
Machine Learning Engineer, Predictive Maintenance
必备技能
Python
PyTorch
TensorFlow
Machine Learning
MaintainX is the world’s leading mobile-first Asset and Work Intelligence platform for industrial and frontline environments. We’re a modern, IoT-enabled, cloud-based solution that powers maintenance, safety, and operations on physical equipment and facilities.
We help 12,000+ organizations—including Duracell, Univar Solutions, Titan America, Mc Donald’s, Brenntag, Cintas, Xylem, and Shell—achieve operational excellence and reliability at scale.
Following our $150 million Series D led by Bain Capital Ventures, Bessemer Ventures, August Capital, Amity Ventures, and Ridge Ventures, MaintainX has raised a total of $254 million, valuing the company at $2.5 billion.
As we enter our next phase of growth, we’re investing deeply in AI/ML, LLMs, and Industrial IoT to transform how frontline teams operate—predicting failures before they happen, automating workflows, and embedding intelligence into every asset and procedure.
What you’ll do:
-
Develop and train machine learning models for fault detection and classification based on time-series sensor data; including vibration, temperature, pressure, flow etc.
-
Perform exploratory data analysis (EDA) on vibration, OT and time-series data to uncover insights and identify patterns indicative of faults or anomalies.
-
Experiment with and evaluate various algorithms, including time-series modeling, signal processing, and statistical methods, to optimize model performance.
-
Collaborate with domain experts to validate findings and ensure alignment with real-world applications.
-
Document workflows, experiments, and methodologies to ensure reproducibility and knowledge sharing across the team.
-
On-call duties
About you:
-
Strong foundational knowledge in machine learning, data science, and statistical modeling.
-
Familiarity with time-series modeling techniques and feature engineering.
-
Experience in deploying machine learning models on real-world use cases and continuously improving the model performance with feedback.
-
3+ years of proven programming skills using standard ML tools such as Python, Py Torch, Tensorflow etc.
-
Master’s or Ph.D. in Computer Science, Data Science, Mechanical Engineering, Electrical Engineering, or a related field with a focus on condition monitoring or machine learning applications.
Bonus skills:
-
Hands-on experience developing models for OT and vibration analysis, condition monitoring, and fault detection or classification.
-
Familiarity with signal processing techniques (e.g., Fourier transforms, wavelet analysis) and their application to OT and vibration data.
What’s in it for you:
-
Competitive salary and meaningful equity opportunities.
-
Healthcare, dental, and vision coverage.
-
401(k) / RRSP enrollment program.
-
Take what you need PTO.
-
A high impact Culture:
-
You’ll work with Smart, Humble Optimists across the globe.
-
Meritocratic environment where ideas and outcomes are publicly celebrated.
About us:
We exist to make the lives of frontline and maintenance teams easier by building software that meets their real-world needs. Our product transforms how 80% of the global workforce—those who don’t sit behind a desk—manage their operations, assets, and teams.
MaintainX is committed to creating a diverse environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
浏览量
0
申请点击
0
Mock Apply
0
收藏
0
相似职位

Generative AI Engineering Specialist (multiple roles)
Morgan Stanley · Montreal, Quebec, Canada

AI Developer
Autodesk · Montreal, QC, CAN

Applied AI, Forward Deployed Machine Learning Engineer - Montreal
Mistral AI · Montreal

Machine Learning & Game Tech Architect
CD Projekt Red · Montreal

AI Solution Specialist (Hybrid)
Morgan Stanley · Montreal, Quebec, Canada
关于MaintainX

MaintainX
Series BMaintainX is a mobile-first maintenance management platform that digitizes work order and procedure management for industrial operations. The company provides workflow automation tools for maintenance teams across manufacturing, facilities, and industrial sectors.
201-500
员工数
San Francisco
总部位置
$1.0B
企业估值
评价
3条评价
4.0
3条评价
工作生活平衡
3.0
薪酬
3.5
企业文化
4.2
职业发展
4.0
管理层
3.5
75%
推荐率
优点
Growth opportunities and fast promotions
Strong team culture and winning environment
Good for young people willing to work hard
缺点
Fast-paced work environment
Promises about sales quotas may not match reality
High expectations and demanding pace
薪资范围
4个数据点
Mid/L4
Mid/L4 · Information Technologist (IT)
0份报告
$56,203
年薪总额
基本工资
$56,203
股票
-
奖金
-
最新动态
Substituting out 1 week before trial?
Client has a healthy retainer deposited, but March is past due. I need to apply retainer, which would leave me with $0 in trust headed into federal trial in May 4. I had the client sign an undated substitution of counsel, subbing my firm out for him pro se, when he signed the attorney client agreement. It's certainly too late for any motion to withdrawal on the eve of trial. Anyone see any issues with substituting out? The client has the Constitutional right to represent himself. Looks like he'
·
1w ago
·
33
·
137
8 Best Standard Operating Procedures Software on G2 - G2 Learning Hub
G2 Learning Hub
News
·
2w ago
MaintainX - 2026 Funding Rounds & List of Investors - Tracxn
Tracxn
News
·
4w ago
MaintainX touts AI solution for preparing maintenance reports - Facilities Dive
Facilities Dive
News
·
6w ago