10,034 Feature Engineering jobs in India
Director - Algorithm Development
Posted 3 days ago
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Applied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips - the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world - like AI and IoT. If you want to work beyond the cutting-edge, continuously pushing the boundaries of science and engineering to make possible the next generations of technology, join us to Make Possible® a Better Future.
**What We Offer**
Location:
Bangalore,IND
At Applied, we prioritize the well-being of you and your family and encourage you to bring your best self to work. Your happiness, health, and resiliency are at the core of our benefits and wellness programs. Our robust total rewards package makes it easier to take care of your whole self and your whole family. We're committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our benefits ( .
You'll also benefit from a supportive work culture that encourages you to learn, develop and grow your career as you take on challenges and drive innovative solutions for our customers. We empower our team to push the boundaries of what is possible-while learning every day in a supportive leading global company. Visit our Careers website to learn more about careers at Applied.
**Job Expectations**
The candidate will be responsible for leading a team of data scientists who provide analytics services for Applied Materials' installed base. The deliverables include developing new service capabilities, piloting them, and commercializing them in partnership with Engineering and Service Product Managers. The team will work with field engineers and product engineering teams to understand the requirements, bring forward creative ideas, develop proofs-of-concept, architect, design, develop, and modify algorithms into production code, provide production support, and train end-users. The skill sets in the team include descriptive statistical analysis, predictive statistical analysis using AI/ML, data visualization and analytics process automation, data cleansing, complex image processing, and text processing. Candidate should be willing to learn and adopt semiconductor industry as their career domain.
**Key Responsibilities**
Responsible for managing completion of assignments, projects and programs to support Applied's service business. Scope of algorithm development includes research, design, code development, implementation, and proliferation. Execute projects as needed to support the business. Review and monitor progress to milestones on development programs. Develop roadmaps for algorithmic development programs. Oversee algorithmic concept and feasibility for algorithmic modules, including problem statement definition, data gathering, literature review, concept selection, risks, and implementation constraints. Oversee documentation of algorithmic development and deployment, including integration into required systems, user testing, and user training. Oversee software and hardware implementation. Interact with internal and external customers to define gaps, identify opportunities, define program scope and deliverables, and proliferate solutions to the user base. Present to management for project reviews, interact with project stakeholders, run regular cadence meetings and work in alignment with team and organization goals. Responsible for technical development of team, objective setting, and performance management. Develop growth plan for the team, including identification of new areas of impact.
**Requirements**
Preferred programming and data science skills include: Python, C++, Unix, Image Processing, Deep Learning, AI/ML, NLP, GenAI, Text Mining, Database Design and Management, Web Scraping, GPU Optimization. Proficient in business processes and software such as Microsoft Word/ Excel/ Powerpoint/ Teams, Atlassian JIRA and Confluence. Highly organized and detail-oriented. Ability to build and maintain positive and productive inter-departmental working relationships. Ability to work in a cross-functional organization and multitask on multiple projects. Drive team members to deliver programs on time and on budget. Excellent oral and written communication, organizational, analytical, and interpersonal skills. Interest in building a career in the semiconductor industry.
**Functional Knowledge**
Demonstrates comprehensive understanding of concepts and principles within own job family and knowledge of other related job families.
**Business Expertise**
Applies in-depth understanding of how own discipline integrates within the segment/function.
**Leadership**
Manages multiple related teams, sets organizational priorities and allocates resources.
**Problem Solving**
Identifies and resolves complex technical, operational and organizational problems.
**Impact**
Impacts the business results of a team or area by supporting and funding of projects, products, services and/or technologies and developing policies and plans.
Guided by business unit, department or sub-functional business plans.
**Interpersonal Skills**
Influences others internally and externally, including senior management.
Position requires understanding of Applied Materials' global Standards of Business Conduct and compliance with these standards at all times. This includes demonstrating the highest level of ethical conduct reflecting Applied Materials' core values.
**Education**
Bachelor's, Master's, or Ph.D. Degree in Computer Science, Mathematics, or Engineering with a concentration in data science or AI/ML.
**Experience: >** **15 years of experience**
Computer Science/ Mathematics/ Engineering background with **>15 years** of experience in performing statistical analysis, designing and developing Image Processing/ Computer Vision Algorithms, handling and analyzing large volumes of data. Semiconductor background is an added advantage. Prior team leadership experience is required.
**Additional Information**
**Time Type:**
Full time
**Employee Type:**
Assignee / Regular
**Travel:**
Yes, 20% of the Time
**Relocation Eligible:**
Yes
Applied Materials is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, national origin, citizenship, ancestry, religion, creed, sex, sexual orientation, gender identity, age, disability, veteran or military status, or any other basis prohibited by law.
Analyst, Algorithm Development(CUDA)
Posted today
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Job Description
Description
/Preferred QualificationsKey Responsibilities
Required Qualifications
Preferred Qualifications (Nice-to-Haves)
.
Minimum Qualifications
Master's Level Degree and 0 years related work experience; Bachelor's Level Degree and related work experience of 2 years
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
Signal Processing Algorithm Development Engineer
Posted 3 days ago
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Job Description
Your career starts here! This is an exciting opportunity to design and develop innovative software solutions that drive TI's revolutionary product lines. We change lives by working on the technologies that people use every day. Are you ready for the challenge?
The Consumer Audio Amplifier and Haptics product line is hiring an Audio DSP Algorithm engineer to support its Smart Amplifier and haptics products. In this role you will be part of a team that develops and implements real-time audio processing solutions to deliver innovative audio and actuator controls through audio amplifiers and haptics. Candidate will be responsible for designing developing, optimizing, debugging and testing Audio and Haptics including speaker protection, audio enhancements, Haptics control and non-linear control algorithms. The candidate should be proficient in Matlab/Simulink, Python, embedded C. Engineer will collaborate with multiple teams across design, systems and application to integrate the algorithm on TI audio devices.
**Key responsibilities include:**
+ Design and implement Speech, Audio and haptics algorithms on Matlab/Simulink/Python and Implement on embedded C, neural network accelerators based Digital Signal Processors
+ Develop and optimize algorithm DSP algorithms to ensure real-time performance and minimal latency using signal processing and machine learning techniques
+ Participate in code reviews and create documentation for projects including block diagrams, state diagrams, coding specifications and product descriptions
+ Develop unit tests and performance benchmarks to validate algorithm performance and robustness. Analyze and debug issues related to audio quality and system performance
**Why TI?**
+ Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
+ We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours. Meet the people of TI ( Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
**About Texas Instruments**
Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, communications equipment and enterprise systems. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com .
Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment.
If you are interested in this position, please apply to this requisition.
**Minimum Requirements:**
+ Master's degree with specialization in signal processing
+ 3+ years' experience in Audio signal processing algorithm development
+ MATLAB, Python, C programming experience required
+ Experience in audio, speech, DSP, and embedded systems.
+ Deep understanding of Signal processing, DSP fundamentals, Deep Neural Network preferably in audio
+ Hands-on experience in signal processing techniques such as digital filter design (IIR, FIIR), adaptive filtering, sub-band processing, frequency domain processing and non-linear compensation
+ Strong debugging/trouble-shooting skills of embedded systems
**Preferred Qualifications:**
+ Experience with digital signal processing techniques
+ Bringing up audio hardware and prototyping systems
+ Ability to work with a cross domain teams or independently as needed
+ Knowledge of AI/ML algorithms and tools such as PyTorch/Tensorflow, deep learning or natural language processing and familiarity with common neural network architectures namely LSTMs, CNNs and RNN is a plus
**ECL/GTC Required:** Yes
Algorithm Development Specialist – Optimization Tools
Posted today
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Description
:The opportunity:
We are looking for a highly analytical and creative Mathematician or Physicist or Engineer to join our cross-functional optimization team. This role will focus on developing, validating, and refining mathematical models and algorithms that drive optimization across product design, manufacturing processes, and material systems. Working closely with mechanical/electrical engineers and software developers, you will play a critical role in enabling data-driven decision-making and computational efficiency in areas such as lead time reduction, material and weight optimization, process improvement, and chemical composition refinement.
How you’ll make an impact:
Develop and formalize mathematical models and optimization algorithms to support engineering objectives such as lead time reduction, material efficiency, and process optimization.
Collaborate with mechanical/electrical engineers to translate physical system constraints and performance goals into solvable mathematical formulations.
Work with software developers to integrate algorithms into custom tools and platforms, ensuring computational efficiency and scalability.
Continuously validate and improve existing algorithms in the Optimization System using real-world data, simulations, and feedback from engineering teams.
Apply principles from applied mathematics, physics, and numerical methods to solve complex multi-variable optimization problems across design, manufacturing, and materials domains.
Support the development of predictive models and simulations for chemical composition optimization and structural performance.
Responsible to ensure compliance with applicable external and internal regulations, procedures, and guidelines.
Living Hitachi Energy’s core values of safety and integrity, which means taking responsibility for your own actions while caring for your colleagues and the business.
Your background:
Master’s or Ph.D. in Mathematics, Physics, Applied Mathematics, or a related field.
Bachelor’s degree in any engineering or a related field, with 3 to 6 years of relevant experience
Strong foundation in optimization theory, numerical methods, and mathematical modelling.
Experience with programming languages such as Python, MATLAB for algorithm development.
Ability to work collaboratively in a multidisciplinary team involving engineers and software developers.
Excellent analytical thinking, problem-solving, and communication skills.
Ability to work independently and as part of a team in a fast-paced environment.
Proficiency in both spoken & written English language is required
Qualified individuals with a disability may request a reasonable accommodation if you are unable or limited in your ability to use or access the Hitachi Energy career site as a result of your disability. You may request reasonable accommodations by completing a on our website. Please include your contact information and specific details about your required accommodation to support you during the job application process.
This is solely for job seekers with disabilities requiring accessibility assistance or an accommodation in the job application process. Messages left for other purposes will not receive a response.
Senior Analyst, Algorithm Development Engineering
Posted today
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Job Description
Description
/Preferred QualificationsCompany Overview
KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and in 2019 we invested 15% of sales back into R&D. Our expert teams of physicists, engineers, data scientists and problem-solvers work together with the world’s leading technology providers to accelerate the delivery of tomorrow’s electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.
Group/Division
With over 40 years of semiconductor process control experience, chipmakers around the globe rely on KLA to ensure that their fabs ramp next-generation devices to volume production quickly and cost-effectively. Enabling the movement towards advanced chip design, KLA's Global Products Group (GPG), which is responsible for creating all of KLA’s metrology and inspection products, is looking for the best and the brightest research scientist, software engineers, application development engineers, and senior product technology process engineers. The LS-SWIFT Division of KLA’s Global Products Group provides patterned wafer inspection systems for high-volume semiconductor manufacturing. Its mission is to deliver market-leading cost of ownership in defect detection for a broad range of applications in the production of semiconductors. Customers from the foundry, logic, memory, automotive, MEMS, advanced packaging and other markets rely upon high-sample wafer inspection information generated by LS-SWIFT products. LS (Laser Scanning) systems enable cost-effective patterned wafer defect detection for the industry’s most sophisticated process technologies deployed in leading-edge foundry, logic, DRAM, and NAND fabs. SWIFT (Simultaneous Wafer Inspection at Fast Throughput) systems deliver all-wafer-surface (frontside, backside, and edge) macro inspection that is critical for automotive IC, MEMS, and advanced packaging processes as well as foundry/logic and memory fabs. LS-SWIFT operates from a global footprint that includes the US, Singapore, India and Germany, and serves a worldwide customer base across Asia, Europe and North America.
Responsibilities
Design, development and implementation of cutting-edge deep computer vision, signal processing, traditional machine learning or image processing algorithms.
Rapid prototyping and validation of new image processing, machine learning related ideas.
Develop end to end solutions that are holistic considering the system, imaging pipeline, the user experience and the end application requirement
Work in a highly cross functional organization to participate/drive systems integration of algorithms.
Write robust production quality code.
Own prototype to production of algorithms
Strong background in one or more of the following areas:
Signal processing, machine Learning, deep learning, computer vision, image processing
Proficiency in C/C++, Matlab, python and object-oriented design
Experience in design and rendering software is a plus
Knowledge of common deep learning frameworks like TensorFlow, PyTorch
Ability to formulate problems into mathematical equations.
Team player with excellent written and verbal communication skills.
Ability and willingness to travel worldwide to support demos and projects at customer sites.
Minimum Qualifications
Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
Lead Analyst, Algorithm Development Engineering
Posted today
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We are seeking a highly talented individual for a software algorithm engineering position in MACH Division.
The successful candidate will join a world-class team of algorithm and software engineers to design deep learning, machine learning, image processing and related algorithms for wafer inspection and metrology applications.
- A key qualification of the candidate is the ability and passion to create new ideas, analyze complex systems, formulate mathematical solutions and implement machine learning workflows that are practical for use in production.
- The candidate is expected to possess good oral and written communications skills, and domestic or international travel involved for up to 20% (supporting customer betas or visiting/training in Asia/US, etc.)
Detailed responsibilities include:
- Evaluating and improving DL/ML training sets and associated workflow processes
- Evaluating and improving DL/ML learning model performance
- Comparing and assessing various DL/ML learning models
- Evaluating and implementing algorithms to improve signal to noise ratio from variety of image conditions (i.e., extracting information from noisy images)
- Working with local and global teams in all phases of product lifecycles
- Working with product engineering teams to define performance specifications and deliver to those specifications
- Providing technical support during product demos and beta testing, working with domain experts from other functional teams on customer engagement projects
Minimum Qualifications / Preferred Qualifications
- Strong background in at least one of the following areas: image processing, computer vision, pattern recognition
- Excellent mathematical and analytical skills
- Proficiency in C/C++, Python, Linux shell scripting, and object-oriented programming
- Ability to learn/ work with source code control software
- Good oral and written communications skills
- Ability to manage multiple tasks and prioritize work
Minimum Qualifications
- New college graduates in any of the following degree: Ph.D., Dual Degree, Masters, or Bachelors. (Candidates from EE, CS and Mathematics background would be preferred)
Skills Required
Deep Learning, Image Processing, Machine Learning, Computer Vision, C++, Python
Signal Processing Algorithm Development Engineer
Posted today
Job Viewed
Job Description
Job Description
Change the world. Love your job.
Your career starts here! This is an exciting opportunity to design and develop innovative software solutions that drive TI&aposs revolutionary product lines. We change lives by working on the technologies that people use every day. Are you ready for the challenge
The Consumer Audio Amplifier and Haptics product line is hiring an Audio DSP Algorithm engineer to support its Smart Amplifier and haptics products. In this role you will be part of a team that develops and implements real-time audio processing solutions to deliver innovative audio and actuator controls through audio amplifiers and haptics. Candidate will be responsible for designing developing, optimizing, debugging and testing Audio and Haptics including speaker protection, audio enhancements, Haptics control and non-linear control algorithms. The candidate should be proficient in Matlab/Simulink, Python, embedded C. Engineer will collaborate with multiple teams across design, systems and application to integrate the algorithm on TI audio devices.
Key Responsibilities Include
- Design and implement Speech, Audio and haptics algorithms on Matlab/Simulink/Python and Implement on embedded C, neural network accelerators based Digital Signal Processors
- Develop and optimize algorithm DSP algorithms to ensure real-time performance and minimal latency using signal processing and machine learning techniques
- Participate in code reviews and create documentation for projects including block diagrams, state diagrams, coding specifications and product descriptions
- Develop unit tests and performance benchmarks to validate algorithm performance and robustness. Analyze and debug issues related to audio quality and system performance
Minimum Requirements:
- Master's degree with specialization in signal processing
- 3+ years' experience in Audio signal processing algorithm development
- MATLAB, Python, C programming experience required
- Experience in audio, speech, DSP, and embedded systems.
- Deep understanding of Signal processing, DSP fundamentals, Deep Neural Network preferably in audio
- Hands-on experience in signal processing techniques such as digital filter design (IIR, FIIR), adaptive filtering, sub-band processing, frequency domain processing and non-linear compensation
- Strong debugging/trouble-shooting skills of embedded systems
- Experience with digital signal processing techniques
- Bringing up audio hardware and prototyping systems
- Ability to work with a cross domain teams or independently as needed
- Knowledge of AI/ML algorithms and tools such as PyTorch/Tensorflow, deep learning or natural language processing and familiarity with common neural network architectures namely LSTMs, CNNs and RNN is a plus
Why TI
- Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
- We&aposre different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours. Meet the people of TI
- Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, communications equipment and enterprise systems. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com .
Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment.
If you are interested in this position, please apply to this requisition.
About The Team
TI does not make recruiting or hiring decisions based on citizenship, immigration status or national origin. However, if TI determines that information access or export control restrictions based upon applicable laws and regulations would prohibit you from working in this position without first obtaining an export license, TI expressly reserves the right not to seek such a license for you and either offer you a different position that does not require an export license or decline to move forward with your employment.
Skills Required
Embedded Systems, C Programming, Matlab, Python
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Analyst, Algorithm Development (Optical Modeling)
Posted today
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Description
/Preferred QualificationsKey Responsibilities
Required Qualifications
Preferred Qualifications (Nice-to-Haves)
.
Containerization & Cloud: Experience with container technologies (Docker) and orchestration (Kubernetes) for deploying microservices is a plus. Familiarity with cloud services or infrastructure (Azure, AWS, etc.) for scalable deployment environments
Minimum Qualifications
Master's Level Degree and 3+ years related work experience; Bachelor's Level Degree and 5+ years of professional algo development experience focusing on Graph algorithms, spatial data structures, and numerical optimization with efficient handling of geometric queries and transformations. Proven track record of delivering software projects from design to deployment.
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
Senior Analyst, Algorithm Research & Development (AI)
Posted today
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Job Description
Come join our high performing team consisting of PhDs, machine vision and algorithm engineers building the next generation of AI enabled semiconductor inspection equipment.
The successful candidate will grow their career in the LS-SWIFT algorithms group in Chennai, India engaged in the following activities:
- Collaborate with KLA's AI and HPC centers of excellence
- Further product roadmaps through applied R&D
- Drive innovation through hackathons and engineering conferences
- Further KLA's technical IP portfolio through generating patent filings
Minimum Qualifications
- Doctorate (Academic) Degree and 0 years related work experience
- Masters Level Degree and related work experience of 3 years
- Bachelors Level Degree and related work experience of 5 years
Skills Required
r&d, Ai, Algorithm Development, Machine Vision
Data Analysis
Posted today
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Job Description
**Responsibilities**:
- Enhances the organization's human resources by planning, implementing, and evaluating employee relations and human resources policies, programs, and practices.
- Maintains the work structure by updating job requirements and job descriptions for all positions.
- Prepares employees for assignments by establishing and conducting orientation and training programs.
- Manages a pay plan by conducting periodic pay surveys; scheduling and conducting job evaluations; preparing pay budgets; monitoring and scheduling individual pay actions; and recommending, planning, and implementing pay structure revisions.
- Ensures planning, monitoring, and appraisal of employee work results by training managers to coach and discipline employees; scheduling management conferences with employees; hearing and resolving employee grievances; and counselling employees and supervisors.
- Implements employee benefits programs and informs employees of benefits by studying and assessing benefit needs and trends; recommending benefit programs to management; directing the processing of benefit claims; obtaining and evaluating benefit contract bids; awarding benefit contracts; and designing and conducting educational programs on benefit programs.
- Ensures legal compliance by monitoring and implementing applicable human resource federal and state requirements, conducting investigations, maintaining records, and representing the organization at hearings.