Machine learning állás, munka

Design, implement, and optimize machine learning models to solve complex business problems Oversee the entire machine learning lifecycle from data collection and pre-processing to model deployment and monitoring Collaboration with data scientists, software engineers, and product managers to...

Technology platform provision for research, implementation, delivery and execution of financial risk models Onboarding of financial risk models to the platform Collaboration with modellers on implementation and deployment of financial risk models Understanding client requirements and translating...

Real-Time Decision Making Using Machine Learning For Risk Assessments Ownership Of Risk Infrastructure For Instant ACH Cross-Functional Collaboration With Software Engineers, Data Analysts, And Data Scientists Future-Proofing Risk Systems To Handle Comprehensive Risk Types Including Sanctions And...

Development and improvement of ball and player tracking algorithms using multi-camera systems Contribution to multi-view geometry solutions for accurate tracking across large sporting environments Support for approaches to handling occlusion, player interactions, and recovery in fast-paced sports...

Architect and implement cloud-native data solutions using GCP (BigQuery, Dataflow, Pub/Sub, Dataproc, Cloud Composer, Cloud Storage) Lead the design and development of complex data pipelines and distributed processing frameworks that ensure scalability, performance, and operational reliability...

Building and maintaining simulation environments for mobile robotic perception and navigation Developing and integrating robotic behaviours and learning pipelines for reinforcement learning and motion planning in complex outdoor environments Collaborating with cross-functional teams to validate...

Collaboration with senior product managers to ensure achievement of product objectives Support of key projects within the product management team Collaboration with research, engineering and program management teams Support of new product development and product enhancements through creation of...

Development of novel data extraction tools and workflows Co-lead R&D projects for information extraction from structured, semi-structured, and unstructured data Design, prototype, and evaluate scalable models including LLMs for asset detection, attribute inference, and classification Implementation...

Research, development, implementation and testing of artificial intelligence algorithms to improve the quality and robustness of the static world model in automated vehicles Focus on road structure including lanes, curbs and drivable trajectories Traffic sign and traffic light detection including...

Building and optimizing inference pipelines for large-scale model serving Working with frameworks like PyTorch, TensorRT, and vLLM for efficient model deployment Implementing and optimizing ML models using quantization, kernel fusion, and efficient batching Optimizing and implementing core ML...

Data exploration, profiling, cleansing, and preprocessing for high-quality datasets Design and management of workflows for storing and retrieving vectorised documents Application of embedding models to build AI-driven solutions Leveraging modern AI and machine-learning techniques including large...

Platform development supporting financial engineers and researchers Technical design and code review sessions facilitation Building widely used and reliable fundamental components as Python libraries Building high quality software improving user experience for modellers and developers Staying...

Designing and developing proof of concepts (PoCs) Demonstrating solutions to internal customers on a tight schedule Utilizing GenAI no code, low code, and SDKs to build robust GenAI agents that automate business processes Taking GenAI and Agentic AI solutions from concept to Proof-of-Value (PoV)...

Mastering Apache Spark and Databricks on AWS/Azure Delivering hands-on project work during bi-weekly sprint model Completing complex capstone projects Shadowing senior consultants on real-life engagements Delivering simulated projects Advising stakeholders and navigating requirements Contributing...

Development of highly scalable services realizing AI/ML functionalities Implementation of machine learning solutions for computer vision and NLP use cases Work with Large Language Models (LLMs) and perform prompt engineering tasks Design and implementation of data transformation services for use...

Daily data production and quality assurance for client-facing data products Vendor data integration and management Methodology implementations, historical restatements, and platform migrations Data quality investigation including pricing errors, model performance, and analytical discrepancies...

Design and delivery of secure, high-performance microservices on AWS Driving architecture decisions and empowering team members through mentorship Setting technical direction across multiple teams Spotting system pain points and proposing improvements Pioneering AI-driven solutions by advising on...

Integration of IPs and development of logic for subsystems Understanding and reviewing subsystem architecture Development of microarchitecture specifications Review of verification test plans Debugging and fixing issues Collaboration with performance analysis team to evaluate and improve system...

Backend applications development and support Documentation and testing Connection and integration with external systems through APIs...

Leading a team of 2-3 AI and cloud engineers focused on fast prototyping of AI/ML solutions in AWS cloud Providing mentoring and technical support to junior and medium teammates Acting as a trusted advisor to clients Developing highly scalable services realizing AI/ML functionalities (e.g. NLP, ML...