CrawlJobs Logo

Staff Embedded ML Engineer, Edge AI

simplisafe.com Logo

SimpliSafe

Location Icon

Location:
United States , Boston

Category Icon

Job Type Icon

Contract Type:
Not provided

Salary Icon

Salary:

183300.00 - 268800.00 USD / Year

Job Description:

We are seeking a highly motivated and experienced Embedded Machine Learning Engineer to join our growing Edge AI team. As a key contributor, you will lead the on-device inference and performance optimization of ML models powering outdoor monitoring in the home security space. This role is less about inventing new CV architectures and more about making models fast, power-efficient, stable, and shippable on real embedded hardware (outdoor cameras and doorbells). You will operate across the stack (from model runtime integration down to kernel/operator optimization, memory movement, scheduling, and accelerator utilization) to deliver reliable real-time behavior under tight compute, memory, bandwidth, and thermal constraints across device tiers.

Job Responsibility:

  • Own the embedded deployment and performance of on-device ML inference for outdoor monitoring workloads (real-time video/event pipelines)
  • Optimize end-to-end inference performance across CPU/DSP/NPU/GPU (as applicable): latency, throughput (FPS), memory footprint, power, thermals, startup time, and stability
  • Perform kernel/operator-level optimization: vectorization (e.g., SIMD/NEON), tiling, cache-friendly memory layouts
  • reducing bandwidth and memory copies, optimizing post-processing
  • fusing ops, minimizing synchronization/overhead, thread scheduling
  • Integrate and maintain ML models within embedded pipelines: model import/export validation, operator compatibility, graph transforms
  • runtime integration in C/C++ (including pre/post-processing)
  • robust error handling, watchdogs, and safe fallback behavior
  • Drive quantization and deployment readiness from an embedded perspective: validate INT8/FP16 paths, calibration flows, numerical accuracy checks
  • debug quantization edge cases and operator mismatches on target runtimes
  • Build tooling for profiling, benchmarking, and regression tracking on devices: per-layer timing, memory tracking, thermal/perf tests, CI gating
  • automated performance regression gating across device tiers and firmware versions
  • Partner closely with ML engineers to translate model changes into deployment impact
  • provide constraints and design guidance that improve deployability and performance
  • Provide Staff-level leadership: set performance standards, lead technical reviews, mentor engineers, and influence platform roadmap for on-device ML

Requirements:

  • 8+ years of experience in embedded systems and/or performance engineering, with experience shipping production software on constrained devices
  • Strong C/C++ expertise with deep knowledge of low-level performance topics: CPU architecture, memory hierarchy, concurrency, and real-time considerations
  • Demonstrated experience optimizing ML inference on embedded targets, including operator/kernel tuning and end-to-end pipeline optimization
  • Familiarity with modern vision model families (transformer-based detectors such as DEIM/DFINE/RT-DETR series and CNN-based detectors such as YOLO family or similar) sufficient to optimize their execution characteristics (tensor shapes, attention/conv patterns, post-processing)
  • Experience with on-device inference runtimes and deployment workflows (e.g., TFLite, ONNX Runtime, TensorRT or vendor runtimes), including operator support constraints and graph-level transformations
  • Strong debugging and profiling skills (perf, flame graphs, hardware counters, tracing) and ability to drive performance investigations to closure
  • Ability to lead cross-functionally across ML, firmware, and hardware teams
  • comfortable defining benchmarks/KPIs and making tradeoffs

Nice to have:

  • Experience with embedded accelerators and vendor toolchains (DSP/NPU compilers, delegates, GPU compute, custom runtimes)
  • SIMD expertise (ARM NEON/SVE), hand-tuned kernels, or experience with libraries like XNNPACK/QNNPACK/oneDNN/CMSIS-NN (or equivalents)
  • Experience with quantized inference (INT8) at scale: calibration strategies, numerical debugging, overflow/underflow handling, and accuracy-performance tradeoffs
  • Experience with camera/doorbell pipelines: ISP/video decode/encode, DMA/zero-copy buffers, multi-threaded real-time streaming
  • Exposure to OS/firmware constraints (embedded Linux, RTOS), power management, thermal throttling behavior, and performance under sustained load
  • Security/privacy experience for edge devices (secure boot/TEE boundaries, model protection, safe telemetry)
  • Experience building performance regression systems and device-lab automation for continuous benchmarking
What we offer:
  • A mission- and values-driven culture and a safe, inclusive environment where you can build, grow and thrive
  • A comprehensive total rewards package that supports your wellness and provides security for SimpliSafers and their families
  • Free SimpliSafe system and professional monitoring for your home
  • Employee Resource Groups (ERGs) that bring people together, give opportunities to network, mentor and develop, and advocate for change
  • Participation in our annual bonus program, equity, and other forms of compensation, in addition to a full range of medical, retirement, and lifestyle benefits

Additional Information:

Job Posted:
March 04, 2026

Employment Type:
Fulltime
Work Type:
Hybrid work
Job Link Share:

Looking for more opportunities? Search for other job offers that match your skills and interests.

Briefcase Icon

Similar Jobs for Staff Embedded ML Engineer, Edge AI

Staff CV Applied Research Engineer, Edge AI

We are seeking a highly motivated and experienced Computer Vision Applied Resear...
Location
Location
United States , Boston
Salary
Salary:
183300.00 - 268800.00 USD / Year
simplisafe.com Logo
SimpliSafe
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • 8+ years in applied ML/ML engineering, including shipping production CV models
  • Strong computer vision background with deep learning expertise across detection/classification/segmentation/tracking
  • Hands-on experience with vision transformers and/or DETR-style architectures, including practical knowledge of efficiency trade-offs for edge deployment
  • Demonstrated success deploying models in resource-constrained, real-time environments (embedded/mobile/IoT/edge)
  • Deep experience in model optimization: QAT/PTQ, distillation, pruning, compression, mixed precision, and hardware/runtime-aware training
  • Proficiency in Python and PyTorch and/or TensorFlow
  • ability to productionize models and collaborate with systems engineers (C++ experience strongly preferred)
  • Staff-level leadership: ability to drive ambiguous initiatives, align stakeholders, and mentor engineers
Job Responsibility
Job Responsibility
  • Lead end-to-end development of edge ML models for outdoor monitoring (e.g., person/vehicle/package detection, classification, tracking, segmentation, event understanding)
  • Architect, train, and deploy transformer-based vision models (e.g., compact ViTs, hierarchical transformers, DETR-style detectors) and hybrid CNN-transformer backbones optimized for embedded inference
  • Drive model efficiency through resource-aware design and training, including: Architecture: Token/patch reduction, efficient attention variants, early-exit / conditional compute
  • Training: distillation from large transformer teachers to edge students
  • Compression: Quantization (PTQ/QAT), pruning, mixed precision, and operator-aware optimization
  • Translate product requirements into model targets (accuracy, FPS, memory footprint, power/thermal) and ensure models meet budgets on doorbell/outdoor camera hardware
  • Partner with embedded/firmware and platform teams to integrate models into production pipelines
  • profile bottlenecks and improve end-to-end runtime performance
  • Define evaluation strategies tailored to outdoor edge deployments
  • perform failure analysis and improve long-tail robustness (nighttime, rain/snow, backlight, fast motion)
What we offer
What we offer
  • A mission- and values-driven culture and a safe, inclusive environment where you can build, grow and thrive
  • A comprehensive total rewards package that supports your wellness and provides security for SimpliSafers and their families
  • Free SimpliSafe system and professional monitoring for your home
  • Employee Resource Groups (ERGs) that bring people together, give opportunities to network, mentor and develop, and advocate for change
  • Participation in our annual bonus program, equity, and other forms of compensation, in addition to a full range of medical, retirement, and lifestyle benefits
  • Fulltime
Read More
Arrow Right
New

Stagiaires audit

Coffra group is one of the first multidisciplinary firms in France deploying suc...
Location
Location
France , Paris
Salary
Salary:
Not provided
coffra-group.com Logo
Coffra Group
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • You are preparing a Master I / Master II, a gap year in Business School, are in a CCA / DSCG course or ideally looking for a final year internship
  • You have initial internships in Finance/Accounting/Management Control
  • You are looking for a 6-month internship in Audit from October 2026 to March 2027 or from January to June 2027
  • You are available for frequent travel in France
  • Student speaking English, ideally with knowledge of German.
Job Responsibility
Job Responsibility
  • Under the supervision of our seniors or managers, you will carry out statutory or contractual audit assignments for an international clientele
  • You will discover the audit profession quickly and completely: audit of simple cycles (fixed assets, purchases/suppliers, sales/customers, bank/financing), circularisations/inventories, analysis of legal documents, assistance in auditing complex cycles, verification of appendices and management reports, interviews with clients, etc.
  • Fulltime
Read More
Arrow Right
New

Onsite Endoscopic Specialist

At KARL STORZ, we are driven by a mission to enhance global health through innov...
Location
Location
United States , Arlington
Salary
Salary:
Not provided
karlstorz.com Logo
KARL STORZ
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • A minimum of high school diploma or equivalent
  • Experience in Sterile Processing, Sales, or other Surgical Technology/Medical role
  • Our successful candidate will have excellent written and spoken English language business communication skills. They will also have demonstrated success working in a collaborative, service-oriented team environment.
  • Effective communicator, collaborative, and effective time management
  • Possess exceptional organizational skills and the ability to multi-task
  • MS Office - proficient user as the role will need to work with Excel spreadsheets and reporting
  • Role requires the completion of a drug screening for safety-sensitive positions
  • Must be able to lift/push/pull up to 25lbs
Job Responsibility
Job Responsibility
  • Face-to-face customer support, including OR, SPD and Biomed
  • Video tower/system set-up and support
  • Inspection, repair, troubleshooting and replacement of KARL STORZ devices
  • Monitoring, reporting, and facilitating repair/ exchange transactions
  • Transporting, cleaning/sterilization and packaging of instruments after use
  • Trouble shoot video and instrument issues in the O.R.
  • Instrument/equipment repair management
What we offer
What we offer
  • Relocation Support
  • Professional Growth & Development
  • Collaborative & Dynamic Work Environment
  • Access to Cutting-Edge Medical Technologies
  • Medical / Dental / Vision including a state-of-the-art wellness program and pet insurance, too
  • 3 weeks vacation, 11 holidays plus paid sick time
  • Up to 8 weeks of 100% paid company parental leave
  • 401(k) retirement savings plan providing a match of 60% of the employee’s first 6% contribution (up to IRS limits)
  • Section 125 Flexible Spending Accounts
  • Life, STD, LTD & LTC Insurance
  • Fulltime
Read More
Arrow Right
New

Pharmacy Technician

We’re building a world of health around every individual — shaping a more connec...
Location
Location
United States , Columbus
Salary
Salary:
17.00 USD / Hour
https://www.cvshealth.com/ Logo
CVS Health
Expiration Date
July 11, 2026
Flip Icon
Requirements
Requirements
  • Must comply with any state board of pharmacy requirements or laws governing the practice of pharmacy, which includes but is not limited to, age, education, and licensure/certification
  • If the state board of pharmacy does not address or mandate a minimum age requirement, must be at least 16 years of age
  • If the state board of pharmacy does not address or mandate a minimum educational requirement, must have a high school diploma or equivalent, or be actively enrolled in high school or high school equivalency program
Job Responsibility
Job Responsibility
  • Living our purpose by following all company SOPs at each workstation to help our Pharmacists manage and improve patient health
  • Following pharmacy workflow procedures at each pharmacy workstation (i.e., production, pick-up, drive-thru, and drop-off) for safe and accurate prescription fulfillment
  • Contributing to positive patient experiences by showing empathy and genuine care: creating heartfelt and personalized moments while serving patients at pick-up, drive-thru, and over the phone
  • keeping patients healthy by offering immunizations and other services at the register and over the phone
  • and demonstrating compassionate care by solving or escalating patient problems
  • Completing basic inventory activities, as permitted by law, and as directed by the pharmacy leadership team, such as accurately putting away medication deliveries and completing cycle counts, returns-to-stocks, waiting bin inventories, etc.
  • Contributing to a high-performing team, embracing a growth mindset, and being receptive to feedback
  • actively seeking opportunities to expand clinical and technical knowledge needed to better assist patients
  • Remaining flexible for both scheduling and business needs, while contributing to a safe, inclusive, and engaging team dynamic
  • voluntarily traveling to stores in the market to work shifts as needed by the business
What we offer
What we offer
  • dental
  • vision
  • wellness resources
  • employee discounts
  • access to certain voluntary benefits
  • other programs
  • Parttime
Read More
Arrow Right
New

Assistant General Manager

Assistant General Manager, at Boston Pizza, one of Canada’s Best Managed Compani...
Location
Location
Canada , Lac La Biche
Salary
Salary:
22.00 - 30.00 CAD / Hour
bostonpizza.com Logo
Boston Pizza
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • 1+ year of casual dining experience
  • Previous leadership or supervisory experience is an asset
  • A positive attitude and strong work ethic
  • Excellent communication and team-building skills
  • Ability to thrive in a fast-paced environment
  • A passion for hospitality and guest service
  • Open availability
Job Responsibility
Job Responsibility
  • Support day-to-day operations
  • Lead and motivate the team
  • Ensure an exceptional guest experience
What we offer
What we offer
  • Competitive pay
  • Medical
  • dental benefits
  • Staff accommodations available
  • Flexible scheduling
  • Room to grow within the company
  • Hands-on management training
  • A supportive, close-knit team environment
  • Fulltime
Read More
Arrow Right
New

Territory Manager Upper Body VIC/ACT

Location
Location
Australia , Mount Waverley
Salary
Salary:
Not provided
karlstorz.com Logo
KARL STORZ
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • a Bachelor’s degree in nursing, science, medicine, business or a related discipline highly desirable
  • minimum 5 years sales experience in medical devices and instrumentation highly desirable
  • the ability to understand and impart technical knowledge across a broad portfolio of products
  • the ability to both acquire and develop new business opportunities
  • a strong commitment to sell the Company’s products and achieve company objectives is essential
  • committed to working professionally and ethically at all times
  • proactive self-management in owning your business and driving results
  • demonstrated ability in planning and execution of sales and territory plans
Job Responsibility
Job Responsibility
  • selling and promoting a range of devices and consumables to hospitals within a defined territory
  • prepare sales and territory plans to identify specific commercial opportunities
  • build excellent customer relationships, understand and impart product knowledge and detailed technical information
  • meet customer and territory KPIs
  • maintain a strong customer-centric focus, following through on customer commitments and requests within agreed timeframes
  • conduct regular territory reviews with sales management in conjunction with the Sales Manager
  • ensure the Company’s key products and marketing strategies are effectively implemented in the sales territory
  • follow up on all sales leads and referrals in a timely manner
What we offer
What we offer
  • Leave Benefits (Annual Leave, Sick Leave, Parental Leave, etc.)
  • Transport Allowance (if applicable to role)
  • Onsite Parking
  • Accessibility to Public Transport
  • Flexible Work Arrangements
  • Wellness Programs and Activities
  • Professional Development Opportunities
  • Global Exposure & Business Travel Opportunities (if applicable to role)
  • All other statutory benefits
  • Fulltime
Read More
Arrow Right
New

Pharmacy Technician

We’re building a world of health around every individual — shaping a more connec...
Location
Location
United States , Fort Worth
Salary
Salary:
16.50 - 25.00 USD / Hour
https://www.cvshealth.com/ Logo
CVS Health
Expiration Date
July 11, 2026
Flip Icon
Requirements
Requirements
  • Must comply with any state board of pharmacy requirements or laws governing the practice of pharmacy, which includes but is not limited to, age, education, and licensure/certification
  • If the state board of pharmacy does not address or mandate a minimum age requirement, must be at least 16 years of age
  • If the state board of pharmacy does not address or mandate a minimum educational requirement, must have a high school diploma or equivalent, or be actively enrolled in high school or high school equivalency program
  • State-level licensure and national certification requirements vary by state
Job Responsibility
Job Responsibility
  • Living our purpose by following all company SOPs at each workstation to help our Pharmacists manage and improve patient health
  • Following pharmacy workflow procedures at each pharmacy workstation (i.e., production, pick-up, drive-thru, and drop-off) for safe and accurate prescription fulfillment
  • Contributing to positive patient experiences by showing empathy and genuine care: creating heartfelt and personalized moments while serving patients at pick-up, drive-thru, and over the phone
  • keeping patients healthy by offering immunizations and other services at the register and over the phone
  • and demonstrating compassionate care by solving or escalating patient problems
  • Completing basic inventory activities, as permitted by law, and as directed by the pharmacy leadership team, such as accurately putting away medication deliveries and completing cycle counts, returns-to-stocks, waiting bin inventories, etc.
  • Contributing to a high-performing team, embracing a growth mindset, and being receptive to feedback
  • actively seeking opportunities to expand clinical and technical knowledge needed to better assist patients
  • Remaining flexible for both scheduling and business needs, while contributing to a safe, inclusive, and engaging team dynamic
  • voluntarily traveling to stores in the market to work shifts as needed by the business
What we offer
What we offer
  • dental
  • vision
  • wellness resources
  • employee discounts
  • access to certain voluntary benefits
  • Parttime
Read More
Arrow Right
New

Senior Software Engineer II, Kora Compute

We’re not just building better tech. We’re rewriting how data moves and what the...
Location
Location
Canada , Ontario
Salary
Salary:
179200.00 - 210600.00 CAD / Year
confluent.io Logo
Confluent
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • BS, MS, or PhD in computer science or a related field, or equivalent work experience
  • 4+ years of relevant cloud infrastructure/cloud networking experience
  • Strong fundamentals in distributed systems design and development
  • Experience building and operating large-scale systems in the Cloud
  • Solid understanding of basic systems operations (disk, network, operating systems, etc)
  • A self starter with the ability to work effectively in teams
  • Proficiency in Java, Scala, C/C++, Go or other statically typed languages
Job Responsibility
Job Responsibility
  • Driven and excited about challenges of delivering complex projects in production with a focus on quality
  • Customer focused - making customers more successful by taking on their most challenging problems motivates you
  • Have a strong sense of teamwork and able to make decisions which benefit the team and company
  • Identify root causes, and get beyond treating symptoms - motivated to dig deep and solve hard problems
What we offer
What we offer
  • Remote-First Work
  • Robust Insurance Benefits
  • Flexible Time Away
  • The Best Teammates
  • Experience Ambassadors
  • Open and Honest Culture
  • Well-Being and Growth
  • Fulltime
Read More
Arrow Right