Senior ML/Data Engineer
TURKEY (REMOTE)We are invent.ai.
invent.ai is a successful, fast-growing company at the forefront of technology and retail. Headquartered in the United States and with offices around the world, invent.ai helps retailers transform the way they manage their supply chains.
We are a group of bright, kind, and goal-oriented people working together to make retail better. We think big. We take pride in what we do. As a provider of award-winning enterprise-AI SaaS solutions that serve a growing international business with customers across the U.S., Europe, Middle East, and East Asia, we make a measurable and meaningful difference for our customers every day.
Our team of 200+ people consists of young engineers and data scientists from the top CS and IE programs in our Istanbul, Philadelphia, Amsterdam, and Dubai offices.
We are seeking Senior Machine Learning and Data Engineers to develop AI powered solutions and deploy as production systems that are used by many enterprise customers. You will be challenged to build loosely coupled, highly scalable and robust software solutions that can change and grow with our needs. You will be working with data scientist groups and act as the bridge by building pipelines and workflows to process large scale data using cutting edge cloud and big data technologies.
Responsibilies
- Develop “best-in-class” architecture, design and production artifacts by ensuring that the services and the components are: well-defined and modularized, secure, scalable, reliable, reusable, diagnosable, and actively monitored.
- Contribute to all phases of new developments including architecting, prototyping, productizing, testing and support.
- Adhere to and drive modern software engineering practices through code and design reviews, exercise DevOps principles to deploy, maintain and monitor production workflows and services to provide continuous delivery with high quality and actionable telemetry data.
- Stay educated on existing and state of the art technologies, and do proof of concept studies to evaluate technology fits relevant to our product requirements.
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
- Mentor junior developers with coaching and participating code/design reviews
Technical Qualifications
- 4+ years of work experience including SaaS systems
- Bachelor’s degree or higher in a related field
- Strong coding skills in Python with hands-on experience on data and analytics libraries like NumPy, Pandas, sklearn
- Knowledgeable of modern big data and machine learning concepts and/or solutions.
- Experience on working with scalable and distributed platforms for processing large and complex data sets using Hadoop, Spark (PySpark) or similar with the ability to pick up new languages and technologies quickly
- Skills on manually and programmatically interacting with data stored in traditional (relational) databases as well as NoSQL databases and/or columnar data formats.
- Ability and motivation to self-teach while entering new domains and managing through ambiguity
What We Offer
- A competitive salary and benefits package
- Monthly internet and social media fun package
- Educational and development opportunities
- Remote working option
Life at invent.ai
- Great colleagues: We consider ourselves anything but average. We are an amazing team of top-notch data scientists, software engineers, and research scientists
- We love what we do: Our team has an exciting tech-stack: Pyspark, Databricks, Python, and so on
- Monthly team events: We don’t miss a single birthday! We celebrate special days; we regularly meet at lunch and dinner dates with the team and enjoy online Happy Friday gatherings
- We get social: Did you know that we have a Film Club, and a Book Club?
- We care: We take care of ourselves, we regularly take pilates classes
Corporate Social Responsibility
We are incredibly proud of our contribution to our society. Working at invent.ai gives you an opportunity to really make a difference in people’s lives. Our Invent Social Responsibility Club:
- Grants scholarships at four different education institutions
- Donates for schools
- Sponsors for young talents
- Runs and raises money for underprivileged children
International Growth and Success
People are at the heart of our success.
- Award-winning enterprise-AI SaaS solutions that serve a growing international business with customers across the U.S., Europe, Middle East, and East Asia
- We won the RILA 2020 Startup Innovation Award for Supply Chain in the U.S. with the votes of the largest retailers in the world.
Diversity
invent.ai provides equal employment opportunities, and we strive for a diverse and inclusive workplace.
- We are together without discrimination of nationality, gender, belief, age, disability, marital status, sexual orientation.
- For us, diversity means embracing all the features that make us unique.
Invent the Future with Us
Does this sound like your next dream job? Let's get you started!
To apply, simply follow these steps:
- Prepare your application: Craft an email with the subject line "Your Name - Senior ML/Data Engineer Application".
- Attach your CV: Include your most up-to-date CV to showcase your qualifications.
- Submit your application: Send your email to careers@invent.ai.
We look forward to meet you!
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