MLOps Engineer, Datasite
$100-160k
More information about location
SaaS provider for the M&A industry
Open for applications
SaaS provider for the M&A industry
1001+ employees
Open for applications
$100-160k
More information about location
1001+ employees
Company mission
To empower the dealmaking community to work smarter and faster.
Role
Who you are
- Bachelor’s degree or equivalent in data science, machine learning, computer science, mathematics, or statistics
- 3+ years of industry experience successfully implementing monitoring systems for ML models
- Experience implementing validation and monitoring protocols for machine learning models
- Fluent in Python
- Meticulous attention to detail
- Experience with relational (e.g. Snowflake) and non-relational databases (e.g. MongoDB)
- Understanding of machine learning approaches and model training processes
- Understanding of DevOps and CI/CD fundamentals
- Exposure to LLMs
- Reputation for creating high quality documentation
- Self-motivated and able to work both independently and as part of a team
- Ability to quickly learn, evaluate, and apply emerging technology
What the job involves
- We are looking for a talented MLOPs Engineer to implement production monitoring and alerting for a wide range of machine learning models
- As a MLOps Engineer, you will build data pipeline monitoring and create solutions for effectively monitoring outputs of various types of regression, classification, neural network, clustering, and LLM models
- Work with Data Scientists to ensure that models perform as expected during initial Production implementation
- Collaborate with Data Scientists, ML Engineers, and DevOps Engineers to ensure smooth model integration into Production
- Design and implement monitoring and alerting for all machine learning model inputs and outputs
- Demonstrate effectiveness of alerting protocol for detecting anomalous data inputs
- Create high quality documentation so other teams can understand monitoring rationale and effectively troubleshoot alerts
Our take
As M&A deals continue to increase in both size and frequency, key stakeholders have been actively seeking tools to streamline their work. Datasite emerges as a solution. Having transitioned from its original focus on communications, the company now offers a suite of SaaS products tailored for M&A professionals, serving approximately 75% of the leading legal firms in the field.
Benefiting from its extensive experience in the industry, Datasite has successfully transformed into a more contemporary business entity. It has recently introduced highly acclaimed AI-powered technology to assist in deal preparation, asset marketing, and facilitating buy-side acquisitions.
With significant global expansion and strategic acquisitions, Datasite remains committed to enhancing its platform capabilities. Notably, in March 2023, it unveiled Datasite Cloud, specifically designed to streamline every aspect of the dealmaking process within a unified platform.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Company benefits
- Culture and benefits built around work-life balance
- Extensive resources to support physical and mental health
- Employee assistance program
- Generous retirement plans
- Incentives for referring new colleagues
- Learning, training and mentoring programs
- Cross-functional projects
- Stretch assignments to help you progress
- Receive feedback and earn bonuses from peers & managers
- Employee bonding activities
- ESG and charitable team initiatives
Company HQ
Downtown West, Minneapolis, MN
Articles
Leadership
Rusty Wiley
(President & CEO, not founder)Before joining Datasite, Rusty held various executive roles at IBM Corporation, most recently, as General Manager, Banking & Financial Markets. Upon joining Datasite in 2014, Rusty led the successful transformation from a communications and print-related business into a global M&A SaaS technology company.
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