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Kalman Filter Estimation Jobs in Alabama (NOW HIRING)

Radar Analysis IPT Lead

Huntsville, AL · On-site

$87K - $157K/yr

Evaluate tracking filter performance (e.g., Kalman-based estimators) * Assess dwell time, PRF selection, waveform tradeoffs, and coherent integration impacts * Identify algorithm sensitivities that ...

Evaluate tracking filter performance (e.g., Kalman-based estimators) * Assess dwell time, PRF selection, waveform tradeoffs, and coherent integration impacts * Identify algorithm sensitivities that ...

Evaluate tracking filter performance (e.g., Kalman-based estimators) * Assess dwell time, PRF selection, waveform tradeoffs, and coherent integration impacts * Identify algorithm sensitivities that ...

Kalman Filter Estimation information

What is Kalman filter estimation?

Kalman Filter Estimation is a mathematical algorithm used to estimate the state of a dynamic system from a series of noisy measurements. It is widely applied in fields such as robotics, aerospace, and navigation to provide real-time, optimal estimates of unknown variables by combining predictions from a model with observed data. The filter works recursively, meaning it updates its estimates and uncertainties as new measurements become available. Its strength lies in efficiently handling uncertainties and noise in both the system model and the measurements.

What are the key skills and qualifications needed to thrive as a Kalman filter estimation engineer, and why are they important?

To excel as a Kalman Filter Estimation Engineer, you need a strong background in control theory, linear algebra, statistics, and typically a degree in electrical engineering, robotics, or applied mathematics. Familiarity with MATLAB, Python, C++, and simulation tools like Simulink, as well as experience implementing Kalman filters in real-time systems, is highly valued. Analytical thinking, problem-solving, and effective communication are important soft skills for collaborating with multidisciplinary teams and presenting complex results. These competencies ensure accurate state estimation and system reliability in applications such as navigation, robotics, and sensor fusion.

What are some common challenges faced by professionals working in Kalman filter estimation, and how can they be addressed?

Professionals working in Kalman Filter Estimation often encounter challenges such as model inaccuracies, noisy sensor data, and computational limitations, especially in real-time applications. Addressing these issues typically involves rigorous sensor calibration, careful tuning of filter parameters, and choosing appropriate variants of the Kalman filter, such as the Extended or Unscented Kalman Filter for nonlinear systems. Collaboration with domain experts and regular validation against ground truth data also help ensure robust performance. Additionally, staying updated with the latest research and tools in estimation theory can provide innovative solutions to emerging challenges.

What is the difference between Kalman Filter Estimation vs Signal Processing Engineer?

AspectKalman Filter EstimationSignal Processing Engineer
CredentialsMathematics, control systems, engineering degreesElectrical engineering, computer science, or related fields
Work EnvironmentResearch labs, aerospace, robotics, automationCommunications, audio/video, telecommunications industries
Industry UsageNavigation, robotics, sensor fusionFiltering, data analysis, signal enhancement

Kalman Filter Estimation focuses on estimating the state of dynamic systems using mathematical models, often in robotics and navigation. Signal Processing Engineers design and implement algorithms to analyze and modify signals in various industries. While both roles involve data analysis and mathematical skills, Kalman Filter Estimation is specialized in state estimation for control systems, whereas Signal Processing Engineers work broadly on signal manipulation and enhancement.

What are popular job titles related to Kalman Filter Estimation jobs in Alabama?

For Kalman Filter Estimation jobs in Alabama, the most frequently searched job titles are:

What job categories do people searching Kalman Filter Estimation jobs in Alabama look for?

The top searched job categories for Kalman Filter Estimation jobs in Alabama are:

GNC Navigation Engineer

Corvid Technologies LLC

Huntsville, AL • On-site

Full-time

Medical, Life, Retirement, PTO

Re-posted 10 days ago


Job description

We are seeking a talented and motivated Navigation Engineer to join our Guidance, Navigation, and Control (GNC) department in either our Mooresville, NC or Huntsville, AL office. In this role, you will be responsible for developing navigation algorithms for Corvid's flight computer. This role includes expanding upon Corvid's flight-proven navigation code that operates across multiple flight regimes (subsonic, supersonic, and hypersonic) and is integrated with multiple sensor types (tactical, navigation grades), as well as performing verification and validation activities with the flight computer prior to flight tests. You will work with tactical grade IMUs and GPS receivers, and also will be responsible for developing mathematical models and associated flight code for simulating and integrating new sensors (such as seekers) into the navigation code. You will work with Corvid's aerospace vehicle simulators, GPS simulators, and seeker scene generation software in this role.The ideal candidate should enjoy developing mathematical models that mechanize aerospace navigation problems, simulate the problems in Python and C++, and enjoy implementing the solutions in flight hardware.Typical tasking will include:Navigation code development: Further mature Corvid's flight-proven navigation filter by developing new sensor models, develop appropriate interfaces from new sensors to the navigation filter, perform M&S verification and validation of the navigation algorithms, and perform hardware testing. Develop Navigation system requirements: assist program managers and technical leads in developing navigation subsystem requirements. Support program reviews.Support lifecycle of navigation products: Own the development lifeline for new navigation improvements (algorithms and sensors), including attending flight tests and performing post-test analyses. Develop ground test plans, schedules, and cost estimates.Seek improvements on navigation products: Investigate and search for new sensors, methods, or algorithms that can improve Corvid's baseline navigation products (flight computer and navigation filter code). Support the GNC department in integrating improvements in to the flight computer development timelines.Business development: Seek new partners for integrating Corvid's navigation products.Support modeling and simulation activities: Support other GNC department members and Corvid groups in vehicle performance studies through Monte Carlo simulations or other assessment methods.Requirements: Candidate must be a US Citizen and meet ability to obtain and maintain a Secret Clearance (Active Secret/Top Secret security clearance preferred)Bachelor's degree in Aerospace Engineering, Mechanical Engineering, or Electrical Engineering (Master's degree or Ph.D. with a GNC focus preferred)10+ years of experience in navigation systems engineering, particularly Kalman filtering methodsProficiency with C++, Python, Linux, and Git version controlSolid understanding of navigation sensor mechanics (e.g. theory of operation), alongside demonstrated experience of developing sensor integrations with a Kalman filter.Familiarity with RF and IR seekers, and vision-aided navigation conceptsExperience with HIL/SIL testing and test bench instrumentation preferredExceptional verbal and written communication skills, with the ability to translate complex technical concepts into clear requirements and documentationAbout Corvid:Corvid Technologies is an engineering firm specializing in using high-fidelity, computational modeling and simulation to analyze, design and manufacture products for aerospace, DoD, and commercial customers. We offer a fast-paced and flexible work environment that encourages creativity and collaboration. Our team works on difficult, cutting-edge technical challenges using state-of-the-art technologies and resources.Why Corvid:We value our employee-owners and in addition to providing challenging work opportunities and competitive pay, Corvid believes in providing a strong benefit package that provides value to our team members at all stages of their career.Corvid benefits include:Employee Stock Ownership Plan via our generous 401(k) MatchingMedical Insurance via Blue Cross - including a PPO and High-Deductible offering (with company HSA contribution)Paid Time Off (PTO) based on years of industry experience (not tenure)Career Development and Continuing Education opportunitiesCompany provided life, long-term and short-term disability insuranceIncentive opportunities to reward strong performance and corporate growthAttractive corporate facilities that include Lake Norman access, out-door activities (including grills) and more