AI/ML Engineer
IkigaiCompany Description
Ikigai Labs specializes in AI solutions for tabular and time series data, leveraging deep research and enterprise expertise to enhance data engineering and modeling capabilities for business users and data scientists. Our mission is to unlock value through AI-powered data harmonization, forecasting, dynamic learning, and planning.
Job Role
As an AI/ML Engineer, you will join a high-performing team focused on optimizing and deploying ML solutions to maximize performance and scalability. This role demands a dynamic and passionate engineer with a solid foundation in software and a strong interest in collaborative problem-solving.
Key Responsibilities
- ML Optimization and Deployment: Develop and deploy machine learning models for optimal performance and scalability.
- Productivity Tools Development: Build tools and services to enhance the ML platform, utilizing technologies like Kubernetes, Helm, and EKS.
- Model Architecture: Apply deep learning architectures (CNNs, RNNs, etc.) to solve complex problems.
- Research Adaptation: Stay updated with recent ML and deep learning literature and adapt findings to real-world applications.
- Collaborative Development: Work with cross-functional teams to integrate AI and ML solutions that drive business value.
- Data Handling: Manage large datasets and build ML pipelines for data processing and training.
- ETL/ELT Processes: Design and develop scalable data integration processes.
- Predictive Modeling Platform: Develop an on-demand predictive modeling platform using gRPC.
- Cloud and Containerization: Utilize Kubernetes for managing Docker containers and various cloud services (AWS, Azure) to solve cloud-native challenges.
- Stakeholder Management: Provide occasional support to our customer success team.
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 (Scikit Learn, Keras, TensorFlow, PyTorch, Theano, DyLib).
- (Bonus) Experience with big data and distributed computing (Hadoop, MapReduce, Spark, Storm).
- 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, regardless of race, color, sex, gender identity or expression, age, religion, national origin, ancestry, citizenship, disability, military or veteran status, genetic information, sexual orientation, marital status, or any other characteristic protected under applicable law.
Benefits Extracted with AI
- Equal Opportunity Employment
- Inclusive Environment
Similar jobs
Last update: 23 minutes ago
Machine Learning Engineer with AI/ML Experience
Join us as a Machine Learning Engineer to develop AI/ML models and applications. Work remotely with top-tier companies.
Senior ML Infrastructure Engineer
Join CHAI: AI Platform as a Senior ML Infrastructure Engineer to build and scale ML systems in Palo Alto.
Senior Applied AI Researcher
Join CHAI: AI Platform as a Senior Applied AI Researcher to optimize and innovate AI solutions in a high-growth environment.
Senior Software Engineer, Machine Learning
Join Niantic as a Senior Software Engineer in Machine Learning to enhance products using generative AI technologies.
Senior Machine Learning Engineer
Join Intuit as a Senior Machine Learning Engineer to innovate and scale AI algorithms in San Diego.
AI Solutions Software Engineer
Join DwellFi as an AI Solutions Software Engineer to develop innovative AI solutions using LangChain or Llama.
Research Engineer, Language - Generative AI
Join Meta as a Research Engineer in Generative AI, focusing on large language models and NLP.
Machine Learning Engineer
Join Ema Unlimited as a Machine Learning Engineer in SF Bay Area, working on cutting-edge AI solutions with a focus on NLP and ML technologies.
Senior Machine Learning Engineer
Join NIQ as a Senior ML Engineer to develop and implement AI models using Python, PyTorch, and Azure in a hybrid work environment.
Consultant IA & ML Engineer
Join Niji as a Consultant IA & ML Engineer to develop and implement machine learning models in Issy-les-Moulineaux, France.
AI/ML/LLM Proof of Concept Engineer
Join Cisco as an AI/ML/LLM Proof of Concept Engineer to develop and demonstrate innovative AI solutions.
Software Engineer Intern
Join Kognitos as a Software Engineer Intern to work on AI and machine learning projects in San Jose.
Machine Learning Engineer - University Graduate 2025
Join Adobe as a Machine Learning Engineer to develop AI technologies for Photoshop and Digital Imaging.
AI Specialist with Azure Expertise
Join Summ.link as an AI Specialist to develop and integrate AI solutions using Azure tools. Boost your career in a dynamic environment.
Applied AI Scientist
Join ClimateAi as an Applied AI Scientist to develop AI solutions for climate resilience. Work with diverse teams in a hybrid environment.
AI Solutions Software Engineer
Join DwellFi as an AI Solutions Software Engineer to develop innovative AI solutions using LangChain or Llama.
Founding Applied AI Engineer
Join LlamaIndex as a Founding Applied AI Engineer to build and deploy LLM applications. Competitive salary and equity offered.
Founding Applied AI Engineer
Join Argon AI as a Founding Applied AI Engineer to lead AI initiatives in pharma, focusing on domain-specific AI and RAG systems.
Mid-Level AI Researcher
Join Leonardo.Ai as a Mid-Level AI Researcher to develop and refine AI models, focusing on model training and optimization.
Founding AI Engineer
Join LlamaIndex as a Founding AI Engineer to shape the future of LLM applications with cutting-edge AI projects.
AI Software Development Engineer
Join Intel as an AI Software Development Engineer to develop and deploy AI applications, enhancing engineering productivity.
AI Specialist - Machine Learning and AI
Join Snowflake as an AI Specialist focusing on Machine Learning and AI, supporting technical decision-makers in AI solutions.
Applied Scientist, Artificial General Intelligence
Join Amazon's AGI team as an Applied Scientist to develop cutting-edge AI technology in Computer Vision and NLP.
Software Engineer, ChatGPT Enterprise
Join OpenAI as a Software Engineer for ChatGPT Enterprise, focusing on secure, scalable AI solutions.