Experience Requirements:

• Experience with Agile/Scrum methodologies and tools

Other Requirements:

• Strong attention to detail and a commitment to delivering high-quality results

• Excellent communication and collaboration skills in cross-functional team environments

• Ability to facilitate meetings and decompose complex business processes

• Proficiency in creating business process documentation and workflows

• Self-starter with the ability to learn new systems and technologies independently

Benefits:

• Medical/dental/vision insurance

• HSA

• FSA

• 401(k)

• Life, disability & ADD insurance

Experience Requirements:

• Hands-on experience with Oracle EBS WMS (Fusion WMS not yet fully mature)

• Integration knowledge between WMS and Fusion (finance, order management)

• Familiarity with related warehouse and distribution processes

• Basic SQL skills (queries, troubleshooting)

• Familiarity with RF device configuration and troubleshooting

Other Requirements:

• Strong interpersonal skills to collaborate with warehouse staff, IT teams, and external vendors

Responsibilities:

• Lead the implementation, configuration, and support of Oracle Fusion Cloud Procurement modules like Self-Service Procurement, Purchasing, and Sourcing

• Gather and analyze business requirements and translate them into Agile development User Stories and Tasks

• Design and implement processes using Oracle Fusion best practices

• Work closely with the RapidResponse supply chain planning team, to ensure smooth integration of planned purchase orders into the procurement system

• Manage system configurations, workflows, and approval hierarchies

Experience Requirements:

• 3–7+ years of experience in enterprise SaaS sales, ideally with exposure to financial services clients.

• Proven track record of closing complex deals and exceeding quota in a high-velocity or high-value environment.

Other Requirements:

• Exceptional communication, storytelling, and relationship-building skills.

• Ability to understand and communicate technical products with depth and clarity.

• A self-starter mentality—you move fast, learn quickly, and thrive in ambiguity.

• Bonus: experience selling to capital markets, asset management, or research-oriented teams.

Responsibilities:

• Own the full sales cycle from prospecting to close, targeting the most elite financial institutions in the world.

• Identify and build relationships with key decision-makers at hedge funds, asset managers, investment banks, and private equity firms.

• Develop deep product knowledge and work closely with prospects to map Captide’s capabilities to their workflows and pain points.

• Drive outbound strategies in partnership with marketing, SDRs, and leadership to accelerate pipeline growth.

• Negotiate complex, enterprise-scale contracts with attention to value, risk, and long-term partnership.

Benefits:

• Competitive salary

• Learning & development stipend

• Equipment of choice

• (Mental) health support

• Generous paid time off

Education Requirements:

• Bachelor’s degree in Construction Management, Business Administration, or related field (or equivalent experience)

Experience Requirements:

• 8+ years of progressive experience in construction procurement, purchasing, or contract administration, preferably with MILCON or other federal construction projects

• Deep working knowledge of FAR, DFARS, UFC, UFGS, and USACE/NAVFAC procurement and construction standards

• Proven experience developing and managing subcontracts for complex, schedule-driven federal projects

• Strong understanding of construction sequencing, scopes of work, and cost structures

• Demonstrated ability to negotiate, execute, and manage subcontracts under tight schedule constraints

Other Requirements:

• Eligibility for security clearance (Secret or higher depending on project)

• Willingness to (occasionally) travel to project sites and supplier facilities as required

• Excellent communication, organization, and documentation skills with a high attention to detail

• Prior experience on USACE/NAVFAC-administered MILCON or federal projects

• Experience building or managing procurement workflows within a Design-Build or self-performing GC environment

• Strong understanding of cost accounting standards, contract compliance, and supplier diversity programs

• Familiarity with advanced construction technologies

• Certifications such as Certified Professional in Supply Management (CPSM), NCMA CPCM/CFCM, or PMP are preferred

• Track record of building and managing vendor networks for specialized federal construction trades

• Proficiency with procurement or project management platforms such as Procore, or similar systems

Responsibilities:

• Lead the full procurement lifecycle for MILCON projects, including trade outreach, bidding, bid leveling, and subcontract execution

• Develop and issue RFPs, bid packages, and scopes of work in compliance with FAR, DFARS, and DoD subcontracting regulations

• Ensure all subcontract agreements include the appropriate government contract flow-down clauses, reporting requirements, and compliance provisions

• Evaluate trade partner bids for completeness, cost competitiveness, and compliance with technical and contractual requirements

• Manage the flow-down implementation of all government contract requirements—including reporting, security, and quality control obligations—into ICON’s subcontracting framework

Education Requirements:

• Bachelor's or Master's in Mechanical Engineering or related field

Experience Requirements:

• 5+ years of professional work experience as a Mechanical Engineer

• Demonstrated knowledge of component manufacturing processes (including machining, rapid prototyping, etc.)

• Demonstrated experience leading large system development projects

• Proficiency in using parametric solid modeling and CAD software to design and document parts and assemblies

• SolidWorks and PDM experience are required

Other Requirements:

• Familiarity with making drawings and applicable drawing and tolerancing standards

• Exceptional technical and problem-solving skills and reasoning ability

• Adept at communicating in a collaborative team environment and seeking optimum solutions with other team members

• Knowledge of the AGILE SCRUM methodology of project management

• A service-oriented attitude when in a support role

• Ability to prioritize and stay cool in a dynamic start-up environment

• Strong verbal and written communication skills

• Must be able to lift 50 pounds

• Must be prepared to work, in part, in extreme environments: temps > 100 degrees or below freezing, sun, rain, mud, lack of electricity, etc.

• Must be able to travel 4+ weeks per year internationally

• Previous automation industry experience

• Previous manufacturing and quality experience

• Previous start-up experience, and/or a resourceful innovative nature with an ability to streamline or develop efficient processes

• Professional experience with thermal and mechanical FEA, and topological optimization. Ansys or Solidworks simulation

• Ability to read and understand electrical schematics, and the ability to troubleshoot electrical and mechanical systems

• Ability to create engineering drawings and technical documentation

• Industrial safety system experience

• A hunger for learning and personal growth

Responsibilities:

• Update existing and create new engineering drawings and documentation

• Update and manage Bill of Materials

• Handle Engineering Change Orders, updating documentation and communicating to Manufacturing and Supply Chain teams

• Execute and build process for QA/QC of mechanical systems in the manufacturing process

• Create design solutions with excellent engineering and documentation processes

Education Requirements:

• BS/MS in Mechanical/Mechatronics (or similar) Engineering

Experience Requirements:

• 5+ years of experience in Mechanical/Mechatronics (or similar) Engineering

• Demonstrated excellence in an engineering role in either Product Development, Equipment/Machine Design, Manufacturing, or Testing environments

• Hands-on skills with diagnostics software, hardware, tools, instruments, general electromechanical/mechatronic systems and measurement techniques

• Exposure to a wide variety of test systems, production machinery, industrial sensors, and equipment (pogo-pins, pressure transducers, temperature controllers, current meters, etc.)

• Knowledge of various part fabrication techniques. (machining, welding, sheet metal fabrication, laser cutting, etching, injection molding, 3D printing, hydroforming.)

Other Requirements:

• Experience creating technical specifications for automated equipment

• Experience transitioning products and processes from prototype to production desired

• Knowledge of production quality metrics is a plus

• Experience in SolidWorks

• Preference for candidates with a portfolio showcasing various professional and personal projects

• Must be able to lift 50 pounds

• Must be prepared to work, in part, in extreme environments: temps > 100 degrees or below freezing, sun, rain, mud, lack of electricity, etc.

• Must be able to travel 4+ weeks per year internationally

Responsibilities:

• Own and manage identification and resolution of priority product concerns in the Product development process

• Drive organization of information and data collection, perform root cause analysis, report on occurrences as well as implementation of short term and long term mitigation steps

• Set up and run testing of components and systems for reliability purposes

• Technically assess system performance, identify and prioritize hardware vulnerabilities, create paths to improve overall consistency and reliability, and own implementation of system improvements

• Complete FMEA studies of hardware products

Education Requirements:

• Graduate degree in Civil Engineering, Structural Engineering, or a related technical discipline

Experience Requirements:

• 8+ years of relevant professional experience in structural design, testing, research, or construction with demonstrated project management responsibilities

• Demonstrated experience managing multiple concurrent complex technical projects, including schedule development, budget management, and stakeholder coordination

• Proven ability to work with and manage external consultants, laboratories, and vendors while maintaining quality standards and project deliverables

• Strong understanding of structural engineering from first principles, including mechanics of materials, structural analysis, and design fundamentals

• Practical experience in the design and testing of concrete and masonry structural systems and materials

Other Requirements:

• Hands-on experience with structural testing equipment, including hydraulic cylinders, pumps, actuators, load frames, instrumentation, and data acquisition systems

• Advanced problem-solving abilities and analytical thinking skills to assess complex technical challenges and develop effective solutions across multiple disciplines

• Strong technical writing and communication skills with demonstrated ability to prepare comprehensive reports and present findings to diverse stakeholder groups

• Familiarity with applicable structural testing standards, ACs, and codes, including ASTM, ACI, ASCE, and building code requirements

• Field work and overnight travel is required

• Professional Engineer (PE) license or eligibility to obtain PE licensure within 6 months of hire

• Experience working with government agencies or regulatory bodies in technical approval processes

• Understanding of concrete material science, including mix design, curing processes, fresh and hardened properties, and durability characteristics

• Field construction experience, particularly with concrete and masonry construction methods, quality control processes, and construction tools

• Experience with seismic loading analysis, seismic design code requirements, and seismic testing methodologies

• Familiarity with 3D printing technologies, additive manufacturing processes, or advanced construction methods

Responsibilities:

• Develop and manage project schedules, cost estimates, and budgets for complex testing campaigns

• Direct and oversee comprehensive test plan development and specimen design that meets structural testing objectives and regulatory requirements for ICON's 3D printed systems

• Develop and oversee the generation of detailed engineering documentation for print processes such as technical drawings, instructions, and logs, directing team members and consultants as needed

• Coordinate with internal ICON departments including Testing, Hardware, and Operations teams to ensure testing is successfully completed while communicating project progress, blockers, and results to key stakeholders

• Manage and oversee contracts with third-party laboratories, consultants, and vendors conducting advanced analysis, research, development, or manufacturing for ICON to ensure successful execution of the regulatory program goals and objectives

Education Requirements:

• High school diploma or equivalent (Associates in mechatronics, mechanical engineering technology, or relevant field preferred)

Experience Requirements:

• 3+ years of hands-on experience in mechanical, electrical, or fluid system testing

• Strong fabrication, assembly, and troubleshooting skills

• Ability to read schematics, wiring diagrams, and technical documentation

• Experience with mechanical tools, welding, fasteners, and gear assemblies

• Intermediate proficiency with PLC systems (Beckhoff Twincat preferred)

Other Requirements:

• Strong collaboration, communication, and mentorship skills

• Experience with pumps, AC motors, gears, air compressors, pressure vessels, and lifting equipment

• Welding experience (AC Aluminum, DC Steel)

• Prior experience in aerospace, military/defense, aircraft, construction, or similar industries

• A&P license or technician certification

• Ability to lift up to 50 pounds

• Ability to work in extreme environments, including high or low temperatures, sun, rain, mud, or areas without electricity

• Comfortable with hands-on, field-based work

• Strong verbal and written communication skills

Responsibilities:

• Lead setup, operation, and troubleshooting of mechanical, fluid, and electro-mechanical test systems

• Support development and implementation of ICON’s test infrastructure, including test stands, fluid systems, and processes

• Fabricate and integrate test articles and equipment: fluid panels, actuators, motors, gears, electrical cabinets, PLCs, and welded assemblies

• Collaborate with engineering to develop system upgrades, maintain documentation, and analyze test data with actionable recommendations

• Mentor and guide junior Product Test Technicians

Education Requirements:

• High school diploma or equivalent required; Associate’s degree in mechatronics, mechanical engineering technology, or a relevant technical field preferred

Experience Requirements:

• 5+ years of hands-on technical experience in a relevant field (mechanical/electrical technician, mechanic, electrician, aerospace, construction, military/defense, or similar)

• Proven expertise in troubleshooting complex mechanical, electrical, and fluid systems

• Skilled in fabrication techniques including welding (AC aluminum, DC steel), machining, assembly, and operation of standard shop tools (torque wrenches, drills, fasteners, gear chains)

• Experience with pumps, AC motors, gears, air compressors, pressure vessels, and lifting equipment

• Familiarity with PLC systems and electro-mechanical controls (Beckhoff Twincat experience a plus)

Other Requirements:

• Desired: A&P license or technician certification

• Strong cross-team communication skills, with ability to mentor peers and junior staff

• Ability to lift 50 pounds unassisted

• Comfortable working in both lab and field conditions, including extreme environments (heat >100°F, cold/freezing temps, sun, rain, mud, dust, and limited utilities)

• Must be safety-conscious, adaptable, and prepared for hands-on, physically demanding work

• Strong written and verbal communication skills required

Responsibilities:

• Lead operation, optimization, and troubleshooting of ICON’s test infrastructure, including mechanical, electrical, and fluid systems (pumps, valves, compressed air, motors, actuators, etc.)

• Fabricate and integrate complex test articles, equipment, and assemblies (fluid panels, welded structures, harnesses, electrical cabinets, PLCs, and circuit breakers)

• Support the design and build of test stands and infrastructure; document processes and recommend system-level improvements

• Operate Vulcan and Magma 3D printing systems to support product testing and validation

• Mentor and coach junior technicians, promoting adherence to safety, SOPs, and quality standards

Experience Requirements:

• 3+ years as a Senior Field Engineering Technician or in a comparable technical leadership role

• Mastery PLCs, VFDs, hydraulics, and electrical systems

• Proven ability to lead, mentor, and manage performance across a technical team

• Experience leading field operations in large-scale industrial, manufacturing, or construction environments (preferred)

• Familiarity with resource planning, scheduling, and project management tools (preferred)

Other Requirements:

• Advanced troubleshooting and repair experience across multiple disciplines (mechanical, electrical, controls, hydraulics) (preferred)

• Excellent verbal and written skills with strong documentation practices

• Comfortable managing shifting priorities in dynamic, field-based environments

• Willingness to travel extensively, work in extreme environments, and be on-call as required

• OSHA 10, CPR, and Telehandler (ICON will provide if needed)

• Strong process orientation and commitment to operational excellence (preferred)

• Ability to lift and carry up to 50 pounds safely and regularly

• Comfortable working in various outdoor environments, including extreme temperatures (above 100°F or below freezing), sun, rain, mud, and areas with limited infrastructure (e.g., lack of electricity)

• Comfortable standing and moving on your feet for the majority of the workday as well as climbing ladders and carrying material buckets

Responsibilities:

• Independently commission, troubleshoot, and maintain ICON 3D printers and related systems at the highest level of proficiency

• Resolve complex technical issues, anticipate failures, and implement preventive solutions

• Oversee site setup, staffing assignments, and preventive maintenance to ensure operational readiness

• Directly supervise, mentor, and coach Field Engineering Technicians (I, II, and Senior) to develop technical expertise and operational excellence

• Serve as the primary escalation point for technical and personnel challenges in the field

Experience Requirements:

• 4+ years as a Field Engineering Technician I or equivalent experience in a technical, hands-on role

• Ability to read wiring diagrams and terminate cables (e.g., camlock power, EtherCAT)

• Strong troubleshooting skills across electrical, mechanical, and control systems

• Advanced knowledge of PLCs, VFDs, cabling, and related printer systems (preferred)

• Works independently on complex tasks; anticipates issues and mitigates risks

Other Requirements:

• Strong communication and documentation skills

• Takes ownership of decisions in local operations; can guide and mentor peers when needed

• Willingness to travel outside of Miami, FL, including extended stays and on-call, nights, and weekends

• Flexible availability to work nights and weekends as needed

• Proficiency in English, spoken and written

• OSHA 10, CPR, and heavy equipment certifications

• Advanced proficiency with PLCs, VFDs, and electrical troubleshooting, including equipment replacement and manual controls (preferred)

• Experience in remote device operation and system navigation (preferred)

• Proficiency in welding (various types) (preferred)

• Experience contributing feedback to refine best practices and improve team workflows (preferred)

• Ability to lift and carry up to 50 pounds safely and regularly

• Comfortable working in various outdoor environments, including extreme temperatures (above 100°F or below freezing), sun, rain, mud, and areas with limited infrastructure (e.g., lack of electricity)

• Comfortable standing and moving on your feet for the majority of the workday as well as climbing ladders and carrying material buckets

Responsibilities:

• Commission, troubleshoot, and maintain ICON’s 3D printers and related systems with minimal supervision

• Connect and disconnect electrical, pneumatic, and network cabling to facilitate printer mobility

• Independently resolve electrical, mechanical, and software issues, leveraging advanced troubleshooting skills

• Perform preventive maintenance, inspections, and monitoring of printer performance to reduce downtime

• Lead the coordination of complex tasks while ensuring team safety, operational efficiency, and compliance

Education Requirements:

• Associate degree with 4+ years of field technician experience or bachelors degree with 2+ years field technician experience

Experience Requirements:

• 5+ years of experience working in a Field Technician facing role or an associate degree with 4+ years of field technician experience or bachelors degree with 2+ years field technician experience

• Expert proficiency in PLCs, VFDs, hydraulics, and electrical systems

• Proven ability to lead operations, manage projects independently, and mentor junior technicians

• Experience managing external projects, including generator setup and troubleshooting

Other Requirements:

• OSHA 10, CPR, and Telehandler certifications

• Strong ability to prioritize, adapt, and perform in dynamic, high-pressure environments

• Excellent written and verbal communication skills, with ability to produce clear documentation and reports

• Ability to guide teams through daily activities including operations, troubleshooting, and maintenance

• Willingness to travel outside of Austin, TX, for multiple weeks at a time

• Flexible availability to work nights and weekends as needed

• Ability to lift and carry up to 50 pounds safely and regularly

• Comfortable working in various outdoor environments, including extreme temperatures (above 100°F or below freezing), sun, rain, mud, and areas with limited infrastructure (e.g., lack of electricity)

• Comfortable standing and moving on your feet for the majority of the workday as well as climbing ladders and carrying material buckets

Responsibilities:

• Independently resolve complex electrical, hydraulic, mechanical, and software issues with minimal escalation

• Lead preventive maintenance, routine inspections, job site setup, and execution of complex repairs or replacements

• Expertly work with PLCs, VFDs, hydraulics, and electrical systems to ensure reliable printer performance

• Document all work clearly and review junior technicians’ reports to ensure accuracy, compliance, and consistency with ICON standards

• Mentor and train junior technicians, review their work for quality, and guide teams through daily field activities

Education Requirements:

• PhD degree in Computer Science, Artificial Intelligence, Machine Learning, Natural Language Processing or related fields.

Experience Requirements:

• In-depth research experience in human-machine value alignment, long-text modeling, efficient language models, explainable language models, language model inference, RAG knowledge integration, capable of independently conducting research projects.

• Knowledge of Natural Language Processing and Machine Learning fundamentals, deep understanding of Machine Learning and Deep Learning algorithms, especially their application in Natural Language Processing.

• Published high-quality academic papers in top international conferences (e.g., ACL, EMNLP, NAACL, NeurIPS, ICLR) or journals.

• Bonus: unique understanding, models, or systematic work in related Natural Language Processing subfields.

• Bonus: led large Natural Language Processing related projects, including large language model training and data cleaning, complex human-computer interaction systems.

Other Requirements:

• Excellent Chinese and English expression skills, good teamwork spirit.

• Strong curiosity and innovative spirit, able to continuously explore new research directions and technological applications.

Responsibilities:

• Conduct cutting-edge research and technology development in natural language frontier areas such as value alignment, efficient language modeling, explainable large models, long-text understanding and reasoning, lead, collaborate and execute to advance frontier research in Natural Language Processing.

• Write high-quality academic papers, actively participate in submissions and publications to top international conferences and journals, enhance the lab's academic influence.

• Collaborate closely with product, engineering, and data teams to apply research results to actual products, promoting technology implementation.

• Participate in academic conferences, seminars, and internal technical sharing sessions, continuously track industry trends, and promote the team's technical level.

Education Requirements:

• Bachelor's degree or above in Computer Science or related fields.

Experience Requirements:

• Experience in system or platform development using C/C++/Golang.

• Experience in Linux environment development and deployment.

• Experience in big data parallel processing and distributed computing.

• Bonus: familiar with mainstream cloud computing platforms. Bonus: familiar with real-time stream processing systems. Bonus: familiar with network communication and socket programming. Bonus: familiar with building and maintaining high-reliability services. Bonus: familiar with basic AI and ML concepts.

Responsibilities:

• Establish general Artificial Intelligence operating systems and related data and service platforms, tasks include: cognitive Artificial Intelligence system architecture and communication protocols, microservice encapsulation and deployment, cloud-edge collaboration, real-time interactive information processing and task planning, offline data mining and machine learning.

Education Requirements:

• Master's degree or above in Computer Science, Software Engineering, Mathematics or related fields.

Experience Requirements:

• At least some accumulation in one NLP area.

• Basic Natural Language Processing knowledge and Machine Learning fundamentals, understanding of common language models like transformer, seq2seq, proficient in PyTorch, Transformers and other deep learning frameworks.

• Proficient in vllm, peft, trl and other language model frameworks preferred.

• Practical experience in pre-trained language models, large language model fine-tuning, multimodal language model training preferred.

• Experience in AI related app development, participated in AI/ML related GitHub projects with 100+ stars preferred. Published papers in AI journals/conferences like ACL, EMNLP, NAACL, CoLM, ICLR, ICML, NeurIPS preferred.

Other Requirements:

• Excellent Chinese and English expression skills, good teamwork spirit.

Responsibilities:

• Track latest Natural Language Processing research progress, conduct algorithm reproduction, migration and debugging for typical tasks such as multimodal modeling, human-computer interaction, natural language inference.

• Collaborate with team members on academic research and frontier exploration in Natural Language Processing.

• Lead or participate in the design and development of platforms or systems, promote the implementation of Natural Language Processing basic model algorithms.

Education Requirements:

• Bachelor's degree or above in Computer Science or related fields.

Experience Requirements:

• 5+ years of software testing experience.

• Experience in building testing systems from scratch, test development experience in large-scale software projects or systems.

• Familiar with open-source testing frameworks and Linux development tools, familiar with at least one scripting language: Shell, Python, etc.

• Deep understanding of software testing basic theories, familiar with relevant testing methods.

• Familiar with at least one automated testing tool, capable of independently completing automated tests. Bonus: understanding of at least one deep learning training framework, such as TensorFlow, PyTorch, Caffe. Bonus: certain algorithm/model implementation capability, experience in deep learning coding and debugging.

Other Requirements:

• Good learning, communication, and collaboration skills.

Responsibilities:

• Build research institute's platform testing system, covering unit testing, integration testing, regression testing, etc.

• Responsible for testing research institute's system platforms and algorithm platforms, follow up on the entire testing process, ensure system functionality, performance, and stability.

• Construction and maintenance of internal testing environment, test case management, etc.

• Participate in project or task reviews, formulate test plans, assist software engineers and algorithm engineers in improving platform quality, and design quality assurance and testing strategies for different functions.

Experience Requirements:

• Rich customer resources in energy, transportation, manufacturing, logistics, cultural tourism and other industries.

• Strong market analysis and customer management skills.

• Understanding of technologies and products in Artificial Intelligence, intelligent agents, embodied Artificial Intelligence, intelligent systems.

Other Requirements:

• Good communication and negotiation skills, good at discovering customer needs and scenarios.

• Strong sense of responsibility, able to withstand work pressure.

• Teamwork spirit, able to collaborate with team members.

• Passion for sales work, willing to challenge sales targets.

Responsibilities:

• Responsible for market development and customer expansion, establishing good customer relationships.

• Understand customer needs, provide professional product knowledge and sales advice.

• Participate in formulating sales strategies and plans, achieve sales targets.

• Collect market information, promptly feedback to the team, provide references for product optimization.

• Assist customers with after-sales service, improve customer satisfaction.

Education Requirements:

• Master's degree or above in Computer Science or Mathematics.

Experience Requirements:

• Professional knowledge in computer vision, Natural Language Processing, multimodal pre-training and other related fields.

• In-depth research in one or more areas of computer vision, Natural Language Processing, multimodal, deep learning, including but not limited to: image/video understanding, detection, segmentation, action recognition, multimodal, RAG, few-shot learning.

• Familiar with training and deployment of one or more framework models in PyTorch/TensorFlow, understanding of mixed-precision training, distributed training, TensorRT deployment.

• Strong model development and tuning capabilities, project experience in video content understanding or multimodal retrieval preferred.

• Winners in competitions like Kaggle, COCO, ActivityNet, ICPC, NOI/IOI preferred.

Other Requirements:

• Strong ability to model business problems into algorithm models, strong technical curiosity, self-drive and enterprising spirit, able to timely pay attention to and learn industry best practices preferred.

Responsibilities:

• Responsible for multimodal/CV/NLP algorithm application research and implementation in various business scenarios, including but not limited to risk mining/hotspot discovery/information retrieval/knowledge graph/intelligent dialogue.

• Track the latest research results in multimodal field to continuously improve algorithm application effects, research directions include but are not limited to multimodal VLMs, LLM and other frontier technologies.

• Deeply participate in product R&D projects, work closely with product managers/business R&D/business quality/operations to improve overall project efficiency and benefits.

• Responsible for tracking and evaluating algorithm effects and performance, continuously optimizing and improving algorithms, solving problems and challenges in algorithms.

Experience Requirements:

• Solid Python engineering skills: type annotation, exception design, structured logging, code readability and layered design.

• Asynchronous concurrency experience: deep understanding of asyncio (Task, Queue, Event, Lock/Barrier, timeout and cancellation), able to implement highly reliable asynchronous pipelines.

• Event-driven & communication: familiar with pub/sub and RPC (gRPC/WebSocket/Kafka/NATS or one of them).

• Quality and testing: able to write stable tests and mocks for asynchronous logic; experience in CI/CD practices and performance analysis/optimization.

• Low-latency real-time system experience (audio/video/streaming data/command closed-loop or one of them); Decision module development experience (large models, reinforcement learning, rule engines, behavior trees, etc.)

Other Requirements:

• Cross-team collaboration and technical documentation writing skills.

Responsibilities:

• Design/implement asyncio-based action execution pipelines: concurrent scheduling, order guarantee, timeout and cancellation, failure recovery and retry. Establish event-driven mechanisms.

• Interface with external services (such as gRPC/WebSocket/HTTP streaming interfaces), manage connection lifecycle and resources; handle high-frequency state/message streams. Unify serialization/deserialization and protocol constraints, ensuring latency, throughput and stability.

• Develop agent-driven algorithms based on various technologies (large models, reinforcement learning, behavior trees, etc.).

• Based on existing simulation platforms, develop specific atomic actions as required by the project. Generate environment assets through motion capture data or extracting skeletal point data from video streams.

• Improve logging, metrics, tracing, and alerts; build an observable panel for asynchronous links. Establish unit/integration/stress test baselines, locate and solve race conditions, deadlocks and other problems.