Senior AI Engineer
Further Ventures
WE’RE HIRING! If you love data and are looking for unlimited growth opportunities, we want to talk with you about joining Further. Further is a data, cloud, and AI company whose focus is helping companies turn raw data into the right decisions. We have an award‑winning culture of extraordinary people. Our purpose is to enable people to thrive so that businesses can thrive. We believe that the work you do should matter—to be meaningful professionally and personally, and have a positive impact on both you and our clients. If this sounds exciting to you, let’s chat!
SENIOR AI ENGINEER
We are hiring a Senior AI Engineer to lead the development of our cloud‑based (Google Cloud) commercial AI products. You will bridge the gap between experimental data science prototypes and production‑grade software. You will architect the robust systems and LLMOps workflows necessary to transform AI models into reliable, enterprise‑ready applications. By designing stable backend architectures and seamless integration layers, you will ensure our AI solutions are not just functional, but ethical, efficient, and high‑value products that meet the rigorous demands of our commercial clients. What experience should you have: 6+ years of software engineering experience with at least 3 years dedicated to AI/ML application development. Expert proficiency in Python AI application development and modern API architecture (REST, GraphQL, gRPC) using enterprise standards like static type checking and data validation. Deep experience building production applications with LLM frameworks such as LangChain, LangGraph, or LlamaIndex. Hands‑on expertise with vector databases (Pinecone, Weaviate, PostgreSQL) and search algorithms. Strong understanding of LLMOps principles, including model registry, versioning, and serving infrastructure specifically in Google Cloud. Experience in Typescript development for prototyping and integrations. Proficiency with Git workflows and understanding of standard application development processes. Preferred Qualifications Knowledge of advanced prompt engineering and fine‑tuning techniques (LoRA, PEFT). Experience optimizing inference costs and latency for large‑scale deployments. Previous experience in a client‑facing consulting role, managing diverse stakeholders and navigating complex organizational structures. Any Google Cloud Professional Certification. What you’ll be doing in this role: Lead the implementation of rigorous evaluation frameworks to monitor model performance, drift, and cost in real‑time. Architect and develop high‑performance backend services and APIs using Python (FastAPI) to serve large language models at scale. Design advanced Retrieval‑Augmented Generation (RAG) systems, selecting and managing vector databases and optimizing embedding strategies for accuracy and speed. Establish comprehensive model observability and guardrail systems to monitor real‑time performance, detect distribution drift, and implement automated safety filters that mitigate hallucinations, bias, and toxic outputs in production environments. Build robust integration layers that connect AI agents securely to external enterprise systems, CRMs, and legacy databases. Conduct code reviews, provide technical guidance, and foster a culture of continuous learning and innovation within the engineering team. Collaborate with infrastructure teams to define deployment strategies, ensuring solutions scale dynamically under load. Define the end‑to‑end architecture for AI products on cloud platforms (preferably Google Cloud Platform), ensuring high availability, security, and cost‑effectiveness. What you’ll need to accomplish in your first year: Develop reusable internal libraries and architectural patterns and standards to accelerate the delivery of AI solutions across multiple client engagements. Mentor engineers on best practices for building deterministic software around probabilistic AI models. Our total rewards program is designed for your protection, peace of mind, and overall well‑being. In addition to our outstanding basics, we offer a net‑zero cost medical option, company contributions to your HSA, fertility support, fully‑paid parental leave, a monthly stipend for your lifestyle spending account, and much more. By submitting your application, you consent to our collection, processing and disclosure of the contained personal data in accordance with our data practices. If you are a resident of the U.S. state of California, you can read about our data practices and your related privacy rights here . If you are a resident of the European Economic Area, Switzerland or the United Kingdom, you can read about our data practices and your related privacy rights here . Equal Employment Opportunity As set forth in Further’s Equal Employment Opportunity policy, we do not discriminate on the basis of any protected group status under any applicable law. We are a federal contractor or subcontractor. The law requires us to provide equal employment opportunity to qualified people with disabilities. We have a goal of having at least 7% of our workers as people with disabilities. The law says we must measure our progress towards this goal. To do this, we must ask applicants and employees if they have a disability or have ever had one. People can become disabled, so we need to ask this question at least every five years. Voluntary Self‑Identification of Disability Why are you being asked to complete this form? We are a federal contractor or subcontractor. The law requires us to provide equal employment opportunity to qualified people with disabilities. We have a goal of having at least 7% of our workers as people with disabilities. Alcohol or other substance use disorder (not currently using drugs illegally) Autoimmune disorder, for example, lupus, fibromyalgia, rheumatoid arthritis, HIV/AIDS Blind or low vision Cancer (past or present) Cardiovascular or heart disease Celiac disease Cerebral palsy Deaf or serious difficulty hearing Diabetes Disfigurement, for example, disfigurement caused by burns, wounds, accidents, or congenital disorders Epilepsy or other seizure disorder Gastrointestinal disorders, for example, Crohn's Disease, irritable bowel syndrome Intellectual or developmental disability Mental health conditions, for example, depression, bipolar disorder, anxiety disorder, schizophrenia, PTSD Missing limbs or partially missing limbs Mobility impairment, benefiting from the use of a wheelchair, scooter, walker, leg brace(s) and/or other supports Nervous system condition, for example, migraine headaches, Parkinson’s disease, multiple sclerosis (MS) Neurodivergence, for example, attention‑deficit/hyperactivity disorder (ADHD), autism spectrum disorder, dyslexia, dyspraxia, other learning disabilities Partial or complete paralysis (any cause) Pulmonary or respiratory conditions, for example, tuberculosis, asthma, emphysema Short stature (dwarfism) Traumatic brain injury PUBLIC BURDEN STATEMENT: According to the Paperwork Reduction Act of 1995 no persons are required to respond to a collection of information unless such collection displays a valid OMB control number. 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