Principal Machine Learning Engineer MicrosoftPrincipal Machine Learning EngineerNew York, NY$139,900–$274,800 / yearThere is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $188,000 - $304,200 per year. We’re looking for a hands-on ML engineer to prototype and productionize complex classification flows on real production logs, operate prompted classifiers at scale (ad hoc and scheduled), and build secure, compliant data-labeling pipelines.
Senior Machine Learning Engineer - Credit PlaidSenior Machine Learning Engineer - CreditNew York, NY$228,960–$315,360 / yearWe’re looking for machine learning engineers with experience applying state-of-the-art machine learning and modeling techniques, including natural language processing, anomaly detection, optimization, and time series forecasting, across different product areas. You’ll lead experimentation with new modeling approaches and strategies, collaborate closely with engineers on ingesting signals and productionizing models, and help build the next wave of cash flow based underwriting.
Staff Machine Learning Engineer (Research Scientist) - DFAI PlaidStaff Machine Learning Engineer (Research Scientist) - DFAINew York, NY$249,120–$367,920 / yearPhD: 5–9+ years of industry experience with evidence of technical leadership (tech lead, principal/staff-equivalent roles) and end-to-end production ownership. We work with thousands of companies like Venmo, SoFi, several of the Fortune 500, and many of the largest banks to make it easy for people to connect their financial accounts to the apps and services they want to use.
Member of Technical Staff - Software Engineer & Machine Learning MicrosoftMember of Technical Staff - Software Engineer & Machine LearningNew York, NY$119,800–$234,700 / yearMasters Degree in Computer Science or related technical field AND 6+ years technical engineering experience with coding in languages including, but not limited to, C, C++, C#, Java, JavaScript, or Python OR Bachelors Degree in Computer Science or related technical field AND 8+ years technical engineering experience with coding in languages including, but not limited to, C, C++, C#, Java, JavaScript, or Python. You’ll design and implement AI-driven trend detection, cohort analysis, and drill-down workflows that connect metrics to real user conversations, developing AI based insights on large scale multi modal Copilot data part of the Microsoft AI (MAI) organization.
NewJr. Full Stack Engineer ECLAROJr. Full Stack EngineerNew York, NY$60–$70 / hourThis individual will be well versed with programming languages that are required for client (user) side development, as well as integration approaches and technologies to bridge contemporary front-end implementations with legacy backend systems. Demonstrated experience working within Agile/Scrum teams, including participation in sprint planning, daily standups, retrospectives, and backlog management.
NewML Solution Architect JobotML Solution ArchitectNew York, NY$150,000–$250,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. Responsibilities: Design, develop, and implement end-to-end cloud-based machine learning production pipelines (data exploration, sampling, training data generation, feature engineering, model building, and performance evaluation).
NewData Analyst/Engineer - Entry Level SynergisticITData Analyst/Engineer - Entry LevelNew York, NY$91,000–$136,000 / yearFull timeSince 2010, Synergisticit has helped thousands of candidates land full-time jobs at tech leaders like Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, Paypal, JPMC, Wayfair, BOA, CITI and hundreds more with Job offers of $95k to $154k. Currently, We are looking for entry-level software programmers, Java Full stack developers, Python/Java developers, Data analysts/Data Engineers/ Data Scientists, Machine Learning engineers for full time positions with clients.
Data Warehouse Engineer Mitchell MartinData Warehouse EngineerNew York, NY$90,000–$115,000 / yearBy applying for this job, you agree to receive AI-generated calls, text messages, and/or emails from Mitchell Martin Inc and its affiliates and contracted partners at various frequency through traditional and automated methods. We run a centralized data team that serves the entire organization, both delivering analytics and operating business-critical data and software pipelines that directly affect the lives of our consultants.
Cloud Engineer GlobantCloud EngineerJersey City, NJ$100,000–$150,000 / yearParental leave for both birthing (up to 14 weeks of paid leave) and non-birthing parents (up to 4 weeks paid leave), as well as adoption leave (up to 8 weeks of paid leave), subject to qualifications. This role will be involved in building and running the internal platform capabilities (automation, golden paths, guardrails) that enable secure, scalable application onboarding on GCP.
Principal Software Engineer - Responsible AI (CoreAI) MicrosoftPrincipal Software Engineer - Responsible AI (CoreAI)New York, NY$139,900–$274,800 / yearThere is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $188,000 - $304,200 per year. Bachelors Degree in Computer Science or related technical field AND 6+ years technical engineering experience with coding in languages including, but not limited to, C, C++, C#, Java, JavaScript, Go, or Python OR equivalent experience.
Software Engineer II, Foundry Agents - CoreAI MicrosoftSoftware Engineer II, Foundry Agents - CoreAINew York, NY$100,600–$199,000 / yearWithin CoreAI, the Foundry Agents organization is responsible for key ownership areas across the end‑to‑end agent lifecycle: (a) Foundry Agents platform to deploy and run agents securely at enterprise scale with seamless integration with governed tools, (b) model fine‑tuning to train and improve agentic performance, and (c) Foundry observability to generate insights from agentic traces and continuously evaluate and optimize agents. As a Software Engineer II within Foundry Agents, you will contribute to building large‑scale, cloud‑native systems that support the full lifecycle of advanced agentic applications — from secure enterprise deployment and tool integration, to fine‑tuning workflows, to observability and evaluation in production.
NewStaff Backend Engineer - Enterprise Grafana LabsStaff Backend Engineer - EnterpriseNew York, NYRemote$174,986–$209,983 / yearWe work across the larger Grafana Labs organisation and directly with external customers, including major cloud service providers and global enterprises running observability and build infrastructure at massive scale, to solve their most demanding distributed systems challenges. Today, more than 35 million users and 7,000+ customers – including Anthropic, Bloomberg, NVIDIA, Microsoft, and Salesforce – trust Grafana Labs to ensure reliability of their applications and systems, resolve incidents quickly, and optimize their telemetry to reduce noise and cost.
NewSenior Associate, Privileged Access Management Delivery Engineer KPMGSenior Associate, Privileged Access Management Delivery EngineerNew York, NY$95,855–$208,265 / yearImplement and maintain PAM capabilities including privileged credential management, session management, just-in-time access, and endpoint management (EPM)components; implement automated integration across adjacent security solutions (for example: Crowdstrike, SIEM solutions, ServiceNow); automate PAM tasks using scripting and APIs (such as PowerShell, Python, REST, and others) and integrate with enterprise platforms (that is, Active Directory, IdPs, ITSM platforms, SIEM platforms, and more). Hands on experience with Privileged Access Management delivery and engineering, with specific experience using CyberArk On-Prem and SaaS solutions; additional experience with secrets management platforms (that is, Conjur, HashiCorp) and other PAM platforms (such as Delinea, BeyondTrust) preferred.
Principal Software Engineer - Growth (CoreAI) MicrosoftPrincipal Software Engineer - Growth (CoreAI)New York, NY$163,000–$296,400 / yearAt this level, impact comes from building repeatable systems and raising the engineering bar: better experiment quality, better telemetry, safer rollouts, and clearer business outcomes — delivered through pragmatic execution and deep technical judgment. There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $220,800 - $331,200 per year.
NewStaff Software Engineer Grafana LabsStaff Software EngineerNew York, NYRemote$174,986–$209,983 / yearToday, more than 35 million users and 7,000+ customers – including Anthropic, Bloomberg, NVIDIA, Microsoft, and Salesforce – trust Grafana Labs to ensure reliability of their applications and systems, resolve incidents quickly, and optimize their telemetry to reduce noise and cost. We are a 100% remote company with 1,600+ team members across 40+ countries, and we’re backed by leading investors including Lightspeed Venture Partners, Sequoia Capital, GIC, Coatue, J.P.
NewStaff AI Engineer Grafana LabsStaff AI EngineerNew York, NYRemote$174,986–$209,983 / yearYou’ll define the technical direction for the automation platform (data models, API contracts, shared libraries, reference architectures) and partner with Data Engineering, GTM Systems, and Field Operations to build scalable, self-service automation that eliminates manual work and drives operational efficiency. Today, more than 35 million users and 7,000+ customers – including Anthropic, Bloomberg, NVIDIA, Microsoft, and Salesforce – trust Grafana Labs to ensure reliability of their applications and systems, resolve incidents quickly, and optimize their telemetry to reduce noise and cost.
NewSenior AI Engineer Grafana LabsSenior AI EngineerNew York, NYRemote$154,445–$185,334 / yearYou’ll define the technical direction for the automation platform (data models, API contracts, shared libraries, reference architectures) and partner with Data Engineering, GTM Systems, and Field Operations to build scalable, self-service automation that eliminates manual work and drives operational efficiency. Today, more than 35 million users and 7,000+ customers – including Anthropic, Bloomberg, NVIDIA, Microsoft, and Salesforce – trust Grafana Labs to ensure reliability of their applications and systems, resolve incidents quickly, and optimize their telemetry to reduce noise and cost.
NewSecurity Software Engineer, IAM VercelSecurity Software Engineer, IAMNew York, NY$208,000–$312,000 / yearThis is a high-impact, ownership-heavy role: youll define IAM architecture from the ground up, migrate Okta fully behind Terraform, and serve as the subject matter expert who levels up the entire organization on IAM best practices. Were looking for a Security Software Engineer to join our Security team and own Vercels Identity and Access Management strategy - across both corporate and production environments.
NewSenior Software Engineer, Data CLEAR (clearme.com)Senior Software Engineer, DataNew York, NY$225,000–$300,000 / yearDelivery throughput & self-service enablement: Lead time from request to production for new data sources and models, adoption and effectiveness of self-service tooling, reduction in manual engineering support for common workflows, and on-time delivery of roadmap initiatives. 6+ years of data engineering experience with strong Python and SQL skills, including designing and operating scalable batch and/or streaming data pipelines and orchestration (e.g., Dagster, Airflow, Luigi, dbt, Snowflake, Spark, Kafka, Databricks, or similar technologies).
NewSenior Product Security Engineer CLEAR (clearme.com)Senior Product Security EngineerNew York, NY$225,000–$300,000 / yearManage on our centralized VM platform that aggregates findings across Wiz, Tenable, GHAS, and other sources and ensure consistent normalization, deduplication, and ownership mapping (e.g., by AWS tags, teams, or services) so we have a single, trustworthy view of risk. Manage CLEAR’s risk scoring and SLA models (High/Critical, “Most Wanted” assets, ETC) within the VM platform and make sure we are tracking overdue findings, SLA adherence, backlog trends, and top risky assets/teams.
Senior AI Engineer BC ForwardSenior AI EngineerJersey City, NJ$68–$68.25 / hourFull timeThe ideal candidate will have strong experience in end-to-end GenAI solution delivery, data management, and Python engineering, and a proven ability to translate business strategy into actionable, governed AI solutions. We are seeking an experienced Application Programmer III to join our team and lead development for a high-visibility Generative AI initiative focused on document summarization and chatbot capabilities across multiple lines of business.
Director of Product Management, AI - Remote MotiveDirector of Product Management, AI - RemoteNew York, NYRemote$187,000–$260,000 / yearYou will work alongside a star team from engineering, data science, computer vision, research & design, marketing, operations, legal, sales & customer success in a fast-paced, rapidly growing, technology environment to build intelligent experiences to shift behavior and drive ROI-positive impact for customers. Motive serves more than 120,000 customers – from Fortune 500 enterprises to small businesses – across a wide range of industries, including transportation and logistics, construction, energy, field service, manufacturing, agriculture, food and beverage, retail, and the public sector.
NewData Analyst/Python Programmer - Remote SynergisticITData Analyst/Python Programmer - RemoteNew York, NYRemote$79,000–$127,000 / yearFull timeSince 2010, Synergisticit has helped thousands of candidates land full-time jobs at tech leaders like Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Intel, Paypal, JPMC, Wayfair, BOA, CITI and hundreds more with Job offers of $95k to $154k. Currently, We are looking for entry-level software programmers, Java Full stack developers, Python/Java developers, Data analysts/Data Engineers/ Data Scientists, Machine Learning engineers for full time positions with clients.
Machine Learning Engineer/Senior Machine Learning Engineer - Infra, AI for Drug Discovery Genentech IncMachine Learning Engineer/Senior Machine Learning Engineer - Infra, AI for Drug DiscoveryNew York City, NY$141,100–$262,100 / yearThe expected salary range for this position based on the primary location of California for the Machine Learning Engineer is $147,600, - $274,000 and New York is $141,100 - $262,100, and the Senior Machine Learning Engineer for California is $167,400 - $310,800 and New York is $160,100 - $297,300. The new Computational Sciences Center of Excellence (CoE) is a strategic, unified group whose goal is to harness this transformative power of data and Artificial Intelligence (AI) to assist our scientists in both pRED and gRED to deliver more innovative and transformative medicines for patients worldwide.
Machine Learning Engineer/Senior Machine Learning Engineer - Devops, AI for Drug Discovery Genentech IncMachine Learning Engineer/Senior Machine Learning Engineer - Devops, AI for Drug DiscoveryNew York City, NY$141,100–$262,100 / yearThe expected salary range for this position based on the primary location of California for the Machine Learning Engineer is $147,600, - $274,000 and New York is $141,100 - $262,100, and the Senior Machine Learning Engineer for California is $167,400 - $310,800 and New York is $160,100 - $297,300. The new Computational Sciences Center of Excellence (CoE) is a strategic, unified group whose goal is to harness this transformative power of data and Artificial Intelligence (AI) to assist our scientists in both pRED and gRED to deliver more innovative and transformative medicines for patients worldwide.
Machine Learning Engineer Staff & Principal Tubi IncMachine Learning Engineer Staff & PrincipalNY$239,000–$342,000 / yearFor all full-time, regular employees, in lieu of FOX Paid Parental Leave, Tubi offers a generous Parental Leave Program, which allows parents twelve (12) weeks of paid bonding leave within the first year of birth, adoption, surrogacy, or foster placement of a child in addition to applicable government leave program(s) and FOX's short-term disability policy. As a senior technical expert, you will tackle complex problems in machine learning at scale, collaborating closely with cross-functional teams to develop and optimize machine learning-driven solutions.
Machine Learning Engineer UnitXMachine Learning EngineerNY$174,304–$200,000 / yearBuild Automated Pipelines: Develop and maintain automated pipelines for data preprocessing, augmentation, and model training to continuously optimize deployed solutions. What Youll Do: Develop & Optimize Machine Learning Models: Design, train, and optimize deep learning models for defect detection and segmentation using high-resolution images and 3D sensor inputs.
Staff Machine Learning Engineer Headspace IncStaff Machine Learning EngineerNY$140,400–$200,000 / yearWhat you will do: Technical Leadership: Lead the development of recommender systems for Headspace meditation & mindfulness content as well as other backend services that enable a personalized member experience including search, a user knowledge graph, and conversational AI memory. Collaborative Problem-Solving: Partner with our team of software engineers,ML engineers, and MLOps engineers, and our Product & Clinical leads to build high quality features that improve members' lives.
Principal Machine Learning Engineer Headspace IncPrincipal Machine Learning EngineerNY$162,000–$250,000 / yearWe're proud of our robust package inclusive of: base salary, stock awards, comprehensive healthcare coverage, monthly wellness stipend, retirement savings match, lifetime Headspace membership, generous parental leave, and more. About the Principal Machine Learning Engineer at Headspace: Machine Learning at Headspace is a dynamic and innovative group whose mission is to improve the experiences of our members and clinicians through the mindful application of Machine Learning.
Principal Machine Learning Engineer, Presentation and Visual Optimization Paramount Skydance CorpPrincipal Machine Learning Engineer, Presentation and Visual OptimizationNY$234,000–$250,000 / yearYou will lead a high-velocity pod that specializes in Multi-Armed Bandits (MAB)and computer vision to identify which image, headline, or layout style resonates most with a specific user in a specific context. Paramount+ features an expansive library of original series, hit shows and popular movies across every genre from world-renowned brands and production studios, including SHOWTIME.
Machine Learning Engineer I Warner Bros. Discovery IncMachine Learning Engineer INY$99,400–$184,600 / yearYou will work on production ML systems with measurable product impact, collaborating with cross-functional teams of engineers, data scientists, product managers, and editorial staff. Our ML/AI team works at the intersection of journalism, technology, and user experience, building systems that help people discover and engage with the news that matters to them.
Machine Learning Engineer II, CNN Digital Products and Services Warner Bros. Discovery IncMachine Learning Engineer II, CNN Digital Products and ServicesNY$112,000–$208,000 / yearYou will work on production ML systems with measurable product impact, collaborating with cross-functional teams of engineers, data scientists, product managers, and editorial staff. Our ML/AI team works at the intersection of journalism, technology, and user experience, building systems that help people discover and engage with the news that matters to them.
Applied Machine Learning Engineer - Media Search and Recommendation Bloomberg LPApplied Machine Learning Engineer - Media Search and RecommendationNY$165,000–$260,000 / yearYou'll work closely with product managers, data scientists, and machine learning engineers to design and build systems that power personalized discovery experiences for millions of users. By powering Bloomberg's discovery hub, we play a critical role in helping users find the content that matters most to them, ensuring experiences are relevant, timely, and high quality.
Staff Machine Learning Engineer - Search Warner Bros. Discovery IncStaff Machine Learning Engineer - SearchNY$192,570–$357,630 / yearThis role will own the end-to-end search algorithm innovation from retrieval and ranking to personalization and experimentation, impacting how millions of users discover content globally. About You: We're looking for a Staff Machine Learning Engineer to lead the design and evolution of ML and AI driven Search algorithms for our global streaming app, HBO Max.
Senior Staff Machine Learning Engineer, Growth Platform Engineering Airbnb IncSenior Staff Machine Learning Engineer, Growth Platform EngineeringNYRemote$244,000–$305,000 / yearLeverage third-party and in-house Machine Learning tools & infrastructure to develop reusable, highly differentiating and high-performing Machine Learning systems, enable fast model development, low-latency serving and ease of model quality upkeep. Work collaboratively with cross-functional partners including product managers, operations and data scientists, to identify opportunities for business impact; understand, refine, and prioritize requirements for machine learning, and drive engineering decisions.
Principal Machine Learning Engineer, Content Engineering Paramount Skydance CorpPrincipal Machine Learning Engineer, Content EngineeringNY$234,000–$260,000 / yearResponsibilities: Lead the ShortForm Pod: Define the technical roadmap for automated clip generation and video insight, managing a high-performing pod of ML engineers. This team is in charge of a critical mission: the automated transformation of our massive long-form content library into "ShortForm" assets-high-impact clips, "gists," and social-ready highlights.
Machine Learning Engineer/AI Engineer StratAcuity Staffing Partners IncMachine Learning Engineer/AI EngineerNY$70–$85 / hourIn terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. We are seeking an experienced AI Application Developer / Python Engineer to support an internal portal platform initiative focused on improving how developers discover, onboard, and integrate with common enterprise capabilities.
Machine Learning Engineer - Document Digitization (LLMs)-Senior Associate JPMorgan Chase & CoMachine Learning Engineer - Document Digitization (LLMs)-Senior AssociateJersey City, NJAs a Machine Learning Engineer - Document Digitization (LLMs)- Senior Associate in our organization, you will design, develop, and deploy secure, scalable, and innovative technology products that transform how documents are processed and managed. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
Principal Machine Learning Engineer, Content ML, Level 7 Snap IncPrincipal Machine Learning Engineer, Content ML, Level 7New York, NY$276,000–$414,000 / yearThe Company operates Snapchat, a visual messaging app that enhances your relationships with friends, family, and the world, and Specs Inc., a wholly-owned subsidiary dedicated to making computing more human, in addition to Bitmoji, Saturn, and other digital services. 9+ years of post-Bachelor's machine learning experience; or a Master's degree in a technical field + 8+ years of post-grad ML experience; or a PhD in a related technical field + 5+ years of post-grad ML experience.
Machine Learning Engineer, Presentation and Visual Optimization Paramount Skydance CorpMachine Learning Engineer, Presentation and Visual OptimizationNY$124,000–$150,000 / yearStarting pay for the successful applicant depends on a variety of job-related factors, including but not limited to geographic location, market demands, experience, training, and education. Pluto TV is the global leader in free ad-supported TV, delivering more than 1,400 global channels and an extensive library of streaming content, including live and original channels.
Machine Learning Engineer Spotify Technology SAMachine Learning EngineerNY$170,000–$212,000 / yearWe're looking for a Machine Learning Engineer to help us build systems that more accurately understand the performance that promotion can have, giving customers actionable insights for building their promotion strategies, whether it's a DIY artist or an industry-facing partner. Collaborate with a multidisciplinary team to optimize machine learning models for production use cases, ensuring they are highly efficient, scalable, and consistently meet well-defined success criteria.
Senior Principal Machine Learning Engineer - Optimization PubMatic IncSenior Principal Machine Learning Engineer - OptimizationNew York, NY$260,000–$330,000 / yearBenefits: Our benefits package includes the best of what leading organizations provide such as, paid leave programs, paid holidays, healthcare, dental and vision insurance, disability and life insurance, commuter benefits, physical and financial wellness programs, unlimited DTO in the US (that we actually require you to use!), reimbursement for mobile and fully stocked pantries plus in-office catered lunches 5 days per week. PubMatic is one of the world's leading scaled digital advertising platforms, offering more transparent advertising solutions to publishers, media buyers, commerce companies and data owners, allowing them to harness the power and potential of the open internet to drive better business outcomes.
Machine Learning Engineer, Next-Generation Recommendation Systems Unity Software IncMachine Learning Engineer, Next-Generation Recommendation SystemsNew York, NY$127,400–$191,200 / yearWhile specific benefits vary, here are some of the ways we strive to take care of our eligible team members globally: Comprehensive health, life, and disability insurance | Commute subsidy | Employee stock ownership | Competitive retirement/pension plans | Generous vacation and personal days | Support for new parents through leave and family-care programs | Office food snacks | Mental Health and Wellbeing programs and support | Employee Resource Groups | Global Employee Assistance Program | Training and development programs | Volunteering and donation matching program. This position requires the incumbent to have a sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English.
NewMachine Learning Engineer TransReMachine Learning EngineerNew York, New YorkAs an ideal candidate, you will possess the following skills and knowledge: Proven track record of building, scaling and productizing multiple machine learning models. TransRe is supportive of an agile work schedule, which may differ based on individual roles, your local office’s practices and preferences, marketplace trends, and TransRe’s business objectives.
Machine Learning Engineer Colgate-PalmoliveMachine Learning EngineerNew York, NY$130,000–$170,000 / yearIn support of Colgate-Palmolive’s purpose to Make More Smiles and our commitment to a healthier future for our people, pets, and planet, this role builds the advanced machine learning capabilities that power smarter decisions, accelerate innovation, and create measurable impact across our global enterprise. For additional Colgate terms and conditions, please click here (https://www.colgatepalmolive.com/content/dam/cp-sites/corporate/corporate/en_us/corp/locale-assets/pdf/colgate-terms-and-conditions-2023.pdf) .
Staff Machine Learning Engineer Charlie Health IncStaff Machine Learning EngineerNY$185,000–$247,500 / yearCharlie Health leads the nation in high-acuity virtual behavioral care, having delivered life-saving treatment to more than 100,000 clients nationwide. A bachelor's degree in a technical field, plus 8+ years of professional experience developing and delivering production software, including machine learning models; OR.
Staff Machine Learning Engineer Charlie Health Engineering, Product & DesignStaff Machine Learning EngineerNew York City, NY$175,000–$255,000 / yearCharlie Health leads the nation in high-acuity virtual behavioral care, having delivered life-saving treatment to more than 100,000 clients nationwide. A bachelor's degree in a technical field, plus 8+ years of professional experience developing and delivering production software, including machine learning models; OR.