Job Description
AI Solutions Architect, Soluna Cloud
About Us
At Soluna, we are on a mission to make renewable energy a global superpower using computing as a catalyst. We design, develop and operate digital infrastructure that transforms surplus renewable energy into global computing resources.Â
Soluna Cloud is a leading GenAI Cloud platform dedicated to sustainable and scalable AI solutions.Â
As part of our team, you'll empower data scientists to train AI models rapidly, responsibly, and sustainably. You'll also support businesses new to AI in accelerating their time-to-production with efficient solutions. Contribute to reducing the carbon and water footprint of AI computing while enabling AI teams to operate at maximum speed through turnkey infrastructure solutions. Help enterprises build, test, and deploy AI models swiftly without infrastructure concerns, all while advancing renewable energy to become the world's primary energy source.Â
We are a people-first, data-driven organization that is seeking individuals who want to do meaningful work. Join us in shaping the future of AI with a focus on sustainability and innovation.
What You'll Do
Soluna Cloud is looking for a Solutions Architect dedicated to helping customers implement AI solutions and realize transformational business opportunities.Â
This role will work directly with customers to build bespoke solutions harnessing the power of AI. The team helps customers imagine and scope the use cases that will create the greatest value for their businesses, select and train and fine tune the right models, define paths to navigate technical or business challenges, develop proof-of-concepts, and make plans for launching solutions at scale.Â
The Soluna Cloud team will work directly with customers and innovate in a fast-paced organization that contributes to game-changing projects and technologies. You will design and run experiments, research new algorithms, and find new ways of optimizing risk, profitability, and customer experience.Â
We’re looking for top architects, system and software engineers capable of using ML, Generative AI and other techniques to design, evangelize, implement and fine tune state-of-the-art solutions for never-before-solved problems.
You will:
- Work with the team to identify and qualify business opportunities, understand key customer technical objections and develop the strategy to resolve technical blockers.
- Employ ML and Generative AI tools to provide a scalable cloud environment for our customers to label data, build, train, tune, and deploy their models.
- Define and develop solutions, system/software architecture and detailed designs through reference models, frameworks and use cases that describe the end-to-end system behavior and impact of the solution
- Work with the development teams to provide technical leadership support to define and develop overlay network services detailed designs
- Work with development teams to provide technical leadership support to define and develop cloud services detailed designs
- Engage directly with customers to understand their business challenges, assist them in implementing their ML ecosystem, and ensure successful deployment.
- Analyze and extract relevant information from large amounts of historical data to help automate and optimize key processes.
- Document system/software architecture and high level designs
- Collaborate with internal stakeholders to drive model implementations and develop new algorithms.
- Build and mentor a team of strategists, data scientists, engineers, and solution architectsÂ
What You Need to Get the Job Done
- Bachelor’s degree in Computer Science or equivalent
- 3+ years of experience as technical architect or system/software architect
- Demonstrated experience in driving system architecture development across cross-functional teams
- 2+ years hands-on proficiency in Kubernetes, kubernetes operators and containers
- Hands-on experience with Helm charts, API gateways, ingress/egress gateways and service meshes (ISTIO, etc.)
- Experience coding in Python, R, Matlab, Java or other modern programming language
- 1+ years of cloud based solution (AWS or equivalent), system, network and operating system experienceÂ
- 2+ years of experience hosting and deploying ML solutions (e.g., for training, fine tuning, and inferences)Â
- 2+ years of database (eg. SQL, NoSQL, Hadoop, Spark, Kafka, Kinesis) experience
- Strong working knowledge of deep learning, machine learning and statistics preferredÂ
- Hands on experience with deep learning (e.g., CNN, RNN, LSTM, Transformer), machine learning, CV, GNN, or distributed trainingÂ
- Should have an understanding of Kubernetes Deployment strategies
- Knowledge of Kubernetes environments and cluster management
- Should have experience with code tools like Ansible & Terraform
- Experience with DevOps development with exposure to DevOps tools, CI/CD pipeline and automation
- Must have excellent written and verbal/presentation communication skills
- Ability to work well with a distributed team
- Must have outstanding problem-solving and analytical skills; attention to details
- Strong communication skills, with attention to detail and ability to convey rigorous mathematical concepts and considerations to non-experts
Why join Soluna?
We are a diverse, driven team of entrepreneurs, energy experts, private equity leaders, and engineers. We are passionate about making the world greener and we have conviction about how we will bring change on a global scale.
We are equally as zealous about championing our teams, relentless about developing our people, and believe strongly that Soluna’s goals and commitment to our mission are strengthened by our employee’s voices.Â
We offer all of our employees:
- Competitive salary + equityÂ
- Comprehensive health insurance (medical, dental, and vision)Â
- 401k plan with company match
- Life insurance and disability plansÂ
- Unlimited paid time off
- Paid parental leave
- Professional development opportunities
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Date Posted
12/02/2024
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