meet 100% of the above job description you should still seriously consider applying. Studies show that you can still be considered for a role if you meet just 50% of the roles requirements.
More about project44
Since 2014 project44 has been transforming the way one of the largest most important global industries does business. As transportation and logistics continue to evolve and customer expectations around delivery become more demanding industry technology must rise to the just a few short years we have created a digital infrastructure that eliminates the inefficiencies caused by dated technology and manual processes. Our Advanced Visibility Platform is used by the worlds leading brands to track shipments collaborate with supply chain partners drive operational efficiencies and create outstanding customer experiences.
Required Experience:
Senior IC
Employment Type
Full Time
