{"id":777204,"url":"https://alion.io/job/theinclab-senior-machine-learning-engineer","title":"Senior Machine Learning Engineer","company":{"id":687314,"name":"TheIncLab","domain":"theinclab.com","url":"https://alion.io/company/theinclab","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"B","score":75,"open_postings":3,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-11-04T06:34:25Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["McLean, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":138000,"max_usd":266000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":1332},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Confluence","optional":false},{"name":"Data Augmentation","optional":false},{"name":"Git","optional":false},{"name":"Jira","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"TensorFlow","optional":false},{"name":"Transformers","optional":false},{"name":"MLFlow","optional":true},{"name":"Weights & Biases","optional":true}],"status":"live","first_seen_at":"2025-12-23T00:00:00Z","employer_posted_date":"2025-12-23","last_verified_at":"2026-11-04T05:34:02Z","board_verified":true,"closed_at":null,"days_open":316,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":316},"description":"The Mission Starts Here\nTheIncLab engineers and delivers intelligent digital applications and platforms that revolutionize how our customers and mission-critical teams achieve success.\nWe are where innovation meets purpose; and where your career can meet purpose as well. We are looking for a Senior Machine Learning Engineer to that will focus on researching, designing, training, and evaluating machine learning models to solve complex, real-world problems. We encourage you to apply and take the first step in joining our dynamic and impactful company.\nYour Mission, Should You Choose to Accept\nAs a Machine Learning Engineer, you will research, evaluate, and select appropriate machine Learning approaches and architectures based on the problem definition.\nWhat will you do?\nResearch, evaluate, and select appropriate machine learning approaches and architectures based on the problem definition\nSupervised, unsupervised, and reinforcement learning \nNeural networks, decision trees, ensemble methods \nTransformer-based models, adversarial networks, genetic algorithms \nRetrieval-Augmented Generation (RAG) where appropriate \nDesign and implement machine learning models using frameworks such as PyTorch, TensorFlow, or equivalent \nFormulate and solve optimization problems using ML techniques \nPathfinding and routing \nCombinatorial and constraint-based optimization Heuristic and learning-based optimization approaches \nOwn data pipelines for ML systems \nData validation and quality checks \nFeature engineering and preprocessing \nData augmentation strategies for training robustness \nTrain, tune, and debug models, addressing issues such as overfitting, instability, bias, and performance degradation \nDefine and apply appropriate evaluation metrics, analyze results and iteratively improve model performance \nFor transformer-based systems \nOptimize context window usage Manage token budgets, chunking strategies, and retrieval mechanisms \nBalance performance, accuracy, and computational cost \nIntegrate ML models and data pipelines into production systems \nMake technical decisions and provide architectural guidance for ML systems \nDocument experiments, results, and design decisions using tools such as Git, Jira, and Confluence \nMentor junior engineers and guide best practices in ML development Stay current with emerging ML research, tools, and techniques \nAbility to travel up to 20%\nRequirements\nCapabilities that will enable your success\nBachelor’s degree in Computer Science, Engineering, Applied Mathematics, or a related field\n7+ years of professional experience, including significant hands-on machine learning development\nStrong understanding of machine learning theory and fundamentals\nModel selection and evaluation\nBias/variance tradeoffs\nOptimization and loss functions\nDemonstrated experience training and evaluating models using frameworks such as PyTorch or TensorFlow\nExperience building and maintaining end-to-end ML pipelines\nStrong programming skills in Python (additional languages are a plus)\nExperience working with real-world, imperfect datasets\nAbility to explain model behavior, tradeoffs, and limitations to both technical and non-technical stakeholders\nStrong grasp of software engineering best practices and system design\nPreferred Qualifications\nExperience with deep learning architectures (CNNs, RNNs, Transformers) \nExperience applying ML to optimization, planning, or decision-making problems \nFamiliarity with distributed training or large-scale data processing \nExperience with experiment tracking tools (e.g., MLflow, Weights & Biases) \nExperience deploying ML models into production (batch or real-time inference) Background in research-driven or R&D-focused engineering environments\nClearance Requirements\nApplicants must be a U.S. Citizen and willing and eligible to obtain a U.S. Security Clearance at the Secret or Top-Secret level. Existing clearance is preferred.\nBenefits\nAt TheIncLab we recognize that innovation thrives when employees are provided with ample support and resources. Our benefits packages reflect that:\nHybrid and flexible work schedules \nProfessional development programs \nTraining and certification reimbursement e options for Me\nExtended and floating holiday schedule \nPaid time off and Paid volunteer time \nHealth and Wellness Benefits includes, Dental, and Vision insurance along with access to Wellness, Mental Health, and Employee Assistance Programs. \nSupplemental Life Insurance options for employees and family members. \n401(k) Plan Options with employer matching Incentive bonuses for eligible clearances, performance, and employee referrals. \nA company culture that values your individual strengths, career goals, and contributions to the team\nAbout TheIncLab\nFounded in 2015, TheIncLab (“TIL”) is the first human-centered artificial intelligence (AI+X) lab. We engineer complex, integrated solutions that combine cutting-edge AI technologies with emerging systems-of-systems to solve some of the most difficult challenges in the defense and aerospace industries. Our work spans diverse technological landscapes, from rapid ideation and prototyping to deployment.\nAt TIL, we foster a culture of relentless optimism. No problem is too hard, no project is too big, and no challenge is too complex to tackle. This is possible due to the positive attitude of our teams. We approach every problem with a “yes” attitude and focus on results. Our motto, “demo or die,” encompasses the idea that failure is not an option.\nWe do all of this with a work ethic rooted in kindness and professionalism. The positive attitude of our teams is only possible due to the support TIL provides to each individual.\nAt TIL, we believe that every challenge is an opportunity for growth and innovation. Our teams are encouraged to think outside the box and come up with creative solutions to complex problems. We understand that the path to success is not always straightforward, but we are committed to persevering and finding a way forward.\nOur culture of relentless optimism is not just about having a positive attitude; it is about taking action and making things happen. We believe in the power of collaboration and teamwork, and we know that by working together, we can achieve great things. Our teams are made up of individuals who are passionate about their work and dedicated to making a difference.\nLearn more about TheIncLab and our job opportunities at www.theinclab.com.\n*Salary range guidance provided is not a guarantee of compensation. Offers of employment may be at a salary range that is outside of this range and will be based on qualifications, experience, and possible contractual requirements.\n*This is a direct hire position, and we do not accept resumes from third-party recruiters or agencies.","description_format":"text","description_chars":6778,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":true,"languages":[]},"benefits":["Certification reimbursement","Flexible schedule","Life insurance","Professional development","Vision insurance"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Defense AI","AI Consulting & Integration"],"lifecycle":[{"event":"open","at":"2026-09-11T23:26:52Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.219,"p_room":0.28,"age_days":316,"expected_fill_days":30,"reasons":["conf:1","win:tail","crowd:"],"computed_at":"2026-11-04T06:34:25Z"},"pay":null,"html_url":"https://alion.io/job/theinclab-senior-machine-learning-engineer","json_url":"https://alion.io/job/theinclab-senior-machine-learning-engineer.json","meta":{"generated_at":"2026-11-04T12:03:01Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":18132,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-05T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":687314},"rest":"https://alion.io/mcp/rest/get_company?id=687314"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ftheinclab-senior-machine-learning-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Ftheinclab-senior-machine-learning-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Ftheinclab-senior-machine-learning-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/theinclab-senior-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ftheinclab-senior-machine-learning-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":777204}},{"tool":"search_jobs","arguments":{"company":"theinclab.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":777204},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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