Job description

Halvik is a highly successful company that puts people first, and we are looking for someone just like you. We are committed to delivering smarter IT-driven solutions bolstered by quality and innovation to help our customers succeed. We are seeking a qualified AI/ML Engineer to support a federal customer as a key member of a team of Data scientists, AI-ML experts, and Data Engineers connecting complex data ecosystems and AI-ML models to solve real-world challenges. Key Responsibilities: • Conduct statistical analyses on business processes using ML techniques to deliver a customer-focused solution. • Own and define the direction of mission-critical solutions by applying best-fit ML algorithms and technologies. • Collaborate with data engineers, data scientists, software engineers, solutions architects, and product owners to deliver world-class solutions to real-world problems, processing data and information at a massive scale, developing pipelines that optimize the use of infrastructure, and integrating critical technologies into efficient user experiences. • Use consulting skills and technical expertise to guide clients as they navigate the landscape of ML algorithms, tools, and frameworks. • Design, build, and/or deliver ML models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams. • Inform your ML infrastructure decisions using your understanding of ML modeling techniques and issues, including choice of model, data, and feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation. • Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment. • Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art big data and ML applications. • Retrain, maintain, and monitor models in production. • Leverage or build cloud-based architectures, technologies, and/or platforms to deliver optimized ML models at scale. • Construct optimized data pipelines to feed ML models. • Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code. • Ensure all code is well-managed to reduce vulnerabilities, models are well-governed from a risk perspective, and the ML follows best practices in Responsible and Explainable AI. Requirements: • Master's Degree in Computer science, Software engineering, Data Science, Statistics, or STEM related specialty. • 12+ years of experience with artificial intelligence, data science, ML engineering, data research, software engineering, or data analytics. • 5+ years of experience with modern Cloud computing technologies: AWS and Microsoft Azure. • Demonstrated experience with Generative AI, tuning neural networks, such as LLMs, on custom data sets and applying results to specific use cases. • Proficiency with SQL to include using common table expressions, set operations, aggregated functions, and nested subqueries. • Demonstrated experience with the Python, R, Scala programming languages. • Demonstrated professional or academic experience developing models and ensembles in the AI/ML space, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance. • Demonstrated professional or academic experience in building feature repository for training AI-ML models. • Demonstrated experience with project work in deep learning, computer vision, NLP, or chatbot development. • Knowledge of modern software design patterns, including microservice design or edge computing. • Demonstrated experience with frameworks, including Huggingface, LangChain, AutoGPT, or AgentGPT. • Experience with GPU programming. • Ability to gather requirements from customers and lead Agile teams. • Experience with cloud AI ML capabilities like AWS, Databricks is a plus. • Ability to obtain a public Trust Clearance. Halvik offers a competitive full benefits package including: • Company-supported medical, dental, vision, life, STD, and LTD insurance. • Benefits include 11 federal holidays and PTO. • 401(k) with company matching. • Flexible Spending Accounts for commuter, medical, and dependent care expenses. • Tuition Assistance. • Charitable Contribution matching. Halvik Corp is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or veteran status. Halvik's pay range for this job level is a general guideline only and not a guarantee of compensation or salary. Additional factors considered in extending an offer include (but are not limited to) responsibilities of the job, education, experience, knowledge, skills, and abilities, as well as internal equity, alignment with market data, applicable bargaining agreement (if any), or other law.

Requirements