Job description

• Develop and deploy machine learning models for classification, regression, forecasting, and NLP tasks using production-grade code and best practices • Build data pipelines for ML model training and inference; work with structured and unstructured data from multiple enterprise systems • Implement model training workflows including data preprocessing, feature engineering, hyperparameter tuning, and model evaluation • Create production-ready ML services with RESTful APIs that can be consumed by web and mobile applications; ensure proper error handling, logging, and monitoring • Work with large-scale datasets from enterprise ERP systems; process time-series data, transactional data, and unstructured documents • Collaborate with data scientists to productionize research models; optimize models for latency, throughput, and cost • Participate in code reviews and contribute to team's ML engineering practices; document solutions and share knowledge with team members • Support deployed models including troubleshooting, performance optimization, and implementing improvements based on production metrics As the recognized global standard for project-based businesses, Deltek delivers software and information solutions to help organizations achieve their purpose. Our market leadership stems from the work of our diverse employees who are united by a passion for learning, growing and making a difference. At Deltek, we take immense pride in creating a balanced, values-driven environment, where every employee feels included and empowered to do their best work. Our employees put our core values into action daily, creating a one-of-a-kind culture that has been recognized globally. Thanks to our incredible team, Deltek has been named one of America's Best Midsize Employers by Forbes, a Best Place to Work by Glassdoor, a Top Workplace by The Washington Post and a Best Place to Work in Asia by World HRD Congress. www.deltek.com [#video#player.vimeo.com] The Deltek Engineering and Technology team builds best-in-class solutions to delight customers and meet their business needs. We are laser-focused on software design, development, innovation and quality. Our team of experts has the talent, skills and values to deliver products and services that are easy to use, reliable, sustainable and competitive. If you're looking for a safe environment where ideas are welcome, growth is supported and questions are encouraged – consider joining us as we explore the limitless opportunities of the software industry. • 2-4 years of ML engineering experience with hands-on model development and production deployment • Strong Python programming : Experience with scikit-learn, pandas, numpy; familiarity with PyTorch or TensorFlow • ML fundamentals : Solid understanding of supervised/unsupervised learning, model evaluation, cross-validation, and feature engineering • API development : Experience building RESTful APIs (Flask, FastAPI, or similar); understanding of microservices architecture • Data processing : SQL proficiency; experience with data pipelines, ETL processes, and working with databases (PostgreSQL, MySQL, or similar) • Cloud platforms : Working knowledge of AWS, Azure, or GCP; experience with cloud storage, compute, and managed ML services • Version control and collaboration : Git workflows, agile methodologies, working in cross-functional teams • Bonus : Exposure to NLP techniques, LLMs, embedding models, or vector databases; experience in B2B SaaS environments • Education : BS in Computer Science, Data Science, Mathematics, or related technical field The U.S. salary range for this position is $63,500.00-$111,750.00. This range is subject to change as Deltek takes a number of factors into consideration when determining individual base pay, such as location, job-related knowledge, skills and experience. Certain roles are eligible for additional rewards, including incentive compensation and equity. Benefits and perks listed here may vary depending on the nature of employment with Deltek. Employees have access to healthcare benefits, a 401(k) plan and company match, paid vacation time and holidays, well-living programs, short-term and long-term disability coverage, basic life insurance and tuition reimbursement. No Certain roles may have additional privacy, security and compliance requirements to the extent they support Costpoint GCCM or similar product offerings. Deltek, Inc. is an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, or protected veteran status. Deltek, Inc., utilizes the E-Verify program with every potential new hire. This makes it possible for us to make certain that every employee who works for Deltek is eligible to work in the United States. To learn more about E-Verify you can call 1-800-255-7688 or visit their website by clicking the logo below. E-Verify® is a registered trademark of the United States Department of Homeland Security. Deltek is committed to the protection and promotion of your privacy. In connection with your application for employment with us at Deltek, it is necessary for us to collect, store and use information about you (“Personal Data”) to administer and evaluate your application. We are the “controller” of the Personal Data you provide us and will process any such Personal Data in accordance with applicable law and the statements contained in this Candidate Privacy Notice Additionally, we have not sold and do not sell Personal Data you provide to us through the job application process. Important: Protect Yourself from Recruitment Scams Bad actors or scammers may try to impersonate Deltek and send fake job offers to people. Messages from Deltek about employment opportunities will be from an @deltek.com account or Enterprise@trm.brassring.com, never from free services like Gmail or Yahoo. Please look carefully at the email address that provides any job offer, as some fake accounts are created to look like a legitimate domain name or email address. We will also never ask you to pay money at any point in the hiring process, whether for training, equipment, background checks, or anything else. If you receive a suspicious offer claiming to be from Deltek, do not share personal or financial information. Report any suspicious communication to Secure@deltek.com and consider reporting it to law enforcement.

Requirements

Must-haves

Develop and deploy machine learning models for classification, regression, forecasting, and NLP tasks using production-grade code and best practices
Build data pipelines for ML model training and inference; work with structured and unstructured data from multiple enterprise systems
Implement model training workflows including data preprocessing, feature engineering, hyperparameter tuning, and model evaluation
Create production-ready ML services with RESTful APIs that can be consumed by web and mobile applications; ensure proper error handling, logging, and monitoring
Work with large-scale datasets from enterprise ERP systems; process time-series data, transactional data, and unstructured documents
Collaborate with data scientists to productionize research models; optimize models for latency, throughput, and cost
Participate in code reviews and contribute to team's ML engineering practices; document solutions and share knowledge with team members
Support deployed models including troubleshooting, performance optimization, and implementing improvements based on production metrics
2-4 years of ML engineering experience with hands-on model development and production deployment
Strong Python programming : Experience with scikit-learn, pandas, numpy; familiarity with PyTorch or TensorFlow
ML fundamentals : Solid understanding of supervised/unsupervised learning, model evaluation, cross-validation, and feature engineering
API development : Experience building RESTful APIs (Flask, FastAPI, or similar); understanding of microservices architecture
Data processing : SQL proficiency; experience with data pipelines, ETL processes, and working with databases (PostgreSQL, MySQL, or similar)
Cloud platforms : Working knowledge of AWS, Azure, or GCP; experience with cloud storage, compute, and managed ML services
Version control and collaboration : Git workflows, agile methodologies, working in cross-functional teams
Education : BS in Computer Science, Data Science, Mathematics, or related technical field
Certain roles may have additional privacy, security and compliance requirements to the extent they support Costpoint GCCM or similar product offerings.
Candidate Privacy Notice
Additionally, we have not sold and do not sell Personal Data you provide to us through the job application process.
Important: Protect Yourself from Recruitment Scams

Nice-to-haves

Bonus : Exposure to NLP techniques, LLMs, embedding models, or vector databases; experience in B2B SaaS environments

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

machine learningmlpythonapisqlawsazuregcpagile

Platform: deltek
Effort: medium

Benefits

Benefits detected in the listing.

401(K)