Halvik ยท 3 weeks ago
AI/ML Subject Matter Expert
United States
Full-time
Remote
Senior Level
$190K/yr - $200K/yr
5+ years expHalvik Corp is a leading provider of digital services and advanced analytics, specializing in AI and machine learning solutions for government agencies. They are seeking an AI/ML Subject Matter Expert to develop and implement AI/ML solutions, collaborate with cross-functional teams, and guide clients in AI/ML integration to enhance business operations.
DevOpsInformation ServicesSoftware
Responsibilities
Responsible for developing and implementing AI/ML solutions to solve complex problems and enhance business operations
Define direction of mission-critical solutions using best-fit AI/ML algorithms and technologies
Work closely with cross-functional teams to design, develop, and deploy AI models and algorithms that enable data-driven decision making
Conduct statistical analyses using ML techniques for customer-focused solutions
Collaborate with cross-functional teams to deliver world-class solutions for large-scale data processing
Guide clients in navigating ML algorithms, tools, and frameworks
Design, develop, and deploy AI models for data-driven decision making and business innovation
Create intelligent systems that automate processes, improve efficiency, and drive business innovation, leveraging their expertise in AL/ML, deep learning, and data analysis
Create, train, and maintain intelligent systems to automate processes and improve efficiency
Report on industry trends and recommend solutions for AI/ML integration
Design and build ML models solving real-world business problems
Make informed ML infrastructure decisions based on modeling techniques and issues
Write and test application code, develop ML models, and automate tests and deployment
Retrain, maintain, and monitor production models
Leverage cloud-based architectures to deliver optimized ML models at scale
Construct optimized data pipelines for ML models
Implement CI/CD best practices for ML model and application code deployment
Ensure code security, model governance, and adherence to Responsible and Explainable AI practices
Regularly recommend and report on industry trends and solutions to meet evolving client needs regarding techniques, tools and technologies for AI/ML integration
Qualification
Required
Master's degree or Bachelor's of science with 5+ years of industry experience in Computer Science, Software Engineering, Data Science, Statistics, or related STEM field
5+ years of experience in AI, data science, ML engineering, or related fields
4+ years of experience with modern cloud computing technologies (AWS, Databricks, Microsoft Azure or GCP)
Experience in fine-tuning LLMs for custom datasets and/or using RAG to augment LLM applications
Knowledge of multiple ways of tackling AI/ML problems and demonstrated ability to make good initial choices to make systems that perform well more quickly
Experience using Generative AI tools to help in software programming and testing (e.g. VS-Code or GitHub with copilot AI)
Proficiency in SQL, including advanced query techniques
Experience with version control systems (e.g., Git, Github, Jenkins)
6+ years of proficiency in Python and Jupyter notebooks. Experience with other languages such as R, and Scala is a plus but not necessary
Experience developing and assessing AI/ML models and ensembles
Support the seamless integration of multi-media data processing into platform data pipelines
Experienced in planning, setting-up, running and reporting on AI/ML experiments
Experience building feature repositories for AI-ML model training
Project work in deep learning, transformers, computer vision, NLP, or chatbot development
Experience in developing Generative AI applications especially using LLMs in domains such as NLP and image processing
Knowledge of modern software design patterns (e.g., microservices, edge computing)
Experience working with LLM frameworks and foundation models like LLaMa-3 and experience working with LLM model repositories like Huggingface
Familiarity with MLOps practices and tools for model versioning and experiment tracking
Experience identifying appropriate AI/ML models for a problem and using appropriate techniques to evaluate performance to choose the best model
Experience with techniques for tuning model parameters to application data and conditions
Ability to lead an Agile team of data scientists, engineers, architects and testers
Demonstrated ability to work independently
Strong problem-solving skills and ability to think creatively to overcome technical challenges
Participate in the full machine learning lifecycle, from business understanding, data collection and preprocessing to model selection, evaluation, deployment and monitoring
Adapt to rapidly changing technologies and methodologies in the AI/ML field
Excellent communication, analytical, and interpersonal skills
Ability to gather requirements and work effectively as part of an Agile team
Capacity to explain complex technical concepts to non-technical stakeholders
Excellent technical writing skills
Collaborate with business stakeholders to identify opportunities for AI/ML applications
Develop and maintain documentation for ML models, including methodology, assumptions, and limitations
Mentor junior team members and contribute to the growth of the AI/ML practice
Ability to thrive in a mainly remote work environment
Commitment to continuous learning in the fast-evolving AI/ML landscape and look for ways to apply new techniques when appropriate
Preferred
Having experience and a good understanding of Ux, Human-AI teaming, human factors in AI and software systems
Published research papers or patents in the field of AI/ML
Knowledge of Agentic AI Systems (e.g. AutoGen, LangGraph, LangChain, CrewAI etc.)
Experience with Knowledge Graphs tools and techniques
Experience with federated learning or privacy-preserving machine learning techniques
Knowledge of data visualization techniques and tools
GPU programming experience
Benefits
Company-supported medical, dental, vision, life, STD, and LTD insurance
Benefits include 11 federal holidays and PTO
Eligible employees may receive performance-based incentives in recognition of individual and/or team achievements.
401(k) with company matching
Flexible Spending Accounts for commuter, medical, and dependent care expenses
Tuition Assistance
Charitable Contribution matching
Company
Halvik
Halvik provides full end-to-end software and management solutions.
201-500 employees
H1B Sponsorship
Halvik has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (14)
2024 (7)
2023 (7)
2022 (5)
2021 (5)
2020 (11)
Funding
Current Stage
Growth StageLeadership Team
Madhavi Bathula
Chief Executive Officer
Company data provided by crunchbase