Algorithm Engineer Resume Sample
Claire Collins
88819 Sophie Summit,
Phoenix,
AZ
+1 (555) 666 7943
Work Experience
Senior Algorithm Engineer
09/2016
-
PRESENT
Detroit, MI
- Good chemical understanding of Li Ion and related cell chemistries
- Good Electrical engineering background to understand impact of load behaviors on battery performance estimation
- Excellent experience in developing solutions and validating them using control theories like Kalman filters, state observers and others
- Experienced in various test tools like battery testers, EIS and others to evaluate algorithm performance in the batteries
- Experience in writing efficient codes to analyze large data sets
- Expertise in C programming in a Unix-derivative environment highly desirable
- Master of Science in Applied Physics, Mechanical, Electrical, Aerospace, or Computer Engineering, or a related Engineering field from an ABET accredited university
Algorithm Engineer
02/2012
-
04/2016
Los Angeles, CA
- Experience in multibody system dynamics
- Assist SDK team, Platform team and hardware design team with algorithm implementation and validation
- Perform image quality tuning and measurement
- Implements or modifies existing algorithms to analyze histopathology images and data
- Collaborates with other members of a project team to meet defined scientific and technical goals/requirements
- Self initiative and at self managed with small or medium issues resolutions
- Perform algorithm documentation
- Responsible for algorithm design, development, implementation, testing, and documentation for Biomedical Signal Processing systems
Advanced Algorithm Engineer
04/2006
-
09/2011
Chicago, IL
- Perform data collection, analysis, and estimation techniques
- Expertise in data analysis and data mining
- Develop algorithm calibrations for specific vehicle platforms, by exercising performance algorithms with Software-in-the-Loop development tools, using customer-provided crash data sets
- Present, discuss and negotiate with customers the sensing performance of the calibrated algorithms, and obtain authorization for release to pre-production and production vehicle builds
- Experience or university coursework in Systems, Dynamics, and Controls
- Understanding of embedded-controller digital signal processing, sampling, filtering techniques
- Hands-on experience with Matlab/Simulink, C/C++, Perl / Python programming languages
- Analyze signals from various sensors to develop concepts useful for event discrimination
- Analyze new algorithm performance requirements to determine functional gaps against existing designs. Develop algorithm solutions to close the gaps accordingly
Education
Waynesburg University
2002 - 2006
Engineer's Degree in Engineering
Professional Skills
- Excellent skills in communication and giving technical presentations - High level of mathematical and advanced analytical interpretation capabilities
- Comprehensive troubleshooting and debugging skills
- Radar signal processing algorithm experience. Signal processing algorithm experience
- Prior experience of working in a team and handling multiple projects
- Advanced Matlab and C/C++ programming skills
- Computer skills C, C++ with ability to learn new programming languages
- Excellence in both problem solving and math skills
How to write Algorithm Engineer Resume
Algorithm Engineer role is responsible for programming, c/c++, languages, design, matlab, software, engineering, wireless, algorithms, python.
To write great resume for algorithm engineer job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Algorithm Engineer Resume
The section contact information is important in your algorithm engineer resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Algorithm Engineer Resume
The section work experience is an essential part of your algorithm engineer resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous algorithm engineer responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular algorithm engineer position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Algorithm Engineer resume experience can include:
- Excellent self-starter with good problem solving skills
- Experience in OpenCL and strong software skills e.g. C/C++
- Strong programming skills in C/C++ and in a rapid prototyping environment
- Skills and experience in FPGA or ASIC design using Verilog/VHDL and related design flows are desirable
- Strong programming skills in C/C++, CUDA, Python or Matlab
- Develop tools to effectively validate new features
Education on an Algorithm Engineer Resume
Make sure to make education a priority on your algorithm engineer resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your algorithm engineer experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Algorithm Engineer Resume
When listing skills on your algorithm engineer resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical algorithm engineer skills:
- Good understanding of scientific principles; good analytical and mathematical skills
- Strong hands-on programming experience in MATLAB and its various toolboxes for prototyping, testing and validation of signal processing algorithms
- Excellent analytical, problem solving, learning-by-doing skills
- Strong hands on experience in design, optimization, and validation of digital signal processing algorithms
- Strong experience in C/C++ programming language. Strong knowledge of embedded systems development tools
- Experience with picking and applying good software practices like test driven development (TDD), continuous integration and continuous delivery
List of Typical Experience For an Algorithm Engineer Resume
1
Experience For Senior Algorithm Engineer Resume
- Excellent communication and relationship skills & a strong team player
- Good C/C++ design and development skills
- Strong C/C++ coding experience in a Linux platform
- Strong experience in mathematical modeling and computer simulation in MATLAB
- Strong knowledge and working experience in Visual Studio 2008/2012/2017, Visual Studio .NET 2003 & 2005, Apache Web server
- Experience in embedded microcontroller systems (such as ARM microcontrollers) and respective development tools. Experience with DSPs
- Experience working with Agile methods, including Extreme Programming (XP), Scrum and/or Kanban
2
Experience For Principal Algorithm Engineer Resume
- A solid understanding of Hadoop, Hive and Map/Reduce programming is desirable
- Strong knowledge of design patterns, refactoring and unit testing
- Signal processing algorithm development is required; radar signal processing algorithm development experience is highly desired
- Good understanding of software fundamentals including design, algorithm development, data structures, code modularity, and maintainability
- Experience with radar, electromagnetics, signal processing, acoustics, control theory, image processing, optimization
- Ph,D. or MS with equivalent practical experience in Computer Science or Electrical Engineering or related disciplines such as Applied Mathematics/Statistics
- Excellent understanding of projective geometry, linear algebra, non-linear optimization and numerical methods
3
Experience For Gnss Systems/algorithm Engineer m/f Resume
- Experience take initiative and contributing in a team-oriented environment
- Excellent conceptual, analytical and problem solving ability
- Strong foundation in deterministic, statistical signal processing and optimization
- Experience with data analysis/data mining
- Comprehensive experience in using a disciplined software development process based on ASPICE or CMMi process model
- Experience in OpenCL and parallel computing
4
Experience For Advanced Algorithm Engineer Resume
- Experience in algorithm research and implementations and C/C++/Python programming
- Experience in data analysis of static and dynamic optical signals for parameter estimation
- Experience with data analysis and visualization
- Experience with volumetric data (CT, MRI etc.) is desirable
- Experience with Intel IPP, TBB and Linux is desirable
- Proven track record (products /publications/patents) in computational photography, optoelectronic device, and computer graphics
5
Experience For Algorithm Engineer Autonomous Driving & Future Mobility Resume
- Enthusiastic about improving customer search experience
- Design, develop and validate new computer vision algorithm features including but not restricted to
- Experience with SVMs, neural networks, k-means clustering, EM models is helpful
- Ph.D. desired, or 5+ years of experience in algorithm development
- Combined vision algorithm and software design experience
- Experience with Matlab and C / C++ required, script languages and low level work beneficial
- Working knowledge and theoretical understanding of image analysis, pattern recognition, machine learning, computer vision, and data mining methods
- Understanding and following of software engineering practices for prototyping and commercial product development languages
- Planning, tracking and reviewing of the algorithm development
6
Experience For Imaging Algorithm Engineer Resume
- Supporting the team collaboration, coaching and mentoring where necessary
- Developing and prototyping novel algorithms for various computer vision and deep learning projects
- Designing and developing radar signal processing algorithms
- Designing, developing, and running radar system simulations
- Developing, tracking, and presenting technical metrics
7
Experience For Autonomous Driving Algorithm Engineer Resume
- Performing trade studies, requirements development, engineering design as well as software development processes and modeling is also required
- Mining big data to understand user behaviors and patterns of eBay's search engine and leverage the insights to improve search-ranking algorithms
- Working knowledge of C programming
- Presenting results during internal and external program meetings
- Using judgment to plan cost and schedule of modeling and simulation activities
8
Experience For Adas Algorithm Engineer Resume
- Modeling (Matlab, Simulink, Stateflow), PI control, Linear control, Digital Filtering
- Developing Algorithm Description Documents (ADDs) and related Systems Engineering products
- Using simulation to predict system performance
- Analyzing data collected in design verification test efforts
- Working successfully in a small team environment
- Using a simulation to predict system performance
- Programming language: C/C++, MATLAB
- Understanding of thermodynamics, heat transfer, fluid dynamics
- Working knowledge of geometrical or tissue optics
9
Experience For Principal Algorithm Engineer, Sequencing Resume
- Working in an integrated team environment with other systems, software and specialty engineers to develop solutions
- Existing U.S. security clearance
- Cooperating with other related teams within Intel's global organization
- Leading research and exploration of the next-generation of search technologies
- Generating of overall know how regarding vehicle safety and restraint systems
- Maintaining systems by monitoring and correcting critical software defects
10
Experience For Algorithm Engineer Senior Resume
- Embedding real time perception algorithms
- Developing autonomous vehicle simulation software
- Design and development of new restraint system algorithms, leveraging the latest sensing technologies -- including those supporting autonomous driving
- Provide on-going tracking and monitoring of performance of deployed decision systems and statistical models. LI-YN1
- Develop new algorithms for blood cell classification using machine learning techniques and clustering
List of Typical Skills For an Algorithm Engineer Resume
1
Skills For Senior Algorithm Engineer Resume
- Good programming skills are required; capable of implementing algorithms in C++
- Demonstrate great teamwork, outstanding communication skills, and willingness to learn
- Good communications skills, both verbal and written in English and Chinese
- Working experience in product design control process with experience authoring product requirements, test protocols and reports
- Strong hands-on programming experience in C/C++
2
Skills For Principal Algorithm Engineer Resume
- Effectively communicate with senior management, colleagues, the open source community, and academia
- Experience with atleast 5 years Software development experience in related field
- Excellent skill sets in Matlab, C++ or Python
- Working experience with Matlab/Simulink, Targetlink Auto-code generation, embedded C/C++ and model-based development processes
- Willing to study new technology, communicate & cooperate.
3
Skills For Gnss Systems/algorithm Engineer m/f Resume
- Software/systems engineering experience including developing new and integrating existing radar signal processing and tracking systems
- This is an individual technical contributor role that requires at least 7+ years experience in designing signal processing and wireless communications systems
- MS in Electrical Engineering, Computer Science, Computer Engineering, Mathematics, or equivalent practical experience
- Experienced in designing prototypes and algorithms for non-invasive sensing of physiological parameters
- Experience in designing prototypes and algorithms for non-invasive sensing of physiological parameters
4
Skills For Advanced Algorithm Engineer Resume
- Good programming technique on C/C++. Matlab, Python scripting is essential
- High level of critical thinking and problem solving abilities (demonstrated in actual implementation of basic algorithms)
- Strong theoretical knowledge of machine learning, deep learning, and other AI algorithms
- Design, develop and validate new radar algorithm features such as environment modeling, object tracking, object classification, road feature detection, etc
- Strong background in Image Processing, Computer Vision, Machine Learning, Statistics and Applied Mathematics
- Good codding abilities, proficient in C/C++ and in a rapid prototyping environment
- Hands-on experience with big data processing, e.g. Hadoop, Pig/Hive, SQL is necessary. Familiar with Java, Python or other programming languages
5
Skills For Algorithm Engineer Autonomous Driving & Future Mobility Resume
- Demonstrable experience working in and leading team efforts
- Experienced with source control systems (e.g. Git, Subversion) and bug tracking (e.g. Jira, Bugzilla)
- Cooperate with development teams working on related software and hardware components
- Experience with (Automotive) Software Engineering Processes (V-Cycle)
- Experience in statistics, data analysis, or machine learning
6
Skills For Imaging Algorithm Engineer Resume
- First-hand experience with a variety of machine learning and control techniques
- Extensive experience working in the missile defense domain, specifically in the resource management of sensors and related algorithms
- Experience working in an integrated team environment with other systems, software and specialty engineers to develop solutions
- Experience with (Automotive) Software Engineering -Processes (V-Cycle)
- Experience with (Automotive) Software Engineering Processes (V-Cycle)
- Experience with Python, Simulink, SQL, C++, Linux, Robot Operating System(ROS)
- 8 – 13 years’ experience in a related engineering field
- Relevant experience regarding the Responsibility / Activities (listed above) in R&D/ serial development. Automotive electronic (mandatory)
7
Skills For Autonomous Driving Algorithm Engineer Resume
- Relevant experience regarding the Responsibility / Activities (listed above) in R&D/ serial development. Automotive electronic (mandatory)
- Experience with machine learning techniques, algorithms, and related development environments
- Experience developing algorithms, models, and/or simulations
- 0 – 2 years of experience in a related Engineering discipline
- Experience with real-time systems, software optimization, parallel programming
- Good handling ability to design experiment and set up hardware prototype system
- Good understanding of digital photography, image quality and stereo vision
8
Skills For Adas Algorithm Engineer Resume
- Experience with SVMs, neural networks, k-means clustering, EM models
- Good knowledge of statistics, hypothesis testing as well as probability
- Experience in using data collection/calibration tools (CANalyzer, CANape, Vehicle Spy, etc.)
- At least five years experience in development of computer vision algorithms for commercial applications
- Experience on devices such as TI DSPs and/or ARM processors
- Experience in automotive embedded systems an advantage
- At least five years experience in development of software for embedded commercial applications
9
Skills For Principal Algorithm Engineer, Sequencing Resume
- Experience with agile development practices, Linux and automated build systems
- Experience embedded devices such as ARM and multicore processors
- Experience in automotive embedded systems
- Experience on devices such as DSPs and/or ARM processors
- Experience Production/Advanced embedded control design/development
- Experience in restraints or active safety systems development
- Camera 3A (Auto Exposure / Auto White Balance / Auto Focus) algorithm development experience ( especially AF algorithm)
10
Skills For Algorithm Engineer Senior Resume
- Engine/transmission calibration and/or embedded software experience
- Experience in at least one of: Python, C/C++, or Java
- Self-starter, motivated and independent contributor with ability to prioritize projects
- Relevant experience in applied non-invasive optical spectroscopic techniques
- Experienced in analysis of biological signals/optical spectroscopic data
- Experience with model–based development tools such as MATLAB/SIMULINK
- Experience with data acquisition and analysis tools such as ETAS–INCA
List of Typical Responsibilities For an Algorithm Engineer Resume
1
Responsibilities For Senior Algorithm Engineer Resume
- Excellent C/C++ programming skills, proficient with scripting languages (e.g. Python or Matlab), and extensive experience with OpenCV
- Strong experience programming in C/C++/Java/R/C# and ability to write clean and concise code. Familiarity with Python
- Deep knowledge and experience in developing, implementing and deploying image processing algorithms for ISPs, or CMOS image sensors
- Experience creating Machine Learning/Algorithm related reports based upon the resulting work/accomplishments
- Experience in automatic speech recognition, speaker identification / verification, robust front-ends for automatic speech processing
- Experience in developing algorithms with computational, memory, and latency constraints
- PhD. or M.S. in computer science or electrical engineering, with at least 4 years of relevant experience
- Experience in the following areas: Requirements Traceability, Software Configuration management tools
2
Responsibilities For Principal Algorithm Engineer Resume
- Follow a defined system’s process to ensure good quality and documentation
- Work with hardware & software engineering to resolve implementation issues and validate design
- Validation and performance assessment on large-scale datasets
- Extensive experience with using Caffe or similar platforms (TensorFlow, Theano, etc.)
- Design algorithm validation and performance tests
- Hands-on experience with deep learning and its applications to computer vision (e.g. object detection and tracking, semantic segmentation)
- Experience with natural language processing techniques
- Significant current experience (i.e., within last 5 years) in machine learning /algorithm-related work
- Steadfast focus on creating impactful change and ability to prioritize between many tasks to maximize the improvement of the business
3
Responsibilities For Gnss Systems/algorithm Engineer m/f Resume
- Production experience with data management, storage and pipeline
- Production experience with cloud environments
- Excellent cross-functional, cross-site teamwork abilities
- Apply image processing, machine vision and machine learning for object recognition, image analysis, and image understanding
- Complete data mining, predictive modeling, clustering, and classification
- Familiarity with image and color processing techniques, including HDR, AWB, color correction, noise reduction, IR removal/suppression and CFA demosaicing, etc
- An interest in some/all of the following areas: Computer Vision, Video, Artificial Intelligence, Deep Learning, Machine Vision, 3DGraphics
4
Responsibilities For Advanced Algorithm Engineer Resume
- Extended understanding of light transport and modeling in tissue
- Proficient in Matlab or similar software for data processing, modeling and simulations
- Invent and support the development of new methods and systems for computational sensing and imaging
- Set up the novel hardware prototype of imaging or sensing to capture the data
- Update design according to Engineering Changes
- Apply data mining and machine learning techniques to extract valuable information and patterns from the server data
5
Responsibilities For Algorithm Engineer Autonomous Driving & Future Mobility Resume
- Sound understanding of statistics, analog and digital signal processing techniques
- Discussion of calibration results (Airbag Firing Times) with customers leading to a customer release
- Present, discuss and negotiate with customers the sensing performance of the algorithms and calibrations
- Collaborate with team members and customer technical experts to advance the state of the art of ZF TRW crash sensing and system response. Provide input to the development roadmap. Present algorithm concepts and learnings to members of the technical community. Innovate
- Utilize Matlab, Simulink, StateFlow, Control Toolbox, Optimization Toolbox, and Signal Processing Toolbox according to ZF TRW development process to execute design updates
- Manage requirements of existing features for new customer requests
6
Responsibilities For Imaging Algorithm Engineer Resume
- Frequently on-site at customer premises, working as extension of customer team
- Work with the team to support development on various projects including
- Tissue optics modeling and light transport simulations
- Development and refinement of algorithms using parametric/non-parametric techniques for estimation of physiological parameters
- Design and construction of tissue simulating optical phantoms for experimentation
- Optimization of sensor design & geometries, through modeling and experimentation
- Take lead role in developing radar algorithms
- Use judgment to plan cost and schedule of modeling and simulation activities
- Responsible for a full software development cycle: requirements development, design, implementation, testing, evolution/optimization/maintenance
7
Responsibilities For Autonomous Driving Algorithm Engineer Resume
- Tool development for data processing, analysis and visualization
- MS/PhD majored in EE, computer graphics, computer engineering, optical engineer, optoelectronics, physics or equivalent
- Define upcoming product features as part of the core team
- Provides vision algorithm development using C and/or Matlab Simulink
- Performs Impact Analysis on Engineering Changes
- Optimize algorithm design through simulation, data collection, and testing
- Capability to use lab tools, equipment, and techniques to verify proper functioning of algorithm
8
Responsibilities For Adas Algorithm Engineer Resume
- Complete Testing of basic system interface requirements
- Program in statistical programming languages such as R, MATLAB or Python
- Builds and develops intellectual property through the research and implementation of new approaches in machine learning
- Collaborates with the internal product and engineering teams to further the development of new products
- Coordination and tracking of test programs, data exchange, data quality, test documentation, etc
- PhD or Masters in Computer Science or Electrical Engineering or related field
- Develop and enhance data-driven algorithms for speech processing applications
- Compare the cost and performance of different machine learning methods such as kernel methods, random forest, and logistic regression models
9
Responsibilities For Principal Algorithm Engineer, Sequencing Resume
- Adapt commonly used machine learning algorithms to our specific problems, and implement modified algorithms from scratch as needed
- Analyze raw data to discern a set of rules and the factors influencing those rules to achieve organizational goals
- Apply machine learning in large data environments
- Independently write reports detailing methods, results, and impacts of assigned issues
- Utilize DOORs and PTC Integrity to develop / maintain requirements, manage workflow and archive the algorithm
- Design and execute test plans to verify algorithm designs against requirements. Perform Software-in-the-Loop, Hardware-in-the-Loop verification and validation using Mathworks/dSpace - based tool chain. Analyze results to confirm proper algorithm function
- More than 3 yrs. Experienced in medical image processing algorithm research
- Familiar with visualization, segmentation algorithm and C/C++ programming
10
Responsibilities For Algorithm Engineer Senior Resume
- Fresh graduate can be considered as Algorithm Engineer
- Manage requirements of features to be developed
- The Algorithm Engineer might be required to also act as Algorithm Project Manager for up 30% of the time and be responsible for
- Perform problem recognition and analyze the root cause of email delivery issues tailored to all country’s specific email program and business needs
- Launching gamut of machine learning/data mining powered features across Groupon’s products: including recommender systems, ranking improvements, trend and seasonality detection
- Support rest of the functional disciplines with all aspects related to algorithms
- Drive OpenCL compiler features and improvements, to meet customer needs, through close collaboration with the Intel FPGA High Level Design tools team
- Advance model driven development methods
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