Senior Machine Learning Ops Engineer, Sense
$170-190k
+ Stock Options
Intelligent home energy monitor
Open for applications
Intelligent home energy monitor
101-200 employees
Open for applications
$170-190k
+ Stock Options
101-200 employees
Company mission
To reduce global carbon emissions by transforming the relationship between people, homes and the electric grid.
Role
Who you are
- 5+ years of experience designing, building, and maintaining production AI/ML applications
- Strong programming skills (Python, C, etc.)
- Experience with ML libraries (PyTorch, scikit-learn, Tensorflow)
- Cloud experience (AWS preferred)
- Experience with frameworks such as MLFlow, Kubeflow, Airflow, Docker, etc
- Strong communication and collaboration skills
- Must be authorized to work in the U.S
What the job involves
- The technology team at Sense is looking for an experienced ML Operations Engineer to help the data science team scale and to deploy, monitor, and maintain machine learning models in production
- Design, build, and maintain model training and serving infrastructure for CI/CD
- Collaborate with data scientists and data engineers to improve productivity by increasing automation for model training and experimentation workflows
- Provide technical leadership to data engineers
- Support annotation and ground truth collection through tool improvement and automation
- Champion best practices for data science software development processes and serve as architect for shared data science software libraries
- Work with the infrastructure guild to upgrade and patch libraries; maintain and optimize pipelines
- Responsible for ensuring data science production software is robust and scalable
- Identify and implement cost savings; monitor and manage costs
Our take
Sense is a technology company hoping to have a positive impact on the environment, by providing residential customers with an intelligent home energy monitor. The company's system identifies the devices in the house by detecting their unique electrical signals, helping customers to understand and reduce their household energy consumption, and make more informed decisions about their homes.
Sense distinguishes itself through its proprietary AI and ML-based technology, through which users are provided with real-time insights into energy and device activity (even if the devices themselves are not smart). Its app can be used to monitor and reduce energy consumption, which is good for both the environment and consumers - who stand to save on their energy bills.
As it increases its international presence, the company has secured partnerships with businesses such as Schneider, a key provider of energy infrastructure across the world. It has received substantial funding towards further expanding its global footprint to Europe, Asia Pacific and other regions. On top of this, Sense plans to invest in accelerating its path to broad consumer adoption in partnership with smart home innovators making the future an exciting one for the company.
Steph
Company Specialist at Welcome to the Jungle
Company
Funding (last 2 of 9 rounds)
Sep 2022
$22.6m
SERIES C
Apr 2022
$105m
SERIES C
Total funding: $213.6m
Company benefits
- Generous healthcare benefits
- Flexible Spending Account (FSA)
- Life and disability insurance
- Dental and vision benefits
- Dependent Care Flexible Spending Account (DCA)
- Health Savings Account (HSA)
- Health Reimbursement Account (HRA)
- Accident Insurance
- Hospital Indemnity Insurance
- Flexible paid time off
- 401K with company match
- Paid parental leave
- Paid family and medical leave
- Fitness subsidies
- Hiring practices that promote diversity
- Unconscious bias training
- Hybrid and remote work opportunities
- Remote work stipend
- Commuter benefits
Company values
- We are compassionate: We show empathy, kindness, and understanding towards colleagues, clients, and stakeholders. We recognize and respond to the emotions, needs, and challenges of others with sensitivity and care
- We are inclusive: We are committed to creating an environment where all individuals are though of, feel valued, respected, and empowered to contribute their unique perspectives and experiences
- We are curious: We have a strong desire to learn, explore, and understand new ideas, processes, and perspectives. This involves asking questions, seeking out information, and being open-minded to novel concepts and experience
- We persevere: We are determined in the pursuit of goals and objectives, despite facing challenges, setbacks, or obstacles. We maintain focus, resilience, and commitment to overcome difficulties, and achieve success
- We are transparent and hold each other accountable: We foster a culture of transparency and accountability. A strong dedication to clear communication, and a commitment to fairness, honesty, and integrity
Company HQ
Central Square, Cambridge, MA
Articles
Leadership
Michael Phillips
(Co-Founder & CEO)Previously the Founder and CTO at SpeechWorks and vlingo, as well as CTO at ScanSoft.
Diversity, Equity & Inclusion at Sense
Dr Jason Humphries (Operations Director, International)
- We have created IDEAS, which stands for Inclusion, Diversity & Equity At Sense. IDEAS is an employee-led initiative focused on creating and promoting actionable steps to help Sense make tangible progress toward becoming more inclusive, equitable, and diverse. It’s open and welcome to anyone at Sense who is ready to participate.
- The IDEAS team meets weekly and includes members from across the company as well as an executive to ensure we have great two-way visibility with the management of the company on our respective priorities.
- The IDEAS team actively works on a number of projects, presenting progress reports to the company as well as organising fun and informative events on a regular basis.
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