Senior AI/ML Developer (offline)

In Venstar Inc we’re developing cloud-connected equipment including thermostats various sensors (temperature, humidity, motion, etc), lighting control and energy monitoring system. At the moment we’re using AWS services (AWS Redshift, S3) to process and retain this data, for which we have SQL-based analytics and reporting in place. Ideal candidate should be able to propose and implement ML analytics for device state analysis and trends/anomalies prediction.

Your Responsibilities

* Lead development and implementation of machine learning algorithms (including LLM) for our applications (time-series sensor data coming from devices), ensuring optimal performance and scalability
* Architect ML infrastructure
* Use large data sets to develop algorithms capable of learning and eventually making predictions
* Analyze use cases of ML algorithms, ranking by success probability and applying the outcome to support business decisions
* Conduct thorough analysis of data sets to identify patterns, trends, and insights to improve AI models.
* Design and implement data pipelines for collecting, processing, and preparing data for AI training.
* Contribution to software development in close collaboration with the team

Your profile

* Bachelor Degree in Computer Science or related
* Experience in product development of ML related products and solutions
* Solid understanding of ML algorithms, proficient in math and statistics
* Proficient experience with programming languages and data tools
* Hands-on with Python scientific stack
* Experience in building up machine learning train and release pipelines
* Analytical mindset and solution-driven personality
* Good oral and written English

Desirable:

* Knowledge of time series and geo-data
* Experience with Tensorflow, Keras, R, Jupyter
* Knowledge of data version control and ML metadata
* Experience in LLMs, Prompt Engineering, and model optimization
* Experience with AWS Cloud
* PostgreSQL
* NodeJS

About Venstar

About US (https://venstar.com)

Founded in 1992, Venstar Inc. (Parent organization: Daikin Comfort Technologies North America, Inc.) is a leading thermostat and energy management system (EMS) designer, manufacturer and supplier. Venstar is known for providing value to its customers via ease of use and installation, proven cost savings, improved energy efficiency, quality and reliability.

In addition to thermostat controls, Venstar is a leader in Energy Management Systems for small box retailers. From your nearest coffee shop to the largest auto parts retailer, Venstar's Surveyor EMS monitors and controls the energy use of more than 30,000 retail locations across the United States, Canada, Puerto Rico and Mexico.

Our team-oriented culture starts at the top with our CEO and provides a great work environment that encourages personal growth, learning and collaboration. Our values offer a set of guidelines on behaviors and the mindset needed to achieve great products and superb customer satisfaction.

Venstar team members are encouraged to share visions and ideas with each other for current projects as well as the road ahead. This culture is central to our success.

Company website:
https://venstar.com/