Machine learning állás, munka

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, develop, implement, and test 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 Focus on traffic sign and traffic light detection including 3D...

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)...

Exploration, profiling, cleansing and preprocessing of data for analytics and reporting Design and management of workflows for storing and retrieving vectorised documents for AI use cases Application of embedding models to build AI-driven solutions Leveraging modern AI and machine-learning...

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...

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...

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...

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...

Development and enhancement of quantitative financial models Application of advanced technologies to real world financial problems Keeping up to date with the latest technological trends ...

Hiring and mentorship of a high-performance frontend squad Evolution of service offerings to include AI-driven UX and modular frontend architecture Technical oversight and escalation management for largest accounts Partnership with customers and Product and Business Consulting divisions Balancing...

Development and issue resolution of in-vehicle data recording software Development and issue resolution of software for Upload Station Development and issue resolution of data preprocessing software Development and issue resolution of data migration software from previous data formats Development...

Working on the next generation vehicle's self-driving software Integration of third party frameworks Development of the internal data distribution and execution framework Development of interfaces to aiSim (in-house sensor and vehicle simulator) Sensor data recording related tasks Development of...

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...

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...

Support Daily Data Production Workflows Across Multiple Asset Classes Including Fixed Income Curves, Futures, Derivatives, And Equity Analytics Perform Quality Assurance Checks On Incoming Vendor Data And Internally Generated Analytics Assist With Investigating Data Quality Issues Such As Pricing...

Design and ship production-grade agentic systems Take technical ownership of Compliance in a Box (CiaB) AI platform Architect and evolve AI reasoning layer and agent orchestration framework Build and maintain the GRC Brain (AI reasoning layer) and Agentic Cortex (agent orchestration framework)...

Support daily data production workflows across multiple asset classes including fixed income curves, futures, derivatives, and equity analytics Perform quality assurance checks on incoming vendor data and internally generated analytics Investigate data quality issues such as pricing discrepancies,...

Driving the strategic vision of the AI/ML Service Line Owning and evolving the service line strategy aligning offerings with SnapSoft’s growth targets and market opportunities Working closely with Sales and Pre‑Sales to understand customer needs, market trends and emerging AI/ML opportunities...

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...