Data Scientist

Job title:

Knowledge Scientist

Firm

Myant

Job description

About Us

At Myant, we’re creating the world’s first expressive and steady digital presence platform, enabled by integrating expertise immediately into clothes and augmented by different gadgets, wearables, and IOT. We see the evolution of society the place each member will get to take part from anyplace and anytime via a whole-body expertise, largely in a passive or ambient method to foster ubiquitous accessibility. People have a basic need and should be linked to our surroundings, household, group, and expertise. This degree of connection will create a paradigm shift in the way in which we take care of one another, particularly from afar, permitting for extra significant relationships, and extra in-depth illustration of ourselves.

The necessity for such a connection isn’t new. There are numerous corporations engaged on methods to attach people in singularity with expertise, nevertheless most of those applied sciences are based mostly on gadgets which can be usually utilized in episodical methods therefore, resulting in poor adoption or reliability. Generally, innovation and expertise have delivered vital advantages for a lot of members of society. Nevertheless, there are those that are left behind, specifically the very younger, the marginalized, the outdated and the sick. The problem of inclusion for these left behind requires us to maneuver past system targeted methods, in the direction of an interface that we use naturally, every single day. We imagine that textile is that main interface, utilized in clothes, coverings, carpeting and extra, we put on and are surrounded by textiles universally, always.

Such an interface may fuse information with different gadgets that we use periodically and information with different IoTs within the setting. Folks may then leverage their bodily presence over their digital presence to speak and share private wellbeing. This might unlock healthcare that’s proactive and preventative, social connectedness that’s extra profound, allow care distribution fashions to be seamless and on demand, higher health insights, safer working environments and extra.

The imaginative and prescient for SKIIN -our first consumer-facing brand- is to reinforce human means via linked clothes and textiles. Skiin is in beta-phase market launch and has been just lately granted Well being Canada medical system license and submitted to FDA for regulatory approval within the US market. The sensors and actuators embedded inside our attire create your Digital Identification, which might be consumed by those that matter to you – your loved ones members, physicians, trainers, different IoT gadgets – with out you consciously having to consider it. The road between the digital and bodily world is changing into more and more blurry and we imagine textile is the following medium to bridge that hole.

We’re a multi-disciplinary expertise crew fixing huge challenges on the intersection of electronics, deep tech., software program, design, superior manufacturing, and information science.

What we provide at Myant:

• Worker inventory choices
• Paid Sick Days and Floating Days
• Group Well being Insurance coverage Plan
• RRSP matching Plan
• Company Occasions
• Publicity working in one of the vital progressive and forward-thinking tech firm.

Myant is a diversified, equal alternative employer. Folks with a incapacity or a particular lodging request could ship an electronic mail to [email protected].

Mission Description:

You’ll be a part of a multidisciplinary crew of researchers and engineers, to develop algorithms and sign processing methods for analyzing numerous biosignals, and/or exercise alerts, and extracting info, occasions and traits, off-line and in actual time. You’ll develop fashions to extract info from long-term individual-specific information. You’ll be engaged in fixing issues that at the moment don’t have effectively outlined options and may take possession of your deliveries, whereas supporting others within the crew of their tasks, in a fast-paced setting.. You’ll have to design protocols, gather and analyze information to validate the prediction capabilities of varied metrics utilizing Myant’s smart-textile based mostly type elements.

Duties:

• Use instruments and algorithms for information assortment, testing and validation of our merchandise for biosignal monitoring (e.g. sleep, exercise, fatigue and stress).
• Clear and manage examine information and assess high quality and integrity of knowledge collected.
• Visualize information statistics and carry out exploratory information evaluation to know related characteristic engineering approaches.
• Develop Sign Processing and Machine Studying Algorithms for extracting info and beneficial metrics from bio-signals together with ECG, exercise, temperature, for steady long-term monitoring;
• Collaborate with tutorial and industrial companions for integration of Myant Merchandise
• Take possession of all of your deliverables and talk your outcomes for well timed venture supply

• Working in an ISO-13485 and HIPAA regulated setting, following high quality procedures for design and growth in addition to verification and validation for scientific use, together with to help regulatory approval.

{Qualifications}:

• PhD in Biomedical, Electrical/Electronics Engineering, Pc Engineering, Pc Science, or associated self-discipline.
• Intensive expertise in fashionable scripting languages together with Python or C/C++. Working familiarity with Python is a should.
• Data and expertise in Bio-signal processing, characteristic extraction, characteristic choice, sampling methods utilizing machine studying algorithms, and systematic hyperparameter optimization.
• Familiarity with following libraries is desired: scikit-learn, seaborn, plotly, pytorch/tensorflow
• Earlier expertise engaged on bio-signals reminiscent of electrocardiogram, electromyogram, electroencephalogram, photoplethysmogram, IMU alerts, and many others.
• Background in time-domain, frequency-domain, and discrete-time sign processing algorithms
• Earlier expertise on planning and coordinating scientific research, information assortment and working medical gadgets is a plus.

Bonus:

• Expertise in implementing algorithms in C/C++, Java, Javascript and Swift.
• Expertise in any of the next industries: pharmaceutical, medical expertise, healthcare, client electronics, and wearables.
• Expertise working in start-ups or progress corporations

Anticipated wage

Location

Mississauga, ON

Job date

Solar, 14 Jan 2024 04:48:05 GMT

To assist us observe our recruitment effort, please point out in your electronic mail/cowl letter the place (globalvacancies.org) you noticed this job posting.