Research Engineer IV

Insight Global is hiring for a skilled and motivated Research Engineer, to develop and apply state-of-the-art self-supervised learning techniques for wristband/hand-based inputs. The ideal candidate would have a signal processing background with experience in both CV and time series data preprocessing and modeling. More broadly, the chosen candidate will work with a diverse and highly interdisciplinary team of researchers and engineers and will have access to cutting edge technology, resources, and testing facilities.

Day to day:

* Data quality control, clean up, preprocessing and featurization

* Developing and applying state-of-the-art self-supervised learning algorithms to train and evaluate models

* Developing robust benchmarking workflows and pipelines for offline and online model performance evaluation

* Developing online learning algorithms that improve model accuracy in real-time

* Collaborating with research engineers and scientists on software platforms for data analysis and real-time human-system interactions

Regularly reporting on project status, delivering high-quality code with thorough documentation, and effectively communicating updates through presentations and written reports

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com .

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Required Skills & Experience

* PhD with 3+ years of experience in Deep Learning, Robotics, Statistics, Computer Science, Signal Processing, or a related area

* Expertise within system integration and support for data collection in a research environment

* Proven track record of implementing Deep Learning pipelines and deploying models

* Experience with Python for back end infrastructure as well as JavaScript for occasional front end UI needs

* Experience working/interfacing with multiple hardware devices synchronously, ideally novel devices or early stage prototypes

Nice to Have Skills & Experience

* Experience with online and offline signal processing of biological time series data and sensor-fusion techniques

* Familiarity with AR/VR technologies and literature

* Experience with multi-task learning, few-shot learning, semi-supervised learning

Experience applying machine learning or other signal processing techniques to noisy sensor data in real-time, interactive applications (e.g., IMU, cameras, EMG)

Benefit packages for this role will start on the 31st day of employment and include medical, dental, and vision insurance, as well as HSA, FSA, and DCFSA account options, and 401k retirement account access with employer matching. Employees in this role are also entitled to paid sick leave and/or other paid time off as provided by applicable law.