Machine Learning Engineer / Data Analyst
Company Overview
Teknobuilt is an innovative construction technology company accelerating Digital and AI platforms to help all aspects of program management and execution for workflow automation, collaborative manual tasks and siloed systems. Our platform has received innovation awards and grants in Canada, UK and S. Korea and we are at the frontiers of solving key challenges in the built environment and digital health, safety and quality.
Teknobuilt's vision is helping the world build better- safely, smartly and sustainably. We are on a mission to modernize construction by bringing Digitally Integrated Project Execution System - PACE and expert services for midsize to large construction and infrastructure projects. PACE is an end-to-end digital solution that helps in Real Time Project Execution, Health and Safety, Quality and Field management for greater visibility and cost savings. PACE enables digital workflows, remote working, AI based analytics to bring speed, flow and surety in project delivery. Our platform has received recognition globally for innovation and we are experiencing a period of significant growth for our solutions.
Job Description
We are looking for an expert in Machine Learning Engineer / Data Analyst to help us extract value from our data. You will work with a small team of highly motivated people in charge ofall the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.
The ideal candidate will be passionate about AI and stay up-to-date with the latest developments in the field.
Job Responsibilities
Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Managing available resources such as data and personnel so that deadlines are met
Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
Proposing and applying NLP algorithms to extract and interpret information from text and identify trends in the processed data
Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Finding available datasets online that could be used for training
Defining validation strategies
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Contributing in the deployment of the developed models to production
Experience and Qualification
Minimum of 3 years of experience in AI/ML, NLP, Analytics, Audio and Video Processing techniques
Knowledge of Computer Science Fundamentals and Programming languages
Experience with SQL database
Understanding of metrics involved in ML and Statistics
Hands-on with AWS (Amazon Web Services)
Soft Skills
You will need to have:
Excellent organization skills, to plan the use of resources to meet deadlines
Willingness to be part of a collaborative team and your personal aspirations align with company’s vision
Strong interpersonal skills, to motivate and lead your project team
The ability to use your initiative and make decisions under pressure
Technical knowledge related to the project may also be required
Driven to improve the future of construction projects while keeping the welfare of stakeholders in mind
Flexibility to work on projects in virtual team setting and open to work in different time zones
Self-starter and with a high level of personal responsibility to accomplish tasks and get things done without supervision.
Additional Details
Salary Range: Competitive
Employment Type: Full Time
Location: NY/Houston
Interested candidates can send their CVs to careers@teknobuilt.com
We appreciate your interest in Teknobuilt!
