Company Description
Ikigai Labs specializes in AI solutions for tabular and time series data, leveraging deep research and enterprise expertise to enhance decision-making and operational efficiency in businesses. Our platform integrates AI-powered data harmonization, forecasting, dynamic learning, and planning.
Job Description
As an AI/ML Engineer at Ikigai Labs, you will be integral to our team, focusing on optimizing and deploying machine learning solutions to enhance performance and scalability. You will engage in building productivity tools, developing model architectures, and adapting cutting-edge research to practical applications.
Key Responsibilities
- ML Optimization and Deployment: Develop and deploy machine learning models for optimal performance.
- Productivity Tools Development: Build tools and services to enhance the ML platform using technologies like Kubernetes and Helm.
- Model Architecture: Design and apply deep learning architectures such as CNNs and RNNs.
- Research Adaptation: Keep up with recent ML literature and adapt findings to real-world applications.
- Collaborative Development: Work with cross-functional teams to integrate AI solutions that drive business value.
- Data Handling: Manage large datasets and build ML pipelines for data processing and training.
- ETL/ELT Processes: Design scalable data integration processes.
- Predictive Modeling Platform: Develop predictive modeling platforms using technologies like gRPC.
- Cloud and Containerization: Utilize Kubernetes for Docker container management and various cloud services.
- Stakeholder Management: Support customer success teams occasionally.
Technologies We Use
- Languages: Python3, C++, Rust, SQL
- Frameworks: PyTorch, TensorFlow, Docker
- Databases: Postgres, Elasticsearch, DynamoDB, RDS
- Cloud: Kubernetes, Helm, EKS, Terraform, AWS
- Data Engineering: Apache Arrow, Dremio, Ray
- Miscellaneous: Git, Jupyterhub, Apache Superset, Plotly Dash
Qualifications
- Bachelor’s degree in Computer Science, Math, Engineering, or related field (Master's preferred) with 2+ years of experience.
- Strong understanding of data structures, data modeling, algorithms, and software architecture.
- Proficient in probability, statistics, and algorithm development.
- Hands-on experience with ML and deep learning libraries.
- (Bonus) Experience with big data and distributed computing.
- Proficiency in Python, AWS services, and ETL/ELT pipelines.
- Understanding of key software design principles, design patterns, and testing best practices.
- Experience with Kubernetes and/or EKS is a plus.
- Ability to learn quickly in a fast-paced, agile environment.
- Excellent organizational, time management, and communication skills.
- Willingness to engage in pair programming, share knowledge, and provide and receive constructive feedback.
- Strong problem-solving skills and the ability to take initiative.
Equal Opportunity Employment
Ikigai Labs is committed to equal employment opportunity and non-discrimination for all employees and qualified applicants. We value diversity and are dedicated to fostering an inclusive environment for all employees.
Similar jobs
Last update: 23 minutes ago
AI Engineer
Join BCG X as an AI Engineer in Milan, Italy. Develop AI solutions, partner with clients, and drive innovation in a dynamic environment.
Senior C++ Computer Vision Engineer
Join a cutting-edge AI-DeepTech startup in Berlin as a Senior C++ Computer Vision Engineer. Work on world-class on-device AI technology.
Senior Software Engineer - Python, Django, Angular
Join Ilkari as a Senior Software Engineer to lead development in Python, Django, and Angular, creating scalable solutions in a hybrid work environment.
Expert Machine Learning Engineer
Join Dataroots as an Expert Machine Learning Engineer to design and deliver AI-powered solutions, focusing on machine learning models.
Full Stack Developer with AI and API Expertise
Join Catalyze Group as a Full Stack Developer to build AI-powered grant-writing tools. Work with React, Django, and more in Amsterdam.
Senior Fullstack Developer for AI-Driven Mission Technologies
Seeking a Senior Fullstack Developer for AI-driven mission technologies, focusing on Java, JavaScript, Python, and C++. Remote work available.
Information Retrieval Algorithm Engineer
Join Huawei as an Information Retrieval Algorithm Engineer to develop cutting-edge AI technologies in Amsterdam.
Cofounder - Full Stack Developer/Data Scientist for Climatech Startup
Join Carbon13 as a cofounder in climate tech, leveraging AI, data science, and software development to combat climate change.
Senior IoT Engineer
Join Skytree as a Senior IoT Engineer to lead IoT projects, focusing on Azure IoT solutions, edge computing, and data pipelines.
Senior Backend Engineer C++
Join DeepL as a Senior Backend Engineer C++ to design and maintain scalable backend services using C++ and AI technologies.
Senior Data Engineer
Join i4talent as a Senior Data Engineer to lead cloud transitions and data projects. Enjoy a fun work environment with great benefits.
Cloud Data Engineer
Seeking a Cloud Data Engineer with expertise in AWS, Python, and CI/CD for a hybrid role in Hannover. Join our dynamic team!
Cloud Engineer
Join Tibo Energy as a Cloud Engineer to drive energy transition with cloud architecture skills in a dynamic team.
Senior Software Engineer - Python, Apache Kafka
Join Aiven as a Senior Software Engineer in Berlin, focusing on Python and Apache Kafka in a hybrid work environment.
Senior Full-Stack Engineer ReactJS/NodeJS
Join Gorgias as a Senior Full-Stack Engineer specializing in ReactJS and NodeJS, enhancing AI-powered ecommerce solutions.
Staff Software Engineer
Join Aiven as a Staff Software Engineer to develop cloud operations platforms using open-source technologies. Hybrid work in Berlin.
LLM Backend Developer
Join Persona as a LLM Backend Developer, work remotely, and develop AI-driven backend systems for top startups.
Lead Developer with DevOps and Functional Programming
Join Reaktor as a Lead Developer in Amsterdam, focusing on DevOps, Functional Programming, and JavaScript in a hybrid work environment.
Solutions Engineer
Join Darktrace as a Solutions Engineer in Amsterdam, providing technical pre-sales and post-sales support in a hybrid work environment.
Software Engineer - Cloud Applications and Python
Join Topicus as a Software Engineer in Arnhem to develop cloud applications using Python, REST APIs, and ETL processes for healthcare data services.
AI/ML Engineer
Join Ikigai Labs as an AI/ML Engineer in San Mateo, CA. Engage in ML optimization, tool development, and collaborative problem-solving.
Senior Backend Engineer - Java, Rust, Go
Join Together AI as a Senior Backend Engineer in Amsterdam. Work with Java, Rust, and Go to build scalable backend systems.
Data Engineer with ETL and SQL Expertise
Join Holland Casino as a Data Engineer to build and maintain data infrastructure for the Online Casino, focusing on ETL, SQL, and cloud solutions.
Senior Software Engineer - Satellite Communications
Join ST Engineering iDirect as a Senior Software Engineer to develop satellite communication products using C++, Linux, and Agile methodologies.
